Datasets:

electricsheepafrica
/

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

year int64 1.96k 2.02k	Algeria float64 12.9 46.2	Angola float64 28.1 72.5	Benin float64 3.52 31.4	Botswana float64 22.8 75.1	Burkina Faso float64 2.8 32.8	Burundi float64 4.55 17.6	Cabo Verde float64 13.3 46.7	Cameroon float64 14.7 33.5	Central African Republic float64 9.84 34.3	Chad float64 6.56 51	Comoros float64 5.67 12.9	Congo, Dem. Rep. float64 11.4 46.6	Congo, Rep. float64 19.5 81.5	Cote d'Ivoire float64 21 46.8	Djibouti float64 104 167	Egypt, Arab Rep. float64 10.3 33	Equatorial Guinea float64 35.2 89.2	Eritrea float64 4.43 30.6	Eswatini float64 40.9 48.7	Ethiopia float64 5.55 16.7	Gabon float64 31.2 73.1	Gambia, The float64 6.55 59.9	Ghana float64 3.34 48.8	Guinea float64 13.2 56.2	Guinea-Bissau float64 4 26.5	Kenya float64 9.64 38.9	Lesotho float64 10.9 53.2	Liberia null	Libya float64 14.6 92.1	Madagascar float64 8.15 31.5	Malawi null	Mali float64 9.66 28.1	Mauritania float64 11.4 50.2	Mauritius float64 36.8 67.1	Morocco float64 16.4 44.8	Mozambique float64 8 49.8	Namibia float64 32 70.4	Niger float64 7.1 31.2	Nigeria float64 9.24 9.24	Rwanda float64 5.15 30.8	Sao Tome and Principe null	Senegal float64 11.5 28.1	Seychelles float64 8.72 105	Sierra Leone float64 7.76 34.7	Somalia float64 4.76 33.2	South Africa float64 18.4 33.4	South Sudan float64 9.74 66.1	Sudan float64 1.11 20.3	Tanzania float64 7.07 22.4	Togo float64 17 52.8	Tunisia float64 19 55.7	Uganda float64 7.06 29.9	Zambia float64 23.9 52.2	Zimbabwe float64 16.4 43.4
1,960	39.043173	57.084996	6.123914	26.275636	4.861965	12.5	17.074768	23.759392	23.272724	13.389646	8.836452	22.625294	20.453325	34.239547	156.414102	19.866193	87.417383	11.423606	41.794623	16.686853	34.170987	36.170614	28.193326	21.323948	3.999926	31.095747	11.740891	null	39.676237	10.030184	null	11.361641	11.367359	50.090876	23.571635	7.999424	70.388133	7.100411	9.24153	12.436972	null	11.511477	17.599803	29.077045	12.715256	25.588094	66.02706	14.558899	8.691282	16.975309	19.046704	27.329451	32.950395	22.764979
1,961	46.244557	57.084996	4.58349	27.216323	5.428886	12.931035	17.074768	23.759392	26.490066	13.911033	8.836452	22.625294	19.459555	35.292519	156.414102	17.646307	87.417383	11.423606	41.794623	16.686853	31.211693	36.170614	26.129032	21.323948	3.999926	32.71717	12.54902	null	39.676237	14.604749	null	11.361641	11.367359	50.090876	21.753972	7.999424	70.388133	8.121235	9.24153	11.475408	null	14.514197	17.599803	29.077045	15.997051	25.341426	66.02706	13.316111	8.691282	16.975309	19.046704	24.418229	32.950395	22.764979
1,962	19.793873	57.084996	3.517823	27.926039	5.531984	13.114754	17.074768	23.759392	24.590165	14.030383	8.836452	22.625294	30.489597	34.392625	156.414102	15.05238	87.417383	11.423606	41.794623	16.686853	31.714257	36.170614	24.214792	21.323948	3.999926	32.037809	14.381271	null	39.676237	13.755029	null	11.361641	11.521404	50.090876	18.020266	7.999424	70.388133	9.283575	9.24153	9.279999	null	13.916372	17.599803	29.077045	12.794031	25.463623	66.02706	14.616216	8.691282	16.975309	19.046704	24.107405	32.950395	22.764979
1,963	24.684682	57.084996	3.82136	28.994443	5.579492	7.518797	17.074768	23.759392	25.236592	12.948275	8.836452	22.625294	36.472899	33.935452	156.414102	17.758857	87.417383	11.423606	41.794623	16.686853	47.102995	36.170614	21.181818	21.323948	3.999926	32.032948	14.880952	null	39.676237	12.780448	null	11.361641	19.974482	50.090876	17.922214	7.999424	70.388133	9.31115	9.24153	5.9375	null	12.076608	17.599803	29.077045	15.868871	24.841997	66.02706	16.705632	8.691282	16.975309	19.046704	28.290939	32.950395	22.764979
1,964	25.084059	57.084996	5.137338	28.81101	2.798836	14.093959	17.074768	23.759392	28.448269	13.727622	8.836452	22.625294	38.152602	35.88603	156.414102	18.398046	87.417383	11.423606	41.794623	16.686853	41.89187	36.170614	19.902913	21.323948	3.999926	33.389413	15.363881	null	39.676237	13.302797	null	11.361641	34.512865	50.090876	19.490149	7.999424	70.388133	9.266661	9.24153	12.000001	null	11.972786	17.599803	29.077045	15.980452	23.805621	66.02706	15.535788	8.691282	22.916667	19.046704	29.897857	32.950395	22.764979
1,965	22.603944	57.084996	7.267563	31.707317	4.652597	10.347964	17.074768	23.759392	27.100268	13.500255	8.836452	22.625294	36.008223	36.823411	156.414102	17.130876	87.417383	11.423606	41.794623	16.686853	43.243243	36.170614	17.121419	21.323948	3.999926	31.397315	15.561224	null	39.676237	13.211704	null	11.361641	33.44763	50.090876	18.163539	7.999424	70.388133	9.484851	9.24153	12.096776	null	12.018936	17.599803	28.866381	17.152059	22.292448	66.02706	14.231838	8.691282	20.91954	19.046704	25.577714	32.950395	22.764979
1,966	25.986198	57.084996	6.846545	29.268293	5.051731	10.77616	17.074768	20.994735	28.350515	13.912616	8.836452	22.625294	29.889299	36.406991	156.414102	16.333374	87.417383	11.423606	41.794623	16.686853	39.735106	36.170614	14.624506	21.323948	3.999926	32.411634	10.864198	null	39.676237	17.294715	null	11.361641	34.08429	50.090876	18.961253	7.999424	70.388133	12.452714	9.24153	11.279369	null	12.726996	17.599803	27.777778	14.958665	21.97813	66.02706	14.316115	8.691282	24.105461	21.043001	25.567322	32.950395	22.764979
1,967	23.434417	57.084996	7.665822	24.613848	4.928506	10.80059	17.074768	20.625273	26.30273	14.361895	8.836452	22.625294	30.479457	36.223719	156.414102	16.825785	87.417383	11.423606	41.794623	16.686853	48.053907	40.52147	17.420213	21.323948	3.999926	28.464334	12.048193	null	39.676237	17.514253	null	11.361641	32.981844	50.090876	17.903477	7.999424	70.388133	8.429536	9.24153	10.512032	null	11.711657	17.599803	27.078385	13.650647	21.396337	66.02706	15.11524	8.691282	23.508772	21.210526	25.300333	32.950395	22.764979
1,968	23.135635	57.084996	9.334643	23.052632	6.204738	10.295696	17.074768	22.123552	34.312298	14.941012	8.836452	22.625294	30.385836	40.699872	156.414102	11.799921	87.417383	11.423606	41.794623	16.686853	48.422483	39.990437	20.352941	21.323948	3.999926	29.400811	12.075644	null	39.676237	17.750339	null	10.22257	30.124006	50.090876	18.483842	7.999424	70.388133	7.977599	9.24153	8.739836	null	13.534303	17.599803	23.682803	14.892573	21.958797	66.02706	15.114687	8.691282	26.210351	20.934609	23.940621	32.950395	22.764979
1,969	23.788777	57.084996	11.773219	22.772277	5.817214	9.658715	17.074768	23.383429	27.334664	13.206788	8.836452	22.625294	32.07549	36.761798	156.414102	13.452832	87.417383	11.423606	41.794623	16.686853	54.65546	40.39288	19.74013	21.323948	3.999926	29.528655	13.582343	null	39.676237	18.10927	null	11.203632	30.78851	50.090876	18.377618	7.999424	70.388133	9.357656	9.24153	7.678853	null	14.698639	17.599803	27.629744	15.989734	20.043621	66.02706	15.700295	8.691282	28.448276	22.135263	21.528693	32.950395	22.764979
1,970	22.072733	57.084996	15.17658	24.655547	5.45524	10.688777	17.074768	26.209932	31.938498	16.259837	8.836452	22.625294	34.736829	35.769326	156.414102	13.568216	87.417383	11.423606	41.794623	16.686853	49.720659	37.791556	21.336875	21.323948	3.999926	29.825726	12.219959	null	39.676237	19.160338	null	12.469556	32.351652	50.090876	17.636981	7.999424	70.388133	10.772383	9.24153	11.505229	null	16.093534	17.599803	31.021328	10.673683	18.401953	66.02706	16.340763	8.691282	29.308005	21.995765	23.352229	32.950395	22.764979
1,971	18.442519	57.084996	17.785799	33.14978	5.511468	8.43575	17.074768	23.018158	29.799233	15.912385	8.836452	22.625294	32.581725	32.209993	156.414102	13.241698	87.417383	11.423606	41.794623	16.686853	66.317697	32.367249	15.76	21.323948	4.158115	28.639355	12.797075	null	39.676237	14.444668	null	13.415911	31.882334	50.090876	16.95332	7.999424	70.388133	12.36784	9.24153	10.211427	null	15.327676	17.599803	31.267839	12.652131	18.478261	66.02706	15.63755	8.691282	27.838828	24.103495	19.81626	32.950395	22.764979
1,972	20.449562	57.084996	14.384402	37.372148	6.399727	11.734443	17.074768	20.39187	24.934801	14.565098	8.836452	22.625294	28.309179	33.512121	156.414102	12.710239	87.417383	11.423606	41.794623	16.686853	73.087438	33.773057	20.71048	21.323948	4.355569	26.587829	16.07717	null	39.676237	14.262974	null	10.029273	38.22746	50.090876	18.573999	7.999424	70.388133	14.213706	9.24153	8.281939	null	18.135987	17.599803	27.772635	14.649975	21.458134	66.02706	16.018968	8.691282	23.515982	25.348946	19.389671	32.950395	22.764979
1,973	25.503663	57.084996	15.661976	38.831514	6.311798	11.016173	17.074768	20.693726	28.618042	15.728777	8.836452	22.625294	31.622517	35.753891	156.414102	13.535151	87.417383	11.423606	41.794623	16.686853	58.845431	35.102656	21.451014	21.323948	6.059836	27.393835	14.268728	null	39.676237	14.247856	null	10.187919	37.124377	50.090876	20.836714	7.999424	70.388133	15.514769	9.24153	11.598362	null	16.857624	17.599803	24.638777	14.580242	21.686956	66.02706	14.848343	8.691282	20.575221	26.0575	16.551497	32.950395	22.764979
1,974	38.749044	57.084996	14.316756	40.923299	8.320763	9.753397	17.074768	25.43809	27.736824	18.391081	8.836452	22.625294	53.229184	45.696888	156.414102	20.36741	87.417383	11.423606	41.794623	16.686853	57.546408	38.973032	18.32618	21.323948	5.018367	33.675884	13.658537	null	39.676237	15.526161	null	12.723725	38.283783	50.090876	27.556649	7.999424	70.388133	12.270563	9.24153	12.168758	null	25.294616	17.599803	24.096863	14.262279	24.154607	66.02706	12.709467	8.691282	42.234124	35.366326	14.719467	32.950395	22.764979
1,975	33.688936	57.084996	14.528246	43.594137	7.348254	8.275646	17.074768	22.684959	21.130347	14.402667	8.836452	22.625294	35.888078	36.728583	156.414102	18.167942	87.417383	11.423606	41.794623	16.686853	49.524221	44.708571	19.363998	21.323948	5.184907	29.823686	14.466546	null	39.676237	15.859518	null	9.661185	30.471369	50.090876	22.472879	7.999424	70.388133	19.246529	9.24153	9.171882	null	21.548829	17.599803	25.108486	11.703068	23.844942	66.02706	12.093605	8.691282	27.747467	31.043988	8.650405	32.950395	22.764979
1,976	33.054584	57.084996	12.991246	50.386399	8.205252	13.726484	17.074768	22.642597	22.186866	16.083928	8.836452	22.625294	40.377155	41.74147	156.414102	17.167318	87.417383	11.423606	41.794623	16.686853	45.584759	41.056852	15.706405	21.323948	5.272579	32.450471	17.912773	null	39.676237	15.163742	null	11.005708	30.078569	50.090876	17.915053	7.999424	70.388133	22.263654	9.24153	14.578953	null	21.475751	17.599803	21.540005	9.296069	23.91359	66.02706	11.223613	8.691282	31.841526	29.084325	11.38806	32.950395	21.960248
1,977	30.586567	57.084996	16.178903	50.900723	7.960267	17.59561	17.074768	25.059953	25.204398	15.354042	8.836452	22.625294	45.584995	42.626042	156.414102	21.586134	87.417383	11.423606	41.794623	16.686853	51.593741	36.735501	10.49897	21.323948	9.30433	34.958869	11.89768	null	39.676237	16.444991	null	12.755695	25.984498	48.157192	16.895963	7.999424	70.388133	19.642592	9.24153	14.267766	null	25.615518	17.18532	19.719514	20.261628	26.283743	66.02706	9.375	8.691282	26.658768	29.581641	9.152644	32.950395	21.395029
1,978	25.535837	57.084996	16.525088	52.060538	7.468419	11.707693	17.074768	23.655198	23.420318	16.422741	8.836452	22.625294	43.721437	36.521203	156.414102	19.903171	87.417383	11.423606	41.794623	16.686853	61.75816	33.681222	8.357953	21.323948	7.734686	28.935518	17.256255	null	39.676237	17.151038	null	11.597985	26.449526	42.650422	16.370889	7.999424	70.388133	22.530648	9.24153	14.780998	null	17.890554	17.725454	19.82263	25.859327	28.424993	66.02706	7.919953	8.691282	35.381356	30.963404	13.652858	32.950395	22.021695
1,979	31.1483	57.084996	17.516379	54.123017	8.246134	14.162645	17.074768	21.078547	22.432567	17.778601	8.836452	22.625294	47.411765	34.603322	156.414102	26.492738	87.417383	11.423606	41.794623	16.686853	58.485883	34.959557	11.232372	21.323948	7.272209	25.753154	22.103971	null	39.676237	14.575382	null	11.992421	26.305924	42.103273	17.010138	7.999424	70.388133	28.541149	9.24153	21.046063	null	18.842477	17.201017	19.904893	24.34058	31.243406	66.02706	9.955991	8.691282	33.646617	38.980151	19.401363	32.950395	21.800003
1,980	34.338461	57.084996	15.816513	53.059244	8.950521	8.809381	17.074768	27.884748	25.221545	16.944907	8.836452	22.625294	60.016648	35.001629	156.414102	30.514638	87.417383	11.423606	41.794623	16.686853	64.720195	42.736212	8.466349	21.323948	12.687559	29.516964	21.005653	null	39.676237	10.665346	null	14.806874	29.189414	50.487302	19.335934	7.999424	70.388133	24.584223	9.24153	14.436522	null	16.109605	14.136157	22.864561	33.239155	31.870988	66.02706	10.500681	8.691282	48.196309	40.237255	19.443842	32.950395	23.367392
1,981	34.587251	57.084996	15.9305	49.705064	9.276411	9.143351	21.469138	21.867053	24.38345	15.10046	8.835326	22.625294	58.021045	35.175003	156.414102	30.961436	87.417383	11.423606	41.794623	16.686853	63.363506	43.961092	4.755873	21.323948	11.193158	30.459881	19.291339	null	39.676237	8.889828	null	13.299785	35.723815	44.131056	22.671211	7.999424	56.390469	24.155824	9.24153	9.825506	null	21.348601	10.906578	23.015013	24.814114	25.203391	66.02706	9.650743	8.691282	40.077519	41.371937	16.07717	32.950395	19.425226
1,982	30.924856	57.084996	17.771036	54.561983	8.195716	10.211975	22.92743	33.214338	22.177752	6.561971	8.836371	22.625294	55.267606	36.423229	156.414102	26.333274	87.417383	11.423606	41.794623	16.686853	61.594751	44.334387	3.338307	21.323948	7.840236	26.657466	20.597393	null	39.676237	8.462374	null	14.255043	31.758787	46.529176	21.604739	7.999424	52.35731	20.970572	9.24153	11.552559	null	19.618085	10.168602	15.755687	25.962698	23.387581	66.02706	9.98076	8.691282	52.762329	36.909916	8.381171	32.950395	16.92558
1,983	27.941806	57.084996	13.764289	62.083447	7.884149	9.04558	24.627946	30.397603	24.148999	16.418877	8.835935	22.625294	57.945445	36.95986	156.414102	22.932331	87.417383	11.423606	41.794623	16.686853	61.32477	50.48829	5.555918	21.323948	6.009148	25.949932	21.903448	null	39.676237	8.149204	null	15.926095	36.255497	46.02298	22.754698	7.999424	45.045962	20.824921	9.24153	11.581767	null	23.729967	13.612384	11.070838	23.578812	21.767851	66.02706	10.561537	8.691282	43.993289	34.364249	8.659426	32.950395	16.442925
1,984	25.710016	57.084996	19.579375	60.811272	10.960914	11.504007	22.773056	33.478594	23.393994	18.017807	8.835993	22.625294	61.627543	45.311928	156.414102	20.56962	87.417383	11.423606	41.794623	16.686853	59.092662	51.124937	8.044027	21.323948	13.401208	26.749893	23.209503	null	39.676237	10.749775	null	19.064372	36.13664	48.023324	25.634179	7.999424	45.366628	22.905326	9.24153	12.631434	null	22.89261	16.730938	10.624657	14.604922	22.498742	66.02706	8.467151	8.691282	51.210962	32.962697	12.692423	32.950395	20.561138
1,985	23.583933	57.084996	23.652618	66.291049	9.921465	11.026619	22.638479	33.448771	22.008519	11.906635	8.836741	22.625294	56.788216	46.774913	156.414102	18.230563	87.417383	11.423606	41.794623	16.686853	62.572476	43.86485	10.654486	21.323948	9.757992	25.298933	24.515557	null	39.676237	9.894804	null	17.016538	47.489329	52.815186	25.513226	7.999424	51.616498	20.685952	9.24153	10.782507	null	18.734465	16.32047	14.822451	6.335206	27.902881	66.02706	5.750957	8.691282	48.408759	32.103216	13.738525	32.950395	22.205775
1,986	12.854757	57.084996	16.675921	68.330849	8.990563	11.723228	17.609862	23.281371	18.186426	13.394104	8.835728	22.625294	39.833701	39.495908	156.414102	13.8322	87.417383	11.423606	41.794623	16.686853	35.191312	46.624152	16.576097	21.323948	5.235219	25.848355	25.821612	null	39.676237	9.845296	null	14.491239	44.512224	59.698747	21.882368	7.999424	56.523777	20.000425	9.24153	12.584318	null	16.56096	8.71731	11.916836	7.067795	27.24767	66.02706	4.756148	8.691282	43.930321	30.182671	12.810112	32.950395	24.049411
1,987	14.272475	57.084996	15.267528	75.129565	11.358817	9.744903	18.099041	16.694256	17.844141	15.449248	8.835939	22.625294	41.734306	33.42999	156.414102	12.621359	87.417383	11.423606	41.794623	16.686853	42.69492	49.418087	19.662601	21.693925	11.367003	21.305221	27.127667	null	39.676237	14.139638	null	15.561726	38.912691	63.707505	22.481253	7.999424	46.469289	20.802922	9.24153	7.450053	null	14.327443	8.752655	31.964222	6.630407	26.891376	66.02706	5.512679	8.691282	41.395844	34.826329	8.247099	32.950395	24.01571
1,988	15.507868	57.084996	13.803739	70.521941	10.9987	12.59077	16.707662	16.032975	17.744752	15.019143	8.835773	22.625294	40.622155	30.488128	156.414102	17.37013	87.417383	11.423606	41.794623	16.686853	36.730584	50.365717	18.183383	18.43019	12.440896	22.371214	28.433721	null	39.676237	13.584306	null	14.580721	39.847408	63.864865	24.996547	7.999424	46.257587	18.299882	9.24153	6.61956	null	15.025116	11.041665	28.724677	4.761524	25.802494	66.02706	3.788084	8.691282	39.092453	42.017874	7.572671	32.950395	23.740346
1,989	18.639263	57.084996	13.495429	59.224598	8.748863	9.745744	19.225445	20.707037	20.303886	13.781425	8.836624	22.625294	48.524202	32.033336	156.414102	17.792208	87.417383	11.423606	41.794623	16.686853	45.795582	55.059984	16.742637	21.325115	8.890719	23.033029	29.739776	null	39.676237	15.356154	null	15.810194	39.501736	63.350325	22.554937	7.999424	49.869932	16.599715	9.24153	6.139289	null	16.383934	11.07318	23.917641	7.104471	23.70684	66.02706	5.345845	8.691282	39.898054	44.345614	7.954401	32.950395	23.342283
1,990	23.443685	57.084996	19.181303	55.055407	10.966691	7.872992	17.131969	20.182914	17.067469	13.480208	8.836454	22.625294	51.77736	31.689875	156.414102	20.354906	87.417383	11.423606	41.794623	16.686853	46.038504	59.902736	16.87789	21.31252	9.935989	25.692606	31.045831	null	39.676237	12.870271	null	15.653592	36.179968	64.093928	24.559321	7.999424	43.560472	15.068635	9.24153	5.614609	null	17.056102	15.093941	34.689895	8.702643	21.538542	66.02706	4.022842	8.691282	26.243166	43.557051	7.240721	32.950395	22.866846
1,991	29.117822	57.084996	21.002486	53.029514	10.447548	9.917378	16.564074	19.99888	17.586671	11.951633	8.836288	22.625294	41.634589	30.011726	156.414102	27.466667	87.417383	11.423606	41.794623	16.686853	47.263459	29.43892	16.963546	20.802013	9.982487	27.041632	32.351885	null	33.831422	15.972448	null	16.211269	27.540632	61.477548	22.318768	7.999424	43.997108	12.01796	9.24153	7.316604	null	15.515729	12.844411	31.249376	9.195814	19.340815	66.02706	3.336165	7.066747	25.275521	40.365623	7.46443	32.950395	23.883469
1,992	25.319594	57.084996	23.239148	48.179563	8.84648	8.749181	17.283008	20.547022	16.8657	11.090746	8.836502	22.625294	40.692097	31.909487	156.414102	28.396837	87.417383	11.423606	41.794623	16.686853	46.075553	30.592707	17.225955	17.059909	4.90249	26.260374	33.65794	null	30.589037	14.496154	null	15.629103	22.371964	58.516721	22.172155	9.151492	43.014892	11.781664	9.24153	5.568408	null	14.989071	10.89116	31.590943	9.688985	18.955147	66.02706	5.245697	8.567803	20.973469	39.535087	8.761089	32.950395	27.227263
1,993	21.783877	57.084996	22.464383	47.095797	8.951543	9.381961	13.260831	16.390717	17.099555	13.323446	8.835914	22.625294	42.836371	29.442453	156.414102	25.837629	87.417383	30.556691	41.794623	16.686853	48.794614	28.192016	20.253919	18.187328	8.869436	38.90363	34.963995	null	28.244749	13.809693	null	15.853505	25.360935	57.468773	22.060751	8.240627	46.603612	10.909263	9.24153	5.175246	null	13.554007	10.627922	24.282548	10.182156	19.914367	66.02706	4.230075	12.38368	17.474422	40.445339	7.062523	32.950395	30.719617
1,994	22.530725	57.084996	28.327019	47.822399	14.201621	10.271765	15.0463	21.481021	23.399411	16.105602	8.836054	22.625294	58.517021	40.527402	156.414102	22.571429	87.417383	28.019663	41.794623	16.686853	61.67564	21.239618	25.258636	15.604368	16.454408	37.040281	36.270049	null	27.035216	20.019802	null	19.442775	34.699628	55.969184	20.938501	10.513041	44.105579	13.141032	9.24153	6.302586	null	21.221439	10.237523	29.511546	10.675326	19.549338	66.02706	4.690437	14.195373	25.820617	44.932274	8.740532	32.950395	34.599976
1,995	26.194776	57.084996	27.368943	50.836498	14.140557	12.926343	17.136953	21.618488	22.220945	21.929018	8.836405	28.482288	64.70457	41.7593	156.414102	22.54902	87.417383	22.388019	41.794623	16.686853	59.386999	23.775649	24.496446	14.484042	11.66717	32.591701	37.576104	null	29.17603	20.986898	null	19.561068	41.486463	57.878307	22.67322	11.362985	44.688766	14.538052	9.24153	5.150792	null	20.656859	10.315068	18.588436	11.168497	20.037861	66.02706	4.969442	16.578539	22.757328	44.90435	11.791992	32.901027	38.236344
1,996	29.760448	57.084996	26.498812	53.828444	10.563605	5.820321	20.199158	24.262492	21.470386	17.543509	8.836459	30.002763	68.458213	28.054809	156.414102	20.749782	87.417383	29.23377	41.794623	16.686853	62.663245	21.798672	32.112182	13.164694	10.524404	25.200602	38.882159	null	28.65353	17.024862	null	18.871478	39.163413	62.740819	21.835975	11.85301	45.404651	15.295924	9.24153	6.03137	null	18.084165	27.311717	17.445235	11.661668	21.774743	66.02706	6.160274	13.729299	24.948764	42.109376	11.961113	28.478909	36.130073
1,997	30.906311	57.084996	27.176135	60.880739	10.812531	9.835473	27.441726	26.650655	26.88428	18.543836	8.836306	18.75	75.596639	28.161951	156.414102	18.84167	87.417383	29.614823	41.794623	16.686853	61.304011	22.932203	32.410291	13.415701	4.902991	22.686387	40.188213	null	26.786345	16.142943	null	23.826559	33.392054	60.645566	23.924118	10.729092	42.645985	13.537888	9.24153	7.797339	null	18.332933	19.810255	13.199695	12.154839	21.660592	66.02706	5.343647	11.16825	22.480346	39.114081	13.359514	27.371258	37.595273
1,998	22.578354	57.084996	27.09294	49.289172	12.808103	7.99975	22.796153	21.979185	22.656887	18.491626	8.836263	29.790088	76.27763	27.184454	156.414102	16.214335	87.417383	14.834484	41.794623	16.686853	47.406352	25.305575	33.871352	14.599191	4.105878	20.169261	41.494268	null	19.369016	16.412376	null	21.253953	24.459169	64.811113	21.042436	9.937705	41.369948	13.970055	9.24153	5.585064	null	18.584966	19.799956	14.061562	12.648009	22.519272	66.02706	6.702107	10.105464	23.071468	38.519787	9.639048	24.617764	43.393085
1,999	28.150113	57.084996	23.009531	55.197268	8.354006	7.575758	20.975946	19.428601	19.22365	18.318121	8.835953	23.63567	72.290071	28.737502	156.414102	15.052016	87.417383	9.534408	41.794623	16.686853	59.612504	24.397361	32.078339	14.841164	8.328953	20.832735	42.800323	null	20.220544	18.34662	null	20.250989	22.569186	62.95503	22.634669	8.884017	41.430375	12.655656	9.24153	5.412855	null	19.004257	22.933683	13.827892	13.14118	22.269216	66.02706	7.779407	10.166847	21.339805	37.979042	12.251574	25.037219	37.40858
2,000	42.069718	57.084996	20.605303	51.83181	8.844717	6.318971	27.007219	24.856813	20.372214	16.890096	8.836314	11.449612	80.297147	27.790059	156.414102	16.201117	87.417383	9.670621	41.794623	16.686853	69.032177	25.798674	48.802258	16.819358	13.092784	21.587571	44.106377	null	31.558004	19.119668	null	22.47859	25.517116	60.282563	24.196828	11.285685	40.736151	14.339704	9.24153	5.377178	null	17.76415	74.32247	18.134844	13.634351	24.404303	66.02706	15.984557	10.812805	20.15666	39.730035	10.651409	23.923861	38.159755
2,001	34.121231	57.084996	19.868579	48.657608	9.044083	5.179202	29.809413	25.261217	17.157254	14.665788	8.836261	11.987685	77.420027	27.469815	156.414102	17.479788	87.417383	10.80704	41.794623	16.686853	54.275232	21.820798	45.233016	19.60028	10.079189	22.931576	45.412432	null	26.540698	20.070249	null	26.312437	25.536995	67.083795	25.395545	18.739782	41.055943	13.455814	9.24153	7.268984	null	17.70068	82.513765	7.953646	14.127522	26.356661	66.02706	9.560518	13.83704	20.509526	42.816823	11.518083	25.109699	34.958913
2,002	33.137164	57.084996	19.726611	52.157427	8.865366	4.685804	32.544957	22.986158	15.962705	12.689941	8.836177	15.671343	81.516425	31.361161	156.414102	18.316178	87.417383	11.781181	41.794623	16.686853	52.6089	27.157385	42.616252	18.159439	11.455567	24.897973	46.718487	null	44.767799	21.815574	null	28.087454	24.773608	60.789868	25.94438	21.469947	46.1689	11.918808	9.24153	6.18068	null	19.61688	76.6793	8.667716	14.620692	28.431167	66.02706	11.409583	14.281642	21.438141	40.784835	11.213279	27.133678	31.834799
2,003	35.669064	54.321339	18.644297	48.826858	9.220432	6.381414	31.364351	19.436911	18.236004	24.632967	8.83613	24.000443	80.812366	28.741013	156.414102	21.796407	87.417383	6.442328	41.794623	16.686853	51.929434	31.093786	40.679043	17.802073	11.931754	24.086815	48.024541	null	57.317073	13.694163	null	25.76934	19.124772	55.263186	24.676487	22.811854	43.429444	13.274228	9.24153	7.776654	null	18.218027	87.528383	14.085236	15.113863	23.915273	66.02706	12.252534	15.093123	23.229601	39.483564	11.386725	25.683964	32.397059
2,004	38.392959	58.380358	18.513548	49.613788	10.881587	6.952748	32.004173	20.547574	13.997918	51.008858	8.836027	22.729514	80.529793	30.141289	156.414102	28.229961	87.417383	5.775399	41.794623	16.686853	55.039155	20.594783	39.303325	16.889384	12.933245	26.610259	49.330596	null	63.755961	19.457306	null	17.151726	23.269258	52.61472	25.349206	26.374613	39.79794	14.25857	9.24153	10.393522	null	19.101663	72.881705	16.681664	15.607034	22.757519	66.02706	14.300392	16.045583	23.574361	42.198077	12.696881	33.539982	34.469799
2,005	44.371283	65.526268	18.48364	52.923554	9.841847	6.2	37.77736	22.245456	13.362753	44.592349	8.836281	22.944183	75.005084	31.87898	156.414102	30.343547	87.417383	6.165713	41.794623	16.686853	60.008673	19.903291	36.449217	23.857258	13.562803	28.50903	50.636651	null	63.716843	24.319386	null	17.650608	26.753247	58.240321	27.9959	27.867764	40.408576	14.411416	9.24153	10.687985	null	19.806638	77.107535	17.826181	16.100205	23.599764	66.02706	14.458822	16.983367	25.182639	44.932292	14.1797	30.610712	33.548648
2,006	45.764134	63.467864	18.057926	51.780827	10.956864	7.3	45.132205	24.179094	14.316005	44.775822	8.836179	21.700099	77.464129	32.84093	156.414102	29.949814	82.32565	6.899509	41.794623	16.686853	60.571817	21.034712	24.65619	23.824308	10.377563	22.98494	51.942705	null	71.839327	27.486914	null	21.059588	42.364103	58.443936	29.628967	28.039682	45.366834	13.870443	9.24153	10.883417	null	19.252085	83.081039	9.511026	16.593375	26.09825	66.02706	15.094925	18.414991	25.047696	46.028516	15.275413	32.592959	35.956169
2,007	44.720156	67.905783	22.042853	56.479963	10.348542	6.8	33.745898	26.978642	14.115327	43.468795	8.975342	39.071914	68.485391	30.490953	156.414102	30.249731	88.621294	5.771853	41.794623	16.686853	58.528605	18.032957	24.525091	23.550956	11.120302	21.918991	53.24876	null	73.432478	27.796207	null	18.638993	40.523162	55.867498	31.427774	28.32084	49.855201	13.066539	9.24153	13.667824	null	20.554388	86.843726	9.047708	17.086546	27.958964	66.02706	16.900534	19.830626	23.94496	51.078222	16.725069	33.591193	37.785373
2,008	45.647182	72.475029	22.14072	46.946905	10.149327	10.5	45.935805	27.008365	11.003665	40.071387	8.221347	39.027799	73.402919	31.013669	156.414102	33.042993	89.22435	4.428757	41.794623	16.686853	62.199712	14.4752	25.029457	21.640462	11.766576	22.674058	52.918483	null	74.115707	27.707199	null	20.781174	41.60285	51.070521	32.472223	27.346266	53.653436	13.18051	9.24153	11.272755	null	20.846301	98.13541	7.76349	17.579717	32.254674	66.02706	20.265432	19.464611	24.630049	55.65283	24.280142	28.91936	41.466849
2,009	32.586006	58.7573	19.927967	35.833662	13.788971	6.6	41.360293	19.582415	9.84165	32.877152	9.311939	26.813788	64.479912	35.412741	156.414102	24.956822	74.34221	4.528624	41.794623	16.686853	52.171732	15.746108	29.291866	22.515788	11.128308	18.774945	44.763329	null	63.236892	20.37583	null	16.805007	37.245748	47.677169	25.717178	27.983421	51.563175	14.977851	9.24153	10.367483	null	19.393867	105.386909	8.008618	18.072888	24.982746	60.314314	14.554198	18.194266	25.150194	45.039811	18.613566	29.250998	19.476256
2,010	34.98823	61.543116	23.072048	42.144332	20.515849	9.700002	30.283823	22.36889	11.625801	34.438353	9.638897	41.111154	68.528092	33.499575	156.414102	21.349246	85.758433	6.378377	41.794623	16.686853	57.663492	14.667815	29.476718	30.341207	12.639416	20.12436	42.126259	null	66.272007	21.874381	null	18.50635	45.739348	51.237673	29.788949	29.368233	48.281954	16.184415	9.24153	10.742765	null	19.981239	91.366951	9.89231	18.566059	25.783418	61.434483	17.475606	19.607529	26.962986	47.959729	13.824483	37.025933	29.640389
2,011	35.988086	60.669948	20.849652	44.236398	26.195501	8.8	32.874261	24.229687	13.12782	32.662667	9.956404	39.515617	73.611733	35.281376	156.414102	20.567428	75.095313	18.154837	41.794623	16.686853	61.744372	16.859404	36.936609	32.602241	19.298096	21.549477	47.722845	null	38.145896	22.719639	null	18.088251	50.18281	52.444147	31.954484	31.3789	45.539782	15.289555	9.24153	12.658871	null	21.303549	97.960757	9.593642	19.059229	27.698148	66.07612	12.478706	21.634282	30.628527	46.054654	12.855724	40.471223	34.800482
2,012	34.382792	55.940131	23.896737	48.115024	26.598085	9.696095	37.463453	23.876724	11.550133	33.398001	8.945874	30.803009	58.082028	34.98249	156.414102	16.396967	71.904992	18.154837	41.794623	13.767298	60.950341	19.841682	40.359218	33.137395	14.116778	19.864948	41.795934	null	66.867857	21.780692	null	22.472592	48.261355	53.792165	32.097096	30.017439	40.058338	16.100577	9.24153	11.994278	null	22.474374	103.047227	20.591833	19.5524	27.139149	42.832052	6.856453	22.372112	32.081966	45.912848	15.491729	40.082911	25.162788
2,013	30.799365	50.747086	27.570565	61.379762	27.076985	9.095256	37.516839	23.639109	14.972955	30.151504	9.048395	36.445861	52.934341	29.160403	156.414102	17.017846	67.653317	18.154837	41.794623	12.484074	57.357406	18.979164	25.440783	26.470622	13.214421	17.792181	38.249665	null	59.888608	23.272166	null	20.948818	45.548599	52.572924	30.253266	27.993807	37.501985	16.979034	9.24153	13.492536	null	22.349742	94.703032	18.938609	18.617869	28.37928	9.740758	9.506891	19.012788	33.173046	44.889705	16.513036	40.482717	21.987357
2,014	27.619486	44.695029	31.430841	61.282968	26.932004	8.696021	37.248292	23.609976	16.675788	23.139036	9.676472	36.832189	53.133638	28.156959	157.949328	14.244131	65.963289	18.154837	45.310628	11.64162	44.520892	21.836895	28.231902	26.688511	16.694121	16.472804	38.149695	null	32.238321	28.281912	null	19.126957	37.389201	52.52466	30.132987	32.789037	39.017085	15.945863	9.24153	13.868662	null	21.778297	99.180749	20.214391	19.162894	29.000619	38.391617	7.608911	18.069209	28.337565	42.947465	14.948211	38.82229	20.929994
2,015	20.528142	29.754598	24.720451	53.090897	26.107646	6.417274	41.135202	20.98915	17.067661	27.90848	10.136198	27.725568	40.857049	27.353244	145.421307	13.183845	56.658474	18.154837	44.84657	9.363314	46.032009	15.570849	33.831705	21.496872	25.046712	15.128734	42.891804	null	22.227374	28.390646	null	20.223948	30.195145	51.497852	29.995854	32.572294	35.370848	14.26837	9.24153	13.231787	null	22.677195	90.084628	10.484957	16.871569	27.713638	36.651349	6.422911	17.104912	25.976075	38.399839	12.877325	37.138526	19.160627
2,016	18.486688	28.124485	27.606788	54.611355	25.915965	6.384522	41.472949	18.949979	14.82188	22.607986	10.672896	23.956442	42.068526	24.941862	103.764025	10.345464	51.41283	18.154837	45.264133	7.812063	44.035347	12.755635	31.193239	29.371513	23.774731	13.249745	45.779665	null	14.577888	29.092569	null	19.658879	33.925141	47.824941	30.734595	35.381937	35.009467	12.183339	9.24153	15.421803	null	21.560858	85.350257	14.112249	16.135958	28.156088	36.651349	5.004491	16.349975	25.99637	38.295296	12.427164	35.324676	19.943578
2,017	20.33368	29.004102	27.205595	42.920042	26.452386	6.026574	42.068804	18.351099	17.259774	23.185616	11.901316	35.250522	47.962732	25.498787	150.098361	15.014087	58.863105	18.154837	43.146312	7.629375	50.226754	18.480735	33.876875	44.660298	26.53438	12.73666	47.476934	null	27.197256	30.902631	null	18.906508	34.505678	46.60672	32.606461	41.043463	33.620804	12.806541	9.24153	20.528381	null	21.930083	93.909572	13.850645	13.046501	27.340076	36.651349	6.112144	15.663492	24.872604	41.720786	16.661129	34.992858	24.658176
2,018	23.423106	40.83629	27.274231	44.228144	28.078906	5.685654	45.865993	18.736253	15.94003	25.844781	12.909023	32.553528	62.210592	22.6942	156.619987	17.984656	59.614535	18.154837	40.863799	8.372678	54.299076	22.28818	33.454895	40.207096	25.476867	12.541975	49.833111	null	39.613504	31.536024	null	20.599059	36.58625	44.643004	33.828437	45.531036	35.882565	11.295737	9.24153	21.108011	null	22.949091	87.044404	11.238826	14.212338	27.497037	36.651349	7.650202	14.739143	24.223952	45.485483	15.087053	37.957405	26.164051
2,019	20.407942	40.790755	29.630527	37.087818	29.257696	5.17204	46.705033	19.850091	15.75538	24.968457	12.773461	25.867665	56.198814	22.660489	166.717864	16.644031	51.13075	18.154837	44.761706	7.939965	51.431073	20.165891	37.4496	35.042049	18.366719	11.427996	46.209328	null	42.355322	28.424401	null	21.727225	42.397524	44.020988	34.093057	37.142056	36.400882	10.759377	9.24153	21.825444	null	24.983134	82.356269	9.69027	13.067555	27.202129	36.651349	8.452983	16.036746	23.812453	45.950493	17.109058	34.636193	27.55417
2,020	15.535201	38.314541	19.87247	31.290366	31.776866	4.54932	25.293371	15.235737	15.17248	21.286846	5.671752	28.604952	40.719043	20.993468	117.134854	12.472776	40.84545	18.154837	43.751935	7.1272	47.599483	9.607644	31.52542	46.969818	15.664911	9.641869	44.449012	null	20.36379	20.142075	null	25.142259	41.406104	36.758868	30.794107	32.789873	33.677869	9.737846	9.24153	19.325942	null	20.700553	66.54669	9.882223	13.652599	27.575914	36.651349	5.125313	13.503874	23.263529	37.983433	15.414799	46.720186	22.293071
2,021	23.444367	47.745276	20.918806	41.912552	32.797074	5.00029	23.849798	16.508884	13.22746	26.283349	9.917034	40.38583	52.836571	22.296268	142.728194	10.56115	45.127551	18.154837	44.811699	7.631709	60.93912	6.617335	30.055119	56.218633	17.812678	10.769574	46.14609	null	92.054608	23.091632	null	23.434773	39.856023	38.460799	33.136085	40.350499	31.956411	9.993721	9.24153	19.502495	null	24.639602	80.263871	15.533665	16.153526	31.103599	36.651349	2.24987	14.120022	23.629548	41.767583	15.781008	52.21609	22.775238
2,022	30.808979	44.391642	20.81533	43.543612	31.744843	4.971099	38.684254	19.321813	12.3005	31.735344	12.947028	45.49795	63.812147	24.26736	159.250736	15.087026	52.967085	18.154837	44.546977	8.24396	67.578733	8.569851	34.664044	45.418651	14.889404	12.191969	46.506382	null	91.980924	30.543295	null	26.168967	39.737808	49.489305	44.811801	49.826943	40.458472	26.403074	9.24153	22.478062	null	26.699164	90.121603	16.772612	17.681919	33.37145	36.651349	1.571162	15.413711	25.599171	50.978832	12.021995	40.193998	27.87217
2,023	23.619536	40.832466	20.003519	32.249858	28.862296	5.288948	38.323392	16.614143	14.440826	29.828936	10.354881	43.834444	56.895928	24.251191	150.021568	19.106091	36.602326	18.154837	48.680303	6.595918	64.166244	9.604496	31.770816	44.132063	13.683695	11.686105	42.922981	null	85.113738	27.003047	null	24.895982	38.287991	47.534317	42.752081	45.279116	43.626769	23.706797	9.24153	25.005731	null	23.106463	83.408369	21.52479	19.733658	32.754527	36.651349	1.108109	17.19543	23.905224	53.673307	11.601709	40.846124	21.5794
2,024	23.619536	37.882743	18.840157	26.046993	28.487327	5.288948	41.857277	14.73719	15.456974	28.11744	9.911477	46.62177	52.779644	27.598109	160.791631	16.376242	35.164253	18.154837	48.680303	5.554553	65.277667	6.551309	35.251873	44.037786	12.475761	11.136687	42.922981	null	74.827318	23.62504	null	22.517214	38.287991	46.206006	43.285908	42.73408	41.643867	31.15396	9.24153	30.82208	null	28.056562	85.168336	20.939835	20.019155	31.849845	36.651349	1.193102	19.830483	24.383173	48.434971	16.905212	40.846124	22.105677

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

Dataset summary

This dataset provides values for "Exports 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.EXP.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: 89

Size of downloaded dataset files:

62 kB

Size of the auto-converted Parquet files:

51.4 kB

Number of rows: