Datasets:

electricsheepafrica
/

Imports-of-goods-and-services-percentage-of-GDP-africa

year int64 1.96k 2.02k	Algeria float64 18.4 67.5	Angola float64 17 63.7	Benin float64 9.53 44	Botswana float64 34.8 71.5	Burkina Faso float64 11.4 37	Burundi float64 11.6 37.5	Cabo Verde float64 27.1 79.2	Cameroon float64 9.77 31.6	Central African Republic float64 18 46.9	Chad float64 13.5 114	Comoros float64 24.2 37.4	Congo, Dem. Rep. float64 13.1 50.9	Congo, Rep. float64 16.4 85.6	Cote d'Ivoire float64 20.9 42.3	Djibouti float64 109 191	Egypt, Arab Rep. float64 16.5 43.5	Equatorial Guinea float64 24.8 58.9	Eritrea float64 23.4 87.4	Eswatini float64 40.5 51.4	Ethiopia float64 11.8 31.6	Gabon float64 22 72.3	Gambia, The float64 24.6 71.6	Ghana float64 2.98 67.2	Guinea float64 15.7 82.5	Guinea-Bissau float64 25.9 64.6	Kenya float64 17.6 40.9	Lesotho float64 38.5 139	Liberia null	Libya float64 13.7 72.2	Madagascar float64 11.1 46.7	Malawi null	Mali float64 18.1 42.7	Mauritania float64 14.5 62.5	Mauritius float64 46.4 71.2	Morocco float64 16.9 56.3	Mozambique float64 29.1 85.5	Namibia float64 40.1 72.2	Niger float64 7.41 38.1	Nigeria float64 16.9 16.9	Rwanda float64 9.84 64.8	Sao Tome and Principe null	Senegal float64 12.6 52.9	Seychelles float64 39.8 119	Sierra Leone float64 12.4 43.5	Somalia float64 15.5 88.6	South Africa float64 15.4 33.7	South Sudan float64 26.2 41.1	Sudan float64 1.13 24.4	Tanzania float64 13.2 34.5	Togo float64 22.8 65.9	Tunisia float64 10.9 64.8	Uganda float64 7.8 32	Zambia float64 25.3 42.7	Zimbabwe float64 19.5 68.1
1,960	67.143632	48.216747	12.110286	39.643942	15.839405	13.392858	66.975814	24.260646	34.181812	17.037569	26.919731	19.891428	85.607167	22.904521	191.306215	21.825505	43.607089	44.953583	43.383451	31.546082	32.62721	43.577327	35.443038	19.253079	30.188662	33.670105	38.461538	null	31.121564	16.624525	null	23.903712	18.680256	56.887126	22.69861	41.481389	56.274876	7.405343	16.924982	10.084032	null	12.580735	79.492334	29.516276	17.145057	21.267403	31.239237	13.00357	25.792324	26.54321	14.395541	21.81638	33.700199	24.433629
1,961	67.503771	48.216747	9.534632	42.525505	15.789976	14.655173	66.975814	24.260646	35.761589	18.556776	26.919731	19.891428	83.661202	28.103537	191.306215	19.741886	43.607089	44.953583	43.383451	31.546082	31.662812	43.577327	36.451613	19.253079	30.188662	31.129952	45.490196	null	31.121564	19.503341	null	23.903712	18.680256	56.887126	24.778066	41.481389	56.274876	9.705343	16.924982	9.836064	null	16.495072	79.492334	29.516276	23.082524	18.406677	31.239237	14.34946	25.792324	26.54321	14.395541	21.643867	33.700199	24.433629
1,962	20.818647	48.216747	9.959304	44.838993	15.705965	16.393442	66.975814	24.260646	37.704907	19.628954	26.919731	19.891428	62.951714	25.746929	191.306215	19.518471	43.607089	44.953583	43.383451	31.546082	30.7684	43.577327	28.470111	19.253079	30.188662	30.125154	47.826087	null	31.121564	18.383529	null	23.903712	21.470754	56.887126	21.092845	41.481389	56.274876	12.947792	16.924982	12.799999	null	15.939331	79.492334	29.516276	27.514078	17.88873	31.239237	15.048649	25.792324	26.54321	14.395541	21.447714	33.700199	24.433629
1,963	36.825515	48.216747	11.625899	47.345357	15.669009	14.285714	66.975814	24.260646	38.485805	19.211994	26.919731	19.891428	57.847522	23.519866	191.306215	23.586927	43.607089	44.953583	43.383451	31.546082	45.393662	43.577327	27.454545	19.253079	30.188662	28.962765	50.892857	null	31.121564	19.926314	null	23.903712	20.404212	56.887126	20.078828	41.481389	56.274876	10.32227	16.924982	12.656252	null	15.843944	79.492334	29.516276	25.973157	20.134142	31.239237	18.044633	25.792324	26.54321	14.395541	23.880545	33.700199	24.433629
1,964	29.439763	48.216747	12.243165	48.576703	11.518439	12.080537	66.975814	24.260646	40.80459	21.329453	26.919731	19.891428	56.449011	24.72277	191.306215	24.874237	43.607089	44.953583	43.383451	31.546082	35.951482	43.577327	23.867314	19.253079	30.188662	29.212231	49.595687	null	31.121564	19.927844	null	23.903712	15.625993	56.887126	19.137069	41.481389	56.274876	14.098641	16.924982	12.615385	null	16.034541	79.492334	29.516276	30.436088	22.142857	31.239237	17.935457	25.792324	30.989583	14.395541	23.096128	33.700199	24.433629
1,965	25.833078	48.216747	14.905711	50.609756	11.376621	12.534289	66.975814	24.260646	37.669377	17.813039	26.919731	19.891428	53.086409	30.12422	191.306215	20.132421	43.607089	44.953583	43.383451	31.546082	37.297297	43.577327	26.739427	19.253079	30.188662	30.695856	53.316327	null	31.121564	19.999999	null	23.903712	14.933041	56.887126	16.89008	41.481389	56.274876	14.015568	16.924982	16.935486	null	14.93292	79.492334	31.281652	20.638756	23.224424	31.239237	15.045653	25.792324	27.126437	14.395541	24.358974	33.700199	24.433629
1,966	24.653572	48.216747	16.196063	50.948509	11.648488	12.99218	66.975814	23.577236	42.525773	17.963219	26.919731	19.891428	51.107011	28.696355	191.306215	20.484194	43.607089	44.953583	43.383451	31.546082	39.569526	43.577327	19.631094	19.253079	30.188662	30.872802	56.54321	null	31.121564	23.198067	null	23.903712	14.540755	56.887126	19.373454	41.481389	56.274876	16.085754	16.924982	19.998167	null	15.957019	79.492334	31.618195	22.573983	20.116245	31.239237	13.948539	25.792324	25.800377	13.485819	25.325265	33.700199	24.433629
1,967	21.631769	48.216747	19.772266	50.773493	13.927307	11.885777	66.975814	22.579244	46.898238	18.164132	26.919731	19.891428	55.821944	28.791288	191.306215	19.113934	43.607089	44.953583	43.383451	31.546082	48.053907	47.189848	19.946809	19.253079	30.188662	29.373012	56.697378	null	31.121564	21.504062	null	23.903712	16.091083	56.887126	20.173845	41.481389	56.274876	14.374819	16.924982	15.41301	null	16.166622	79.492334	31.314331	22.25313	21.095478	31.239237	15.544041	25.792324	22.807018	14.526316	24.388479	33.700199	24.433629
1,968	24.187254	48.216747	19.076587	62.947368	15.287391	13.366812	66.975814	24.633204	39.631225	18.685029	26.919731	19.891428	57.234743	27.994964	191.306215	17.463568	43.607089	44.953583	43.383451	31.546082	49.245515	50.993353	20.823529	19.253079	30.188662	29.29736	55.137845	null	31.121564	22.790175	null	18.095123	15.155868	56.887126	20.054364	41.481389	56.274876	14.312727	16.924982	15.139372	null	22.069816	79.492334	26.847786	21.51855	19.334532	31.239237	16.843547	25.792324	24.040067	10.851498	22.618084	33.700199	24.433629
1,969	28.070758	48.216747	21.428506	52.565257	16.532395	12.094574	66.975814	22.859136	37.598458	17.698874	26.919731	19.891428	56.894082	27.069794	191.306215	16.533066	43.607089	44.953583	43.383451	31.546082	54.050864	51.091711	20.33983	19.253079	30.188662	28.088701	51.570458	null	31.121564	23.111548	null	19.012224	16.234613	56.887126	18.832188	41.481389	56.274876	16.473039	16.924982	14.356117	null	24.232038	79.492334	25.192689	23.65119	19.578335	31.239237	15.404943	25.792324	26.724138	12.669817	20.342638	33.700199	24.433629
1,970	29.152668	48.216747	24.461324	60.913706	16.14177	11.62102	66.975814	24.670021	41.56235	22.049731	26.919731	19.891428	57.763145	29.107631	191.306215	17.094578	43.607089	44.953583	43.383451	31.546082	37.988818	40.908857	22.709163	19.253079	30.188662	30.663919	48.879837	null	31.121564	21.585629	null	18.20153	17.239602	56.887126	21.579342	41.481389	56.274876	18.100691	16.924982	15.234197	null	23.253211	79.492334	29.28104	15.517897	21.38427	31.239237	16.409134	25.792324	30.529172	24.748544	20.117817	33.700199	24.433629
1,971	27.663778	48.216747	27.832614	61.563877	19.931089	14.17168	66.975814	27.157973	37.423462	21.057629	26.919731	19.891428	52.649362	28.427326	191.306215	17.782978	43.607089	44.953583	43.383451	31.546082	52.331113	37.18131	20.24	19.253079	34.311955	35.189108	54.844607	null	31.121564	21.025649	null	20.215758	16.994872	56.887126	19.725922	41.481389	56.274876	15.601063	16.924982	16.869097	null	24.353507	79.492334	32.386597	18.998417	22.019828	31.239237	17.181225	25.792324	33.699634	24.432592	23.955349	33.700199	24.433629
1,972	25.726868	48.216747	26.800149	60.54288	21.289	15.07497	66.975814	26.08575	33.813087	19.384059	26.919731	19.891428	51.787449	29.006651	191.306215	17.375108	43.607089	44.953583	43.383451	31.546082	72.25788	40.755743	15.204263	19.253079	35.630159	28.727079	69.131833	null	31.121564	18.323233	null	19.569312	33.984344	56.887126	19.22296	41.481389	56.274876	20.494608	16.924982	16.255507	null	25.734615	79.492334	29.033807	19.128133	19.314443	31.239237	16.666667	25.792324	30.707763	24.740047	16.779343	33.700199	24.433629
1,973	31.589764	48.216747	25.950167	61.965181	22.919539	13.332731	66.975814	23.997168	36.486883	23.500253	26.919731	19.891428	43.377475	33.23198	191.306215	18.161121	43.607089	44.953583	43.383451	31.546082	57.666027	42.381094	16.395316	19.253079	40.726483	28.669014	67.776457	null	31.121564	18.878732	null	22.843226	32.0049	56.887126	22.106023	41.481389	56.274876	23.735019	16.924982	13.442624	null	28.440684	79.492334	23.403644	28.173102	19.464541	31.239237	17.022865	25.792324	27.323009	26.413619	13.153998	33.700199	24.433629
1,974	35.489776	48.216747	29.494648	64.775186	24.472916	15.533938	66.975814	22.799923	43.336113	26.803737	26.919731	19.891428	59.474734	38.376184	191.306215	31.297418	43.607089	44.953583	43.383451	31.546082	43.260694	43.715497	21.802575	19.253079	39.248427	40.897521	77.073171	null	31.121564	20.207154	null	40.870148	40.947782	56.887126	28.192606	41.481389	56.274876	28.97298	16.924982	21.338918	null	36.099675	79.492334	26.133472	32.658945	24.641752	31.239237	20.725426	25.792324	24.636572	32.207003	15.04551	33.700199	24.433629
1,975	42.965599	48.216747	33.412982	63.792119	30.151116	19.001771	66.975814	25.543035	39.91997	25.850612	26.919731	19.891428	63.746959	36.584784	191.306215	35.546301	43.607089	44.953583	43.383451	31.546082	47.902249	43.614598	18.436494	19.253079	25.946713	34.511582	103.9783	null	31.121564	20.890135	null	29.264403	41.713967	56.887126	33.345967	41.481389	56.274876	30.993654	16.924982	17.699447	null	30.831208	79.492334	34.471248	25.242292	25.969114	31.239237	22.704537	25.792324	45.752143	32.916045	10.915427	33.700199	24.433629
1,976	37.118673	48.216747	31.028511	66.321484	27.008243	16.652877	66.975814	27.364619	29.326611	26.384225	26.919731	19.891428	66.55574	36.247754	191.306215	27.918146	43.607089	44.953583	43.383451	31.546082	46.099291	46.354887	16.043518	19.253079	27.935339	31.755638	138.629283	null	31.121564	17.524701	null	21.031151	53.798466	56.887126	36.729389	41.481389	56.274876	34.337821	16.924982	19.395507	null	32.640062	79.492334	28.926444	22.090706	24.967163	31.239237	19.142229	25.792324	41.746148	34.014485	9.606505	33.700199	19.597098
1,977	41.740317	48.216747	34.780783	69.309665	30.443267	17.291419	66.975814	27.805756	34.324906	28.372613	26.919731	19.891428	65.265957	36.330562	191.306215	31.36579	43.607089	44.953583	43.383451	31.546082	51.260504	47.517117	11.547075	19.253079	32.602177	31.593096	112.433076	null	31.121564	20.048971	null	19.579411	50.814046	58.655314	37.321195	41.481389	56.274876	29.32952	16.924982	17.6602	null	38.338231	70.913017	26.729776	59.215114	21.927644	31.239237	16.62837	25.792324	45.379147	38.012683	7.798478	33.700199	20.217602
1,978	40.168732	48.216747	34.545364	68.524389	27.750829	20.226401	66.975814	28.122029	33.88576	27.967569	26.919731	19.891428	61.069087	37.435494	191.306215	33.936212	43.607089	44.953583	43.383451	31.546082	46.921365	59.887974	9.687411	19.253079	36.053109	38.688022	90.595341	null	31.121564	24.057401	null	29.828568	44.785886	54.822742	30.068354	41.481389	56.274876	27.828701	16.924982	23.80012	null	32.319173	67.594822	24.00785	56.146766	22.526518	31.239237	15.214132	25.792324	65.254237	38.737469	18.862501	33.700199	19.985451
1,979	32.865749	48.216747	37.021789	65.249925	29.282444	22.722142	66.975814	28.242395	35.132939	34.637629	26.919731	19.891428	48.627451	37.662606	191.306215	42.971525	43.607089	44.953583	43.383451	31.546082	37.403041	63.255213	11.161505	19.253079	41.526451	31.611021	123.618502	null	31.121564	30.38713	null	27.226039	41.292502	53.701046	29.86461	41.481389	56.274876	36.871194	16.924982	22.751378	null	30.960205	66.357985	27.085664	75.637182	22.863602	31.239237	19.355642	25.792324	61.090226	41.96783	17.531352	33.700199	22.661134
1,980	30.338462	48.216747	37.322107	66.442302	31.262508	23.292065	66.975814	27.131391	41.080783	28.865677	26.919731	19.891428	60.127636	41.17866	191.306215	42.868399	43.607089	44.953583	43.383451	31.546082	31.63017	63.598473	9.154765	19.253079	41.841894	35.899832	110.086284	null	31.121564	19.601012	null	29.22374	46.036529	60.607453	28.006134	41.481389	56.274876	38.126075	16.924982	26.382073	null	33.191227	63.008252	38.217222	88.645408	24.636328	31.239237	23.23555	25.792324	61.409396	45.600904	26.032251	33.700199	26.523024
1,981	30.877743	48.216747	43.958872	71.530328	31.435114	22.037696	70.69525	28.414125	34.059744	22.661319	26.920193	19.891428	76.093779	42.284195	191.306215	43.498141	43.607089	44.953583	43.383451	31.546082	40.695569	66.757031	5.323163	19.253079	35.718559	33.820304	117.007874	null	31.121564	14.643538	null	28.802889	51.761294	54.453432	34.764845	41.481389	67.788677	36.201492	16.924982	21.75473	null	44.503321	56.593317	39.738431	68.353281	26.989564	31.239237	23.627681	25.792324	55.736434	49.83902	22.059373	33.700199	25.905417
1,982	28.998075	48.216747	40.0863	69.274197	31.624035	26.907446	79.188491	28.911056	34.224507	13.494826	26.920914	19.891428	68.507042	39.326793	191.306215	37.868721	43.607089	44.953583	43.383451	31.546082	39.666919	59.63816	2.982036	19.253079	41.285195	31.558271	116.807578	null	31.121564	12.9152	null	29.633341	58.500556	49.306283	33.735531	41.481389	60.928184	36.097536	16.924982	24.150491	null	37.485521	62.191569	25.933313	68.036134	23.754235	31.239237	24.410774	25.792324	65.888024	47.439847	17.520092	33.700199	22.219708
1,983	25.802311	48.216747	31.577723	62.565618	29.574148	24.74776	77.808821	29.303588	36.616261	23.541529	26.921391	19.891428	51.764264	35.720317	191.306215	34.210526	43.607089	44.953583	43.383451	31.546082	43.542521	62.482251	5.988981	19.253079	32.253723	28.212773	116.607283	null	31.121564	11.140493	null	32.082717	52.698889	46.378608	29.859397	41.481389	52.652622	26.914338	16.924982	20.75899	null	44.834348	56.23537	22.035073	72.535515	18.488351	31.239237	21.21654	25.792324	52.013423	42.719783	13.643803	33.700199	19.47393
1,984	27.466368	48.216747	30.931928	57.962199	28.757792	23.55231	77.700399	30.993426	35.501677	24.053032	26.920599	19.891428	45.62337	31.79127	191.306215	31.962025	43.607089	44.953583	43.383451	31.546082	40.200488	64.789191	10.770584	19.253079	51.281414	32.054005	116.406987	null	31.121564	12.514896	null	36.878972	50.512855	51.328406	34.7285	41.481389	51.54464	26.970389	16.924982	19.664259	null	42.540677	54.445175	12.405202	61.147254	20.894199	31.239237	16.492538	25.792324	51.975781	44.328177	14.325157	33.700199	20.804997
1,985	26.742188	48.216747	36.6486	51.231759	31.026082	20.786902	79.182806	31.575817	31.635975	31.32703	26.920945	19.891428	56.005356	32.397601	191.306215	27.882038	43.607089	44.953583	43.383451	31.546082	57.280906	53.916616	13.589352	19.253079	57.709533	30.146502	116.206692	null	31.121564	12.544516	null	42.718174	55.796574	54.685539	33.801848	41.481389	40.115194	32.840685	16.924982	19.887389	null	33.899307	54.971265	16.609393	19.322373	20.045385	31.239237	11.878144	25.792324	57.138686	38.133166	15.008332	33.700199	22.007902
1,986	23.171953	48.216747	32.615497	49.12874	28.971166	22.31563	75.442662	22.724436	28.622632	35.375795	26.920889	19.891428	53.668534	30.181449	191.306215	22.222222	43.607089	44.953583	43.383451	31.546082	54.704335	56.09832	20.13559	19.253079	31.835105	29.89303	116.006396	null	31.121564	11.697722	null	34.958171	54.777839	53.127327	28.398236	41.481389	46.190894	20.69187	16.924982	20.154517	null	28.263744	47.729124	15.010142	29.835067	19.401258	31.239237	8.204356	25.792324	55.688623	37.302385	15.23828	33.700199	21.520942
1,987	18.41211	48.216747	30.950607	48.442188	28.08113	25.738632	65.733578	20.626039	28.550293	36.432478	26.920878	19.891428	38.620886	29.620258	191.306215	22.718447	43.607089	44.953583	43.383451	31.546082	45.219507	59.286904	26.185523	21.057741	38.956151	26.397547	115.806101	null	31.121564	15.989423	null	30.494783	45.986953	61.678837	27.176252	41.481389	51.377344	25.18159	16.924982	19.141229	null	25.06461	42.681196	23.188857	30.933624	18.079878	31.239237	11.135612	25.792324	50.772509	35.815713	18.043292	33.700199	21.274886
1,988	22.603719	48.216747	32.083089	43.92965	27.130982	25.953183	59.493963	15.961634	25.053882	30.10424	26.920759	19.891428	40.424886	27.890143	191.306215	35.227273	43.607089	44.953583	43.383451	31.546082	41.791437	58.453283	24.062116	21.312053	51.168194	27.603769	115.605805	null	31.121564	16.912177	null	32.246212	43.530958	68.760082	25.141056	41.481389	44.754175	23.588561	16.924982	17.603288	null	25.606752	52.691094	14.391489	21.904115	20.048818	31.239237	7.69986	25.792324	50.958505	41.657622	17.777367	33.700199	20.360003
1,989	28.514056	48.216747	24.804938	46.136267	23.645897	22.943565	62.212347	17.769447	26.463161	31.408667	26.921135	19.891428	34.828807	29.055208	191.306215	32.337662	43.607089	44.953583	43.383451	31.546082	41.198053	65.27742	24.343254	20.428293	46.189516	30.123348	115.405509	null	31.121564	16.406828	null	29.00523	39.188056	70.580026	27.795907	41.481389	46.510225	23.298329	16.924982	17.288484	null	26.573486	50.798036	17.670777	41.515703	18.992925	31.239237	9.342253	25.792324	49.189064	47.661602	18.093228	33.700199	21.72026
1,990	24.937029	48.216747	26.538879	49.791913	24.455959	27.775147	68.819615	17.313531	25.875515	27.906815	26.920578	19.891428	19.041995	27.111621	191.306215	32.56785	43.607089	44.953583	43.383451	31.546082	30.858941	71.582679	25.850288	22.935583	37.034513	31.328308	115.205214	null	31.121564	19.510722	null	30.930569	41.944581	71.196573	30.067367	41.481389	50.198773	20.548139	16.924982	14.06955	null	27.733162	47.482541	34.000772	33.560689	16.673259	31.239237	7.068048	25.792324	33.523322	50.604214	19.368823	33.700199	22.792406
1,991	23.599765	48.216747	30.342231	46.528871	23.348688	28.505183	64.389896	14.639899	26.122651	24.397908	26.920923	19.891428	28.049954	26.986095	191.306215	35.377778	43.607089	44.953583	43.383451	31.546082	33.271479	34.664027	25.524803	20.976699	37.791123	28.556067	115.004918	null	30.764948	19.78435	null	31.255713	28.276219	65.171364	27.460528	41.481389	49.867617	18.318219	16.924982	18.055369	null	26.66717	43.214509	28.994674	35.172533	15.540794	31.239237	11.736791	23.164875	34.185934	45.320398	21.937772	33.700199	27.168079
1,992	23.86949	48.216747	33.501598	41.571691	19.527536	29.476951	66.656882	18.31557	26.363376	24.813814	26.920853	19.891428	16.448609	28.115578	191.306215	30.913012	43.607089	44.953583	43.383451	31.546082	33.793289	36.850377	28.76764	17.881997	50.111886	26.670496	114.804623	null	25.469028	18.661464	null	33.872902	19.955957	61.715979	28.091162	50.185677	48.958568	16.924986	16.924982	18.263039	null	26.46779	41.504379	32.901932	36.784376	15.366207	31.239237	14.424936	27.099993	28.681544	46.465	24.291055	33.700199	36.485231
1,993	23.138936	48.216747	32.917416	39.112408	20.673541	27.161036	47.045601	9.768126	22.889067	29.323887	26.921037	19.891428	31.339824	25.906069	191.306215	30.090206	43.607089	71.503311	43.383451	31.546082	34.548423	36.437906	36.415201	19.260916	32.716864	33.954851	114.604327	null	31.547364	19.056196	null	30.392099	20.715369	63.427583	27.607705	46.999641	49.491966	15.189674	16.924982	20.503761	null	25.220253	47.263974	28.57729	38.39622	15.783758	31.239237	7.236008	32.852818	25.238078	47.965628	21.177312	33.700199	32.447448
1,994	26.053713	48.216747	36.073461	40.358211	25.027601	28.481759	56.517143	15.4801	25.018621	34.882749	26.921225	19.891428	74.219227	29.309256	191.306215	28.057143	43.607089	82.862115	43.383451	31.546082	38.251047	28.676461	36.762517	17.737444	34.309371	34.225844	114.404031	null	26.117187	23.539116	null	36.991496	27.986255	64.590992	26.375052	48.229183	45.388102	20.501497	16.924982	64.793042	null	33.516696	39.834821	25.648521	40.008063	17.565271	31.239237	9.919578	30.041394	31.743739	47.872112	19.098828	33.700199	36.519525
1,995	28.996229	48.216747	36.431198	43.758674	26.606915	27.278284	60.378599	15.063785	28.254946	33.767539	26.920834	23.726243	63.607934	34.443044	191.306215	27.696078	43.607089	82.934609	43.383451	31.546082	35.747697	35.501149	32.926648	16.820388	35.143263	39.15404	114.203736	null	22.41573	24.387594	null	36.683161	31.930477	60.270414	29.041805	52.410551	48.872081	20.239483	16.924982	25.821381	null	32.068544	43.07751	26.440814	41.619907	19.440173	31.239237	9.802957	28.583381	32.844445	48.810096	20.831154	36.325748	40.920449
1,996	23.9447	48.216747	30.01898	37.127131	27.616693	15.753401	55.29081	20.85312	25.614019	29.066524	26.921356	30.313494	59.94945	24.749486	191.306215	26.198779	43.607089	87.38375	43.383451	31.546082	33.007656	29.155723	40.092762	16.696731	31.835767	32.111509	114.00344	null	23.891626	18.857599	null	33.622944	31.292476	63.418393	25.259568	39.176283	51.139573	21.244073	16.924982	26.198696	null	28.188267	70.743626	32.150296	43.23175	20.424509	31.239237	13.86957	21.997208	34.461105	43.610979	23.424374	35.342573	35.939548
1,997	21.3376	48.216747	31.535495	47.723677	26.603888	14.439907	58.53762	21.81898	28.934228	30.769265	26.920738	15	60.16154	25.844339	191.306215	24.896578	43.607089	85.799954	43.383451	31.546082	37.232254	25.385296	52.991547	15.674087	64.587364	31.37073	113.803145	null	21.846067	20.730805	null	33.210863	29.357509	65.461939	27.226037	32.56959	50.195105	19.636457	16.924982	25.670121	null	28.90839	56.836932	15.078329	44.843594	20.640743	31.239237	12.51496	17.690534	30.726556	41.38663	20.799053	30.901605	44.609791
1,998	22.516097	48.216747	32.500686	52.551867	28.131681	19.44028	59.085261	20.315469	28.392645	29.567357	26.920987	32.889218	72.624033	26.46938	191.306215	25.713292	43.607089	80.093082	43.383451	31.546082	48.568431	28.565388	46.728191	18.465433	39.39512	28.727981	113.602849	null	20.883692	20.919811	null	28.924397	26.931844	65.63172	24.629924	29.069842	50.760553	21.049635	16.924982	23.2094	null	29.513709	59.173993	21.271117	46.455437	21.516474	31.239237	15.173041	16.038178	32.666457	41.459672	20.404874	31.632543	45.120957
1,999	22.778996	48.216747	31.382258	43.731813	26.90081	15.963988	59.993074	17.809779	23.988694	32.189747	26.921204	17.541991	59.104119	27.156061	191.306215	23.309493	43.607089	86.724829	43.383451	31.546082	38.118948	28.015936	49.626765	17.854736	40.770536	27.35954	113.402553	null	14.581086	22.577792	null	29.775447	26.447752	65.999961	25.944207	36.643596	49.669831	18.719581	16.924982	21.920681	null	30.481005	65.430645	19.921272	48.067281	19.98908	31.239237	16.934961	14.855208	28.769095	39.926072	23.773136	34.730315	33.51408
2,000	20.788626	48.216747	26.742849	40.09292	26.278224	16.234754	60.51339	23.071132	25.287568	34.681076	26.921164	15.564791	43.612737	27.173933	191.306215	22.816819	43.607089	58.210741	43.383451	31.546082	32.669752	30.561146	67.246173	19.860337	39.644562	31.721473	113.202258	null	13.723089	23.657454	null	32.943985	33.423259	60.405086	29.243478	36.635196	44.396094	20.373077	16.924982	22.107685	null	30.91594	76.979978	39.395119	49.679124	21.816418	31.239237	13.419677	13.17631	28.651344	42.909076	22.097624	36.463608	35.907657
2,001	20.408418	48.216747	28.388592	38.867457	22.614088	15.784843	62.35431	26.311052	22.573246	49.65612	26.920968	13.054253	53.312454	25.64429	191.306215	22.330638	43.607089	61.255671	43.383451	31.546082	29.363381	25.108465	64.812838	20.587599	37.504028	33.01526	113.001962	null	16.632752	20.964877	null	33.888366	35.164217	60.970784	28.096026	31.675527	47.528159	19.557854	16.924982	21.929925	null	32.019898	97.37115	27.984514	51.290968	22.814285	31.239237	10.732828	14.193103	30.884626	46.735378	23.811894	39.558584	32.938959
2,002	23.452441	48.216747	24.041812	39.678347	22.447157	16.988025	68.544746	25.495564	20.14586	113.660867	26.920942	13.645503	53.939646	24.540787	191.306215	22.670889	43.607089	64.808983	43.383451	31.546082	32.150182	32.485566	54.872991	19.868964	28.220497	30.2747	112.801667	null	34.091958	28.366118	null	29.741838	32.011921	57.440603	28.365748	51.839216	48.246323	18.915578	16.924982	21.428758	null	33.527419	80.250589	30.249196	52.902811	25.034334	31.239237	14.215979	13.217576	30.171424	44.557341	25.064515	37.782819	34.972553
2,003	22.100072	49.579891	22.971933	37.007185	21.147805	20.994898	67.40403	20.806281	17.995222	58.745948	26.920829	30.030913	76.049412	24.519047	191.306215	24.383234	43.607089	67.565496	43.383451	31.546082	28.373174	37.765007	56.608103	17.273054	26.101717	30.045451	112.601371	null	33.295657	20.33644	null	32.858801	36.193252	53.392393	27.655372	47.356506	52.52303	20.108565	16.924982	21.53397	null	32.603193	81.315852	32.361201	54.514655	21.808589	31.239237	14.187694	15.355713	32.160378	42.906777	25.199002	36.628881	38.054929
2,004	22.965038	45.199589	21.389427	41.384035	24.599356	24.62337	69.562997	21.290169	19.246037	50.759733	26.921036	26.606901	50.838406	27.977007	191.306215	29.589944	43.607089	59.795508	43.383451	31.546082	26.728382	29.339517	60.367009	17.705712	30.258887	32.866745	112.401076	null	32.373371	29.318075	null	22.978636	51.949547	54.412978	30.202433	45.677387	42.06432	22.705535	16.924982	23.068151	null	34.55754	76.659232	29.490335	56.126498	22.886056	31.239237	16.131946	17.564203	34.296732	44.727268	22.763205	37.273093	41.56981
2,005	22.469177	41.064694	20.612291	35.581799	24.330322	28.899999	66.566479	22.752225	21.708184	32.985145	26.921128	29.370422	44.547809	30.941956	191.306215	32.609099	43.607089	54.940318	43.383451	31.546082	23.940927	30.115433	61.722297	24.080443	32.221429	35.969836	112.20078	null	27.144047	34.810699	null	24.005134	61.481853	63.368423	33.497928	44.141497	40.271804	23.936326	16.924982	23.528554	null	35.096606	93.994201	29.721802	57.738342	23.828017	31.239237	21.41277	19.975906	36.271641	45.318956	24.814586	31.58957	42.495059
2,006	20.151158	31.157296	21.716773	34.831607	24.149679	35.1	72.684492	22.92534	22.079865	32.305754	26.921095	26.263161	48.136634	30.849447	191.306215	31.568723	36.207132	38.361337	43.383451	31.546082	28.077593	29.339756	39.862864	45.561986	38.382941	32.251545	112.000484	null	25.898774	34.615925	null	24.38022	40.424398	68.618926	35.043231	39.310216	41.467136	22.660931	16.924982	22.33802	null	34.884153	94.485897	12.57784	59.350185	27.669891	31.239237	21.107668	24.353175	36.565164	47.912414	28.357872	25.26386	46.86448
2,007	22.825318	40.154285	27.070931	42.016562	23.431175	31.999999	32.075091	26.237049	23.465572	31.637202	24.180837	41.070141	80.101235	30.93999	191.306215	34.828142	45.462496	28.787707	43.383451	31.546082	26.603875	26.260887	40.829232	47.570076	35.124226	31.975798	111.800189	null	29.299838	38.906528	null	25.568717	45.540894	65.008953	39.921873	37.799542	55.124103	22.436264	16.924982	22.303149	null	38.716916	88.084736	12.759092	60.962029	29.166175	31.239237	17.502802	28.227769	36.982519	52.981179	30.052348	32.180265	46.387531
2,008	25.38131	48.88968	25.634639	52.061317	25.23599	36.699999	32.248311	29.916052	23.433857	28.996388	27.997179	44.744492	59.705568	30.926952	191.306215	38.637633	39.463656	26.132193	43.383451	31.546082	26.799161	24.613899	44.484768	42.543781	33.372314	34.904541	108.208108	null	29.126452	46.650155	null	30.825004	52.517361	64.418794	45.362248	37.635151	65.991063	26.530734	16.924982	26.331756	null	41.915469	110.707558	13.493126	62.573872	33.71985	31.239237	16.475666	29.561933	36.812431	58.69083	31.978126	30.535529	68.054788
2,009	31.698748	63.688844	24.774662	52.647127	26.507013	29.200003	27.119279	22.593692	21.652597	31.9826	28.584984	36.133092	71.072454	31.260162	191.306215	31.596623	47.869867	23.443518	43.383451	31.546082	31.332845	26.031287	42.302873	47.299557	32.467439	27.170246	114.131409	null	44.384039	42.035868	null	22.329675	44.762869	56.75256	36.653778	39.915151	72.199669	34.534406	16.924982	26.438145	null	32.913424	116.546917	15.066721	64.185716	24.604789	34.52145	18.22668	25.338335	36.183213	47.977068	28.450312	26.870383	42.300235
2,010	28.502986	42.580519	28.358812	52.494671	28.55739	29.800004	55.264627	24.869695	22.804681	29.292816	29.911209	49.636456	55.536663	33.973365	191.306215	26.587104	58.909792	31.093089	43.383451	31.546082	31.49417	26.3447	45.901098	43.205367	30.875172	30.269928	107.976177	null	31.805206	36.000514	null	28.513314	47.681397	62.219401	39.753031	44.469121	59.790523	35.761572	16.924982	26.536114	null	32.476616	106.795741	18.061816	65.797559	24.62267	29.508966	15.252704	28.032911	38.893806	52.191281	24.444766	27.988769	53.483016
2,011	26.232004	39.312559	26.367377	54.72507	31.301753	34.200003	57.682189	27.292301	21.347798	24.881089	30.044545	45.682528	50.98001	29.434527	191.306215	24.688207	39.282034	29.238953	43.383451	31.546082	28.754005	25.780298	49.358845	53.352432	29.319364	36.852729	102.073762	null	24.859539	33.763454	null	24.942701	48.30252	65.094799	44.871387	53.027312	56.649366	34.95684	16.924982	27.057232	null	36.27333	112.114626	34.187155	67.409403	26.938202	27.150739	15.033633	34.531842	46.026747	54.051726	26.899502	32.32421	54.665462
2,012	26.374847	35.859967	26.84	63.760257	34.640523	34.009278	53.186463	26.159289	21.509316	20.987188	31.864568	37.548702	39.362407	35.318599	191.306215	24.314803	44.770431	29.238953	43.383451	31.630606	31.392468	27.858991	52.808817	53.536937	30.011289	31.758744	108.412642	null	31.356462	30.871022	null	26.631229	62.526768	65.707955	46.125006	75.917149	60.155071	28.985387	16.924982	28.546585	null	39.50093	119.131028	32.789511	69.021246	28.443468	28.787759	14.999722	31.996837	42.529132	55.637876	28.010408	35.284799	48.999912
2,013	28.351643	36.064847	31.629627	64.403278	36.958866	37.508823	48.653021	26.035428	23.426333	21.379312	30.194935	41.020084	40.068523	29.192277	191.306215	23.355192	39.239968	29.238953	43.383451	28.987714	33.27763	26.482755	35.318539	53.955826	26.743041	29.672462	95.115825	null	46.445753	33.095416	null	33.577677	56.850225	60.735909	43.604491	81.391569	60.222919	29.316116	16.924982	29.200957	null	38.277024	101.814702	34.424156	64.72313	30.495747	41.070489	17.351633	29.61884	47.817542	54.065251	26.596119	39.973524	36.668717
2,014	29.304056	34.637893	33.837434	58.214574	31.891558	34.299005	54.05556	27.222414	36.419304	17.672591	29.559352	41.857961	51.063982	25.523459	140.615208	22.676056	38.41591	29.238953	46.289092	29.099464	28.999437	36.421035	35.60466	50.083455	30.175537	29.697685	88.14278	null	44.286562	33.68752	null	32.368494	54.221171	58.065048	41.76058	83.567818	64.063052	29.795738	16.924982	30.034072	null	36.664232	114.17372	30.904387	62.538148	30.498955	26.242901	13.236198	27.286813	41.586182	53.159639	21.06619	37.37121	33.741765
2,015	32.676481	33.133918	32.035862	59.809994	32.981536	16.42101	52.873285	24.550997	36.077487	20.603018	27.668754	31.606863	76.463673	25.359621	122.942149	21.662097	42.219585	29.238953	43.391508	30.292811	27.917773	28.951524	42.689566	50.945859	29.323664	25.198651	86.830969	null	34.677533	32.829733	null	33.351228	47.151642	55.648127	37.292822	66.18891	61.868183	30.45906	16.924982	31.970189	null	35.433143	97.390384	25.997439	59.607763	29.013038	28.9	11.955362	23.652769	42.224013	48.848692	24.811973	42.726743	37.589025
2,016	31.274245	25.245673	31.38014	45.853335	31.977208	16.659203	53.905191	21.688653	35.708764	21.350029	26.459984	31.968768	80.191292	22.623716	109.307973	19.901085	41.187901	29.238953	44.049371	27.086958	26.098034	25.358453	36.68376	82.467955	30.525942	21.615275	90.535582	null	26.532289	31.742129	null	33.95374	39.228121	52.192038	40.388065	75.012421	58.956721	24.30477	16.924982	34.063104	null	32.547311	95.515931	28.954963	58.225605	27.705169	28.9	10.277179	19.070495	39.532382	48.797369	18.782198	38.633886	31.27546
2,017	29.487137	23.25272	34.271002	39.003909	32.816395	16.213719	57.98333	20.847923	39.883772	20.104446	28.263042	39.040857	46.654364	23.163721	155.869605	27.818048	43.565153	29.238953	43.713724	23.474275	24.841986	37.252845	36.671491	56.591335	30.379367	23.258398	98.889837	null	20.35171	34.440771	null	30.585491	44.309303	53.095096	41.566897	64.702177	47.598862	26.264571	16.924982	33.146887	null	35.775197	103.532664	27.670733	55.629148	26.195856	28.9	11.719246	17.4491	32.729381	54.088019	20.175924	36.592837	30.370142
2,018	29.013062	25.541723	34.520964	43.22696	32.516719	20.914048	60.001531	21.851349	33.72017	20.893651	30.08713	37.366201	38.372624	23.343309	143.778914	27.926364	44.031147	29.238953	44.611573	22.826691	22.737521	42.524284	34.503622	48.777016	29.542722	21.872778	94.601844	null	24.167629	36.305481	null	30.100787	52.560479	51.990913	43.42645	79.076422	45.831301	26.243111	16.924982	34.676115	null	38.840748	98.663133	26.138634	59.6085	26.988508	28.9	14.217717	17.903467	33.131851	58.386253	21.551353	36.930965	28.386265
2,019	26.098901	17.038783	34.050805	46.005164	31.150997	23.85417	56.897623	23.528423	34.31042	21.709268	29.494618	29.367493	35.37694	21.999922	154.221366	24.479986	43.748043	29.238953	41.879517	20.875329	21.997016	35.83202	39.375203	43.373264	31.811268	20.331466	94.307305	null	36.638647	34.176922	null	32.271488	51.08917	51.82481	41.905058	68.449115	46.500269	26.34319	16.924982	36.150219	null	39.253116	91.051578	27.856684	57.243054	26.695867	28.9	17.666637	16.981843	32.329941	56.381552	22.251996	34.155012	28.241814
2,020	24.854555	27.627488	24.960763	46.373052	28.962913	22.22401	53.100084	18.503094	34.34854	19.355971	28.058183	29.886806	28.587581	20.949163	108.610017	19.65348	37.082435	29.238953	40.548677	16.878914	22.514572	37.787876	35.050078	68.795441	27.765537	17.595947	96.647592	null	30.612003	28.868632	null	30.899288	45.370064	46.48075	38.049696	67.116273	43.247373	25.775145	16.924982	35.86201	null	39.346319	86.936642	20.705354	62.035185	23.183745	28.9	4.829832	14.459141	32.28501	46.354834	21.585894	32.486663	25.020311
2,021	23.392692	26.719223	27.136055	46.846197	29.623285	23.81837	53.60526	20.221951	30.93166	17.663155	32.150689	40.095482	32.709632	22.817765	120.749535	19.295823	31.839098	29.238953	45.521099	16.713348	24.409192	35.480648	32.652711	58.9769	27.698107	20.054729	93.04039	null	72.229462	32.124226	null	33.28028	48.45085	53.798295	42.387332	71.728466	51.587892	27.022173	16.924982	34.791337	null	44.736392	103.506944	26.571971	62.939705	24.931115	28.9	1.877678	15.795162	33.955465	51.871381	25.932623	33.992421	28.071885
2,022	20.393397	25.299428	23.566263	42.068096	33.099031	23.344222	58.309883	21.964789	32.93307	16.253034	37.441743	48.230717	34.34919	28.599031	143.034674	21.896079	28.845931	29.238953	48.131928	18.351539	24.484356	36.152071	35.451412	48.746621	31.381453	21.49917	95.867599	null	64.340761	40.00384	null	35.494731	62.288091	63.095453	56.320581	85.452636	58.804083	26.403074	16.924982	38.667018	null	52.900657	99.705232	28.26048	73.077973	31.411553	28.9	1.127673	19.589741	39.888614	64.848785	22.483306	29.103318	36.891437
2,023	20.063378	26.169327	24.659612	36.5535	35.960026	24.448025	56.256514	20.603585	29.039744	17.119517	35.328898	46.577972	39.314467	27.752264	134.515361	21.344309	24.840955	29.238953	51.412933	14.002283	26.82699	32.831506	32.617045	51.697464	27.92737	20.405974	98.590775	null	70.541464	34.129994	null	32.758318	53.182581	57.569064	51.039322	60.348387	67.143945	22.768761	16.924982	39.901173	null	48.287824	97.418893	34.344898	72.952497	32.425569	28.9	1.36562	21.016605	37.522133	59.241565	21.739987	37.395763	29.215564
2,024	20.063378	24.413176	21.799645	40.928535	34.941019	24.448025	53.237518	21.148986	32.366249	17.24519	34.4617	50.872877	40.40848	27.068819	148.259754	23.22451	25.377199	29.238953	51.412933	11.760236	29.202587	37.187529	34.100776	56.055417	28.185561	19.156611	98.590775	null	59.101236	31.346409	null	28.383069	53.182581	57.791585	52.471747	52.937731	67.984642	20.814391	16.924982	39.132333	null	43.142327	103.200849	43.537962	74.341139	29.852753	28.9	1.26842	21.682638	38.091071	56.554591	24.563071	37.395763	30.567336

Africa: Imports of goods and services (% of GDP)

Dataset summary

This dataset provides values for "Imports of goods and services (% of GDP)" across African countries, standardized and made ML-ready.
Geographic scope: 54 African countries.
Temporal coverage: 1960–2024 (annual).
Units: As defined by the World Bank indicator.

Source & licensing

Source: World Bank – World Development Indicators (WDI), Indicator code: NE.IMP.GNFS.ZS.
License: World Bank Open Data terms. Users are responsible for compliance with the World Bank Data Terms of Use.

Intended uses

Cross-country analyses and visualization related to trade, logistics, and economic indicators.
As an input feature for ML models in trade, development, and economic domains.
Educational and exploratory data analysis.

Use with caution for early years and countries with imputed values.

Processing summary

Missing values in the pivot were handled via:

Linear interpolation along years (limit_direction="both")
Forward fill
Backward fill Countries with no observations across all years remain entirely NaN.

Coverage and data quality notes

Earliest non-missing observation (across all countries): 1960.
Countries with no observations (all NaN in pivot):
- Liberia, Malawi, Sao Tome and Principe.

Downloads last month: 5

Number of rows:

Total file size:

66.1 kB