Datasets:

electricsheepafrica
/

africa-external-debt-stocks-percentage-of-gni

Country Name stringlengths 4 24	Country Code stringlengths 3 3	1960 float64 0 125 ⌀	1961 float64 0 125 ⌀	1962 float64 0 125 ⌀	1963 float64 0 125 ⌀	1964 float64 0 125 ⌀	1965 float64 0 125 ⌀	1966 float64 0 125 ⌀	1967 float64 0 125 ⌀	1968 float64 0 125 ⌀	1969 float64 0 125 ⌀	1970 float64 0 125 ⌀	1971 float64 0 125 ⌀	1972 float64 0 125 ⌀	1973 float64 0 125 ⌀	1974 float64 0 125 ⌀	1975 float64 2.77 125 ⌀	1976 float64 3.74 125 ⌀	1977 float64 4.23 125 ⌀	1978 float64 5.46 125 ⌀	1979 float64 5.46 125 ⌀	1980 float64 5.46 125 ⌀	1981 float64 5.46 135 ⌀	1982 float64 5.46 144 ⌀	1983 float64 5.46 177 ⌀	1984 float64 5.46 182 ⌀	1985 float64 5.46 226 ⌀	1986 float64 5.46 415 ⌀	1987 float64 5.46 337 ⌀	1988 float64 5.46 212 ⌀	1989 float64 5.46 209 ⌀	1990 float64 5.46 390 ⌀	1991 float64 5.46 457 ⌀	1992 float64 5.46 708 ⌀	1993 float64 5.46 1.01k ⌀	1994 float64 5.46 1.3k ⌀	1995 float64 6.27 1.34k ⌀	1996 float64 6.3 1.11k ⌀	1997 float64 6.3 647 ⌀	1998 float64 6.3 562 ⌀	1999 float64 6.3 555 ⌀	2000 float64 6.3 436 ⌀	2001 float64 6.3 424 ⌀	2002 float64 6.3 432 ⌀	2003 float64 6.3 610 ⌀	2004 float64 6.3 529 ⌀	2005 float64 5.07 498 ⌀	2006 float64 3.9 433 ⌀	2007 float64 4.17 310 ⌀	2008 float64 3.48 373 ⌀	2009 float64 4.97 129 ⌀	2010 float64 4.08 117 ⌀	2011 float64 2.8 102 ⌀	2012 float64 2.45 119 ⌀	2013 float64 2.32 169 ⌀	2014 float64 2.35 194 ⌀	2015 float64 2.54 239 ⌀	2016 float64 3.04 362 ⌀	2017 float64 3.04 357 ⌀	2018 float64 3 338 ⌀	2019 float64 2.9 356 ⌀	2020 float64 3.19 421 ⌀	2021 float64 4.04 396 ⌀	2022 float64 3.24 369 ⌀	2023 float64 3 350 ⌀	2024 float64 3 350 ⌀
Angola	AGO	72.688554	72.688554	72.688554	72.688554	72.688554	72.688554	72.688554	72.688554	72.688554	72.688554	72.688554	72.688554	72.688554	72.688554	72.688554	72.688554	72.688554	72.688554	72.688554	72.688554	72.688554	72.688554	72.688554	72.688554	72.688554	72.688554	72.688554	72.688554	72.688554	72.688554	85.684115	84.878606	287.568153	326.524497	581.118595	241.05758	180.898831	147.806175	194.747626	223.247861	131.075487	119.007608	66.801548	56.660894	46.531639	37.153514	21.43832	20.708071	20.84442	31.940747	35.391161	33.968783	30.74468	35.314171	35.960198	56.780155	114.845095	84.940483	84.284363	96.594727	148.159899	108.138096	62.729937	74.300462	74.300462
Burundi	BDI	6.362709	6.362709	6.362709	6.362709	6.362709	6.362709	6.362709	6.362709	6.362709	6.362709	6.362709	5.590792	2.929135	2.628792	2.806494	4.699674	5.116248	8.790585	12.535125	17.633421	17.977575	18.487219	22.617528	28.663187	35.72545	40.216946	48.297288	69.768883	75.575119	81.076847	81.178556	83.334571	95.998149	114.73132	123.395043	117.604242	132.231663	111.303812	126.692525	144.800649	127.247626	126.496859	151.804954	175.849197	152.927944	117.152932	108.489326	104.400317	86.485945	34.411813	30.717421	27.275319	28.533443	27.725693	25.613254	20.19552	22.840192	22.326926	22.214782	24.33104	24.962815	35.057739	28.484886	39.382004	39.382004
Benin	BEN	13.048332	13.048332	13.048332	13.048332	13.048332	13.048332	13.048332	13.048332	13.048332	13.048332	13.048332	15.37791	11.590412	17.939776	19.536399	17.645527	20.22058	28.322502	30.555555	38.218506	33.862472	42.178393	60.096363	73.789591	74.652485	88.136233	79.277483	81.137495	73.346622	73.090957	57.824635	58.790604	73.339068	56.857566	88.42963	65.70369	59.499608	61.396922	60.086333	42.627422	42.88164	44.608046	44.437066	32.133446	32.419186	28.647616	17.918194	18.450284	17.410546	20.763886	24.089477	19.996755	23.658225	24.963675	29.096374	31.401725	35.837868	38.051632	48.575621	48.520875	54.214177	57.59851	62.343134	64.105807	64.105807
Burkina Faso	BFA	4.53519	4.53519	4.53519	4.53519	4.53519	4.53519	4.53519	4.53519	4.53519	4.53519	4.53519	4.896801	3.46721	4.605723	6.323373	6.739717	8.821513	14.786687	17.938557	16.963126	17.167716	18.581661	20.17171	25.01061	28.177478	33.042616	31.498142	35.048281	32.472876	27.547843	26.945234	30.949914	31.08791	35.176249	60.34119	53.777966	50.182703	53.478399	52.473871	47.392186	48.786368	47.698784	43.603684	37.511767	35.967548	33.068678	17.521111	25.904317	28.411772	39.889952	49.021027	51.564943	60.76226	68.390984	77.244973	111.588258	83.608793	94.062358	69.040888	59.762159	57.062656	54.839452	54.637777	53.361649	53.361649
Botswana	BWA	17.242872	17.242872	17.242872	17.242872	17.242872	17.242872	17.242872	17.242872	17.242872	17.242872	17.242872	25.359995	45.457634	47.020169	43.324102	41.664568	44.715568	41.087633	21.262841	15.858444	13.374907	14.355681	19.623372	20.141971	23.688776	33.943922	31.748214	31.426449	21.580056	19.516876	15.005429	15.292002	14.237382	14.908385	17.358466	15.264522	13.636014	11.788196	10.838355	9.770031	8.322686	7.479766	10.364561	7.565283	6.449163	5.06958	3.895006	4.168161	4.398732	16.385396	14.875274	15.950859	17.772839	17.458148	16.604284	16.999519	15.37994	11.752434	11.48362	9.323394	10.699216	10.6318	9.838853	10.693702	10.693702
Central African Republic	CAF	12.889156	12.889156	12.889156	12.889156	12.889156	12.889156	12.889156	12.889156	12.889156	12.889156	12.889156	14.285642	16.126847	20.945619	24.577924	21.013151	20.995855	26.043465	23.269946	22.696355	24.344942	33.431077	34.204519	39.801163	41.967499	40.059096	41.61435	52.497746	54.051643	57.397914	49.250376	58.341698	58.283443	69.451148	106.945358	86.439098	94.530745	95.765253	96.860387	93.227324	96.163274	90.267512	109.790734	93.393924	88.733728	78.692743	72.333003	60.970728	50.684743	26.709253	29.472389	23.335415	22.892729	35.03134	34.570888	40.240364	37.607296	33.156033	32.915158	35.603292	36.673124	41.657335	40.449643	37.718898	37.718898
Cote d'Ivoire	CIV	26.313358	26.313358	26.313358	26.313358	26.313358	26.313358	26.313358	26.313358	26.313358	26.313358	26.313358	33.900276	32.401947	35.889894	35.858122	39.023839	40.582463	42.380287	50.528536	54.962021	77.087108	102.914597	127.535202	144.036808	134.589301	153.422461	135.210148	147.631839	143.427363	177.015826	187.325825	199.24358	189.110217	197.032522	230.722651	188.745217	173.956416	141.861059	123.550837	112.597871	123.827741	117.135736	107.837611	89.526383	89.108851	73.060402	79.759345	73.540871	55.366156	63.557687	48.773241	52.368034	36.808469	33.003045	20.457036	25.414646	24.206246	26.384713	28.470045	33.784207	41.036417	42.189618	46.832784	48.280224	48.280224
Cameroon	CMR	14.348819	14.348819	14.348819	14.348819	14.348819	14.348819	14.348819	14.348819	14.348819	14.348819	14.348819	16.090957	16.092569	16.277479	17.247258	17.373705	23.852859	42.350194	35.860659	38.949441	46.250324	44.487832	45.154501	44.757654	41.039972	38.190966	35.350528	35.622427	39.470205	49.683573	55.676916	60.952095	65.990903	49.977398	110.432486	106.176484	105.330007	105.151918	104.610171	96.822576	105.913055	95.045411	87.604865	73.869998	58.925792	40.482204	16.548179	13.17079	10.386309	11.63716	11.709977	10.203551	13.086054	15.637185	16.148613	22.990677	23.725371	28.360266	28.062124	33.299756	36.870283	34.726147	34.941932	31.714419	31.714419
Congo, Dem. Rep.	COD	7.107798	7.107798	7.107798	7.107798	7.107798	7.107798	7.107798	7.107798	7.107798	7.107798	7.107798	7.360592	10.989244	13.32233	16.064154	20.01924	30.705691	30.382706	29.375774	30.321797	33.830291	41.757009	38.402776	49.906355	69.224825	90.464684	90.020917	124.7175	105.451405	110.400051	119.479852	130.00607	146.562569	111.864792	239.96668	271.222051	237.473516	216.83974	226.40461	283.91474	63.125835	164.436152	119.231452	131.254814	115.365176	93.252767	81.005061	77.374146	71.491766	78.897028	29.665552	22.672091	20.954523	21.504947	18.712564	17.071619	15.657403	15.757263	12.724489	13.282191	14.968987	17.188456	15.596612	17.214476	17.214476
Congo, Rep.	COG	44.310377	44.310377	44.310377	44.310377	44.310377	44.310377	44.310377	44.310377	44.310377	44.310377	44.310377	44.421219	39.119511	36.247956	45.740959	48.410142	53.15824	79.554932	94.998198	95.580824	98.89168	79.390989	96.878114	105.27554	99.806339	150.258168	186.312305	183.320223	212.443904	208.669855	211.547832	210.038034	184.926533	235.548618	357.481065	489.296931	358.803249	302.956085	344.938701	305.564484	205.005838	244.775378	229.549295	214.305005	215.769599	124.801399	97.768956	71.658756	51.272487	56.400223	22.880099	22.653683	21.42247	23.94151	31.481839	54.787933	63.245249	71.307772	50.489516	66.812567	72.101778	62.652373	55.757599	53.477643	53.477643
Comoros	COM	20.661197	20.661197	20.661197	20.661197	20.661197	20.661197	20.661197	20.661197	20.661197	20.661197	20.661197	20.661197	20.661197	20.661197	20.661197	20.661197	20.661197	20.661197	20.661197	20.661197	20.661197	27.900231	37.35261	44.895889	56.930767	68.633036	59.985628	60.421447	56.404921	50.965979	43.091123	42.368715	40.735225	40.713	61.681586	52.299526	55.724139	60.938784	62.163989	60.506452	66.088062	64.011366	63.624649	53.157534	48.177857	44.255637	42.098539	36.083565	30.223186	31.718611	30.687415	26.971105	24.880004	12.770155	11.852885	12.934844	17.185227	16.780663	22.363001	22.548437	24.786557	26.988223	28.998382	28.166663	28.166663
Cabo Verde	CPV	28.127418	28.127418	28.127418	28.127418	28.127418	28.127418	28.127418	28.127418	28.127418	28.127418	28.127418	28.127418	28.127418	28.127418	28.127418	28.127418	28.127418	28.127418	28.127418	28.127418	28.127418	28.127418	43.344265	54.479758	59.793902	71.019388	60.279904	55.11682	46.915399	46.566794	43.261886	41.816225	39.614253	30.031989	43.304531	44.186571	40.724771	42.406584	47.7855	56.300662	60.875742	62.050806	64.031167	55.261853	51.192399	50.873003	49.328247	35.877294	32.73839	40.047234	50.519112	52.770494	87.446194	100.211107	95.051728	108.898741	102.62692	109.265288	96.878714	97.18253	136.063986	121.386138	108.65618	97.902094	97.902094
Djibouti	DJI	42.418781	42.418781	42.418781	42.418781	42.418781	42.418781	42.418781	42.418781	42.418781	42.418781	42.418781	42.418781	42.418781	42.418781	42.418781	42.418781	42.418781	42.418781	42.418781	42.418781	42.418781	42.418781	42.418781	42.418781	42.418781	42.418781	42.418781	42.418781	42.418781	42.418781	42.418781	42.418781	44.169456	47.537779	50.700087	52.93059	56.471936	51.064272	53.211906	49.15637	52.535224	51.247376	59.152906	61.532746	66.850915	66.750133	71.553162	92.911946	81.917003	83.926579	67.064657	61.665791	56.59211	40.000377	41.669561	49.092832	64.457279	82.329817	80.245866	85.232205	93.980167	96.384601	84.710856	85.576853	85.576853
Algeria	DZA	19.813578	19.813578	19.813578	19.813578	19.813578	19.813578	19.813578	19.813578	19.813578	19.813578	19.813578	25.033554	22.978768	34.653813	25.619965	30.121043	35.107775	53.526532	62.686913	58.677691	47.837616	43.379147	40.815175	34.81742	30.546748	32.380845	36.532415	37.702354	46.123107	50.847945	47.095416	65.997806	59.662683	54.516713	74.100993	83.511002	75.822781	67.228898	66.439541	60.848154	48.889071	39.344247	38.834467	33.465598	25.357594	16.6719	4.971524	4.355126	3.483453	4.970618	4.081511	2.795025	2.451811	2.321637	2.35484	2.543649	3.041857	3.040682	2.999358	2.89761	3.193518	4.041207	3.235007	2.997554	2.997554
Egypt, Arab Rep.	EGY	22.581996	22.581996	22.581996	22.581996	22.581996	22.581996	22.581996	22.581996	22.581996	22.581996	22.581996	24.005346	21.150579	19.967033	24.253573	42.45989	49.00067	83.956167	90.876352	87.931938	94.658824	107.849005	105.614176	103.867586	100.875193	100.992809	106.54502	110.561931	132.718665	116.382133	78.845773	86.641973	74.089647	65.492388	62.362128	55.343884	46.296875	37.940208	37.751368	34.116385	29.14367	28.98199	34.80889	37.998413	39.965612	34.221342	28.741493	26.292287	20.663769	18.709448	17.148499	15.312141	14.694159	16.558861	14.002077	15.409091	21.095988	34.696102	38.803612	37.348638	35.584318	35.41306	35.379161	44.380607	44.380607
Eritrea	ERI	5.462951	5.462951	5.462951	5.462951	5.462951	5.462951	5.462951	5.462951	5.462951	5.462951	5.462951	5.462951	5.462951	5.462951	5.462951	5.462951	5.462951	5.462951	5.462951	5.462951	5.462951	5.462951	5.462951	5.462951	5.462951	5.462951	5.462951	5.462951	5.462951	5.462951	5.462951	5.462951	5.462951	5.462951	5.462951	6.265645	6.457296	11.042579	19.489222	39.331818	46.643333	57.705274	74.769966	76.238272	69.507449	69.532337	68.421044	68.413272	72.914276	57.084204	66.076216	51.4835	51.4835	51.4835	51.4835	51.4835	51.4835	51.4835	51.4835	51.4835	51.4835	51.4835	51.4835	51.4835	51.4835
Ethiopia	ETH	5.573578	5.573578	5.573578	5.573578	5.573578	5.573578	5.573578	5.573578	5.573578	5.573578	5.573578	6.355334	6.473451	6.335938	6.21084	7.536577	8.146593	8.862425	9.431392	11.24116	11.734564	24.555576	41.559542	43.854121	51.003036	53.82417	61.059342	68.673668	69.419221	67.241799	69.652779	66.540726	87.508599	108.517555	143.557895	132.448523	115.762467	115.896271	130.372643	71.071062	67.417681	70.241995	84.035739	85.091959	65.240377	49.944427	14.571079	13.14585	10.512984	16.549768	24.433432	26.996991	24.216666	26.472586	30.555735	31.781258	31.59411	32.19599	35.572601	31.867787	30.233925	28.910104	24.276635	20.387896	20.387896
Gabon	GAB	33.800749	33.800749	33.800749	33.800749	33.800749	33.800749	33.800749	33.800749	33.800749	33.800749	33.800749	40.685179	57.131978	59.551875	37.23863	44.03208	43.603237	55.54694	69.953837	64.546198	39.263738	32.130188	30.277268	29.547734	27.549155	38.953658	61.563268	86.17935	79.985387	84.781145	74.636749	87.08555	79.155974	103.12321	113.008897	101.614299	87.478283	92.891511	111.655489	97.866462	91.406095	78.461219	72.449793	65.666601	62.513097	46.173862	48.709055	48.296927	18.550736	25.254864	23.347936	20.259143	20.9682	30.349633	26.927169	38.908818	41.64538	47.038313	43.770726	47.00712	53.297412	45.938934	42.019937	41.192041	41.192041
Ghana	GHA	26.354829	26.354829	26.354829	26.354829	26.354829	26.354829	26.354829	26.354829	26.354829	26.354829	26.354829	22.860119	28.859813	25.345767	25.39186	25.848265	25.891178	33.56276	34.992082	32.00011	31.59184	36.555927	36.870713	41.435729	44.978241	50.994386	49.327962	67.113278	61.798966	66.273103	67.18254	67.580648	71.444623	83.43705	102.508417	93.753342	94.898667	93.928153	95.073587	94.036076	139.443581	131.770132	126.562832	111.158074	83.422011	76.242988	29.832109	33.66698	35.216714	49.943577	56.799341	55.932365	59.096963	46.678566	54.924768	65.330211	64.603238	58.913735	55.411735	49.742125	57.354545	56.824498	58.463231	57.997567	57.997567
Guinea	GIN	11.350384	11.350384	11.350384	11.350384	11.350384	11.350384	11.350384	11.350384	11.350384	11.350384	11.350384	13.624392	13.567591	13.359555	14.428586	13.993605	13.431921	14.612954	14.145645	14.330409	12.689446	15.484813	12.472157	9.659847	7.407129	6.976497	64.070323	72.527899	67.603305	64.160048	64.990157	60.508565	55.821057	58.945314	62.594438	60.269276	57.780254	64.470389	69.259452	64.506569	71.675034	72.055691	74.077696	66.380859	63.869774	76.94058	75.531454	53.117617	46.504453	49.257574	47.79949	48.182582	17.809116	21.056653	21.493862	23.564105	26.104669	23.261512	22.189516	26.558069	29.529089	28.340426	25.064485	25.481943	25.481943
Gambia, The	GMB	9.706272	9.706272	9.706272	9.706272	9.706272	9.706272	9.706272	9.706272	9.706272	9.706272	9.706272	10.062681	12.796516	11.991076	12.908944	11.688122	13.621026	27.20734	29.092637	39.713329	57.723291	81.852255	98.796502	106.0375	129.093989	97.64938	126.111868	130.419498	119.57604	126.365041	126.590879	57.17375	57.98744	57.868089	58.064441	55.287945	54.316834	54.450138	56.383994	60.03002	65.118771	75.361062	107.058361	138.563961	72.209855	65.836651	68.931078	55.096077	25.468649	37.343026	35.933246	37.443521	40.813863	43.306627	46.515879	43.565098	42.771542	51.104578	47.395325	47.756881	53.998755	56.663121	54.268834	56.022426	56.022426
Guinea-Bissau	GNB	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	2.765752	5.679112	8.819978	16.461422	22.683058	48.742111	37.307803	40.275986	47.288391	71.493422	86.778671	115.59685	111.845245	139.628237	113.778425	113.988547	118.091985	136.412143	134.595085	145.426437	140.33128	137.187197	135.138311	168.719375	166.951404	251.20019	226.18732	214.171696	196.122294	195.234411	162.996577	168.247403	147.736511	117.954693	128.90149	116.977829	24.421769	27.148432	26.281107	27.955466	33.475136	31.924089	31.888842	37.057509	40.686698	52.033177	57.001212	59.422201	55.153195	55.153195
Equatorial Guinea	GNQ	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
Kenya	KEN	30.213427	30.213427	30.213427	30.213427	30.213427	30.213427	30.213427	30.213427	30.213427	30.213427	30.213427	28.389591	28.031635	35.099358	40.178424	40.746907	44.810698	38.257438	42.487275	45.275509	48.084674	48.61775	54.520259	62.677677	58.646008	70.56283	65.770008	75.201429	72.334101	73.258477	85.969282	95.828771	87.823313	131.899672	104.989739	83.761861	57.64587	49.947737	48.862196	51.283729	48.881682	42.803079	46.797166	45.561699	43.35403	34.705941	26.090256	23.81559	21.44737	23.219174	22.295311	23.931446	23.576016	25.277645	27.916457	31.305828	28.531567	33.490147	34.614043	35.404286	38.04541	38.104217	36.876903	40.423252	40.423252
Liberia	LBR	45.667787	45.667787	45.667787	45.667787	45.667787	45.667787	45.667787	45.667787	45.667787	45.667787	45.667787	43.234265	39.034544	36.899542	29.852216	28.020561	31.133917	38.135598	53.742508	64.05991	71.126898	85.83272	96.411603	104.566426	117.641408	131.550163	177.352606	199.796261	182.666557	181.633849	390.234264	457.213232	708.487698	1,014.748927	1,302.703481	1,343.269962	1,106.175433	647.454584	561.6775	555.163592	367.107731	405.065966	431.582448	610.451858	528.599561	497.930343	433.483814	309.974367	201.789269	113.975572	23.031549	19.72766	19.257773	18.457325	23.558949	28.415811	30.484591	36.210684	38.769858	42.711531	50.620367	56.104654	50.759254	52.383589	52.383589
Libya	LBY	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
Lesotho	LSO	9.179705	9.179705	9.179705	9.179705	9.179705	9.179705	9.179705	9.179705	9.179705	9.179705	9.179705	8.790856	8.796699	5.037289	4.243455	5.614161	5.660382	6.851113	7.652211	10.545841	10.354959	11.649579	17.563425	16.725587	20.739477	34.942788	33.62766	34.99979	35.43863	40.260156	41.324752	41.438818	40.799896	46.451165	51.557345	51.104104	55.359805	50.91684	57.732079	57.499622	68.08247	57.301673	63.436921	42.647604	37.312148	30.516341	29.305785	29.237022	29.259385	33.428017	27.438461	26.338519	31.259363	34.02193	33.537116	36.095158	56.571776	57.41062	48.094537	55.508637	71.162609	65.15326	64.003612	68.921116	68.921116
Morocco	MAR	24.967976	24.967976	24.967976	24.967976	24.967976	24.967976	24.967976	24.967976	24.967976	24.967976	24.967976	26.058394	23.545055	20.816489	19.840784	29.783303	35.387356	51.30049	53.116541	52.540801	45.687177	61.471907	72.662616	83.078957	96.817208	111.908608	94.424425	99.258484	85.204626	87.508491	85.360201	71.905915	69.194292	72.241761	66.454421	62.922475	57.543984	61.566435	51.781313	50.707511	49.25004	43.909879	39.074229	32.064507	26.140364	23.842586	23.907506	23.99491	20.726607	24.815425	27.462969	27.69808	32.324051	34.502888	37.125019	41.052574	43.472796	44.00321	40.411403	43.534338	54.919608	46.898326	50.351069	48.658435	48.658435
Madagascar	MDG	43.751894	43.751894	43.751894	43.751894	43.751894	43.751894	43.751894	43.751894	43.751894	43.751894	43.751894	40.94584	38.085683	30.640202	39.452199	34.842996	8.754825	33.150672	13.335256	22.400835	24.202108	34.540058	41.21153	44.66769	57.099952	68.849198	71.725638	121.241591	122.370256	114.903068	98.161348	126.334958	109.626055	97.249089	121.668752	117.722117	86.930233	98.582642	101.625684	112.898742	103.019408	78.123261	87.0533	79.099417	76.638914	61.452351	24.436942	27.637935	23.839754	30.062023	28.112488	25.285698	26.708709	24.504477	24.34498	27.608247	26.159439	26.511711	27.971727	29.714227	38.068254	37.389906	40.213462	41.776597	41.776597
Mali	MLI	69.842585	69.842585	69.842585	69.842585	69.842585	69.842585	69.842585	69.842585	69.842585	69.842585	69.842585	68.800999	55.259526	53.648365	65.371218	43.442472	40.132218	44.934781	45.728129	35.865054	41.775589	55.230264	66.957344	77.974763	102.148219	106.577765	95.376752	98.965333	94.260905	97.510979	92.570909	95.509842	102.729884	102.93287	130.889616	111.247721	110.108837	119.225785	111.682368	94.754715	101.700451	87.157131	75.659943	67.170571	62.080056	52.63655	23.895242	23.349475	21.414821	22.474967	23.746547	23.198658	25.624828	27.196441	25.190779	29.253231	28.185806	29.061204	27.74947	30.111469	34.72719	34.611885	34.609818	32.781837	32.781837
Mozambique	MOZ	124.615834	124.615834	124.615834	124.615834	124.615834	124.615834	124.615834	124.615834	124.615834	124.615834	124.615834	124.615834	124.615834	124.615834	124.615834	124.615834	124.615834	124.615834	124.615834	124.615834	124.615834	124.615834	124.615834	124.615834	124.615834	124.615834	124.615834	124.615834	124.615834	124.615834	124.615834	124.615834	190.87287	187.660227	255.62816	250.955361	190.909282	158.36991	153.334085	118.836795	115.311594	82.359364	95.248888	84.213826	77.113294	71.904291	55.435802	55.58885	51.856329	66.020804	101.617142	93.750267	119.104733	168.920055	193.622142	239.064704	361.948594	356.802409	338.142192	355.807277	420.571573	395.929125	368.716163	349.676525	349.676525
Mauritania	MRT	8.827464	8.827464	8.827464	8.827464	8.827464	8.827464	8.827464	8.827464	8.827464	8.827464	8.827464	12.094826	14.900391	21.750618	27.611927	27.955802	56.760862	69.112597	87.748448	77.639489	81.908673	91.078159	106.577097	115.458537	127.225855	151.515524	156.052645	159.749035	152.405334	141.528982	145.689144	106.217854	100.14782	121.990701	120.609596	118.496728	113.68829	119.174127	116.068443	124.025763	130.744175	131.343455	122.076949	109.949676	94.709242	76.033214	40.572649	59.937482	54.991421	65.917624	63.965818	56.631745	65.430084	64.359094	71.479053	83.414031	80.866582	78.183794	70.258591	69.003637	70.0882	53.040142	48.270665	43.184036	43.184036
Mauritius	MUS	14.08181	14.08181	14.08181	14.08181	14.08181	14.08181	14.08181	14.08181	14.08181	14.08181	14.08181	13.171751	11.239799	10.398961	7.119138	7.717733	9.025819	12.203357	18.610249	25.29212	37.391637	45.382868	52.528118	48.145048	50.546563	55.272825	44.398945	42.108175	38.88534	37.093849	34.96425	34.186829	28.783516	27.21692	30.673659	34.720449	31.526221	31.700169	30.509177	29.479628	20.528092	18.495721	41.51738	54.995169	50.041554	55.291057	48.973448	67.075554	63.485445	79.448753	79.257726	87.09093	88.507822	98.070138	94.837249	83.00363	81.524837	75.645032	72.712211	81.570719	103.804224	121.422287	130.998817	128.34786	128.34786
Malawi	MWI	46.087014	46.087014	46.087014	46.087014	46.087014	46.087014	46.087014	46.087014	46.087014	46.087014	46.087014	46.087014	46.087014	46.087014	46.087014	46.087014	46.087014	46.087014	46.087014	46.087014	46.087014	45.611367	50.35689	50.133344	50.054092	62.00257	67.184982	79.385831	67.675608	60.932424	56.930597	51.919325	65.254724	60.603846	117.512386	110.083838	69.638013	57.422177	97.128099	107.719735	107.782579	105.029019	57.524086	67.221784	68.695298	60.523932	15.060951	13.513353	12.883547	12.782036	10.186182	10.522553	15.409417	19.897058	19.287515	19.125114	23.418977	24.754428	23.704653	22.506401	25.727604	26.635297	27.707851	29.187816	29.187816
Namibia	NAM	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
Niger	NER	4.885305	4.885305	4.885305	4.885305	4.885305	4.885305	4.885305	4.885305	4.885305	4.885305	4.885305	6.006295	7.399026	6.880832	9.217956	11.018758	12.572714	13.420669	34.936976	30.78617	34.969372	48.763522	49.355837	55.166219	69.549264	87.497449	76.507517	76.072995	76.091749	69.536801	49.700437	46.121107	45.405111	51.198962	79.216201	69.085044	63.253221	67.789451	61.53944	65.041899	73.663696	63.752272	63.224116	60.466012	49.487022	42.124059	15.056097	17.974683	12.326179	16.101087	18.515692	23.726267	18.301722	18.654828	17.642895	21.930765	23.397445	26.16713	23.693256	26.589776	34.577449	32.702094	38.613728	34.685872	34.685872
Nigeria	NGA	6.295897	6.295897	6.295897	6.295897	6.295897	6.295897	6.295897	6.295897	6.295897	6.295897	6.295897	6.295897	6.295897	6.295897	6.295897	6.295897	6.295897	6.295897	6.295897	6.295897	6.295897	6.295897	6.295897	6.295897	6.295897	6.295897	6.295897	6.295897	6.295897	6.295897	6.295897	6.295897	6.295897	6.295897	6.295897	6.295897	6.295897	6.295897	6.295897	6.295897	6.295897	6.295897	6.295897	6.295897	6.295897	6.295897	6.295897	6.295897	6.295897	8.111686	8.392616	8.717682	8.893412	8.617534	8.409127	9.373945	10.97823	17.730759	16.920171	17.486571	20.505446	22.281118	22.194431	29.039369	29.039369
Rwanda	RWA	2.217717	2.217717	2.217717	2.217717	2.217717	2.217717	2.217717	2.217717	2.217717	2.217717	2.217717	0.896493	1.372692	2.746719	4.028062	4.234115	7.517983	11.777248	14.072295	14.103857	15.107136	13.881394	15.39317	16.209596	18.26215	21.417254	23.333187	28.235416	27.441292	26.023368	28.040186	42.61279	42.454679	46.462754	127.415332	79.486061	76.39345	60.644099	62.325501	61.135145	62.808327	66.819292	74.579675	73.779905	71.306539	52.516579	13.177107	15.276919	18.062177	19.535789	20.306512	21.393893	24.026778	30.105534	36.146665	41.185903	51.067278	56.643932	61.151488	65.141071	82.450385	85.931162	74.331439	82.387507	82.387507
Sudan	SDN	18.45798	18.45798	18.45798	18.45798	18.45798	18.45798	18.45798	18.45798	18.45798	18.45798	18.45798	17.441378	18.370075	18.490364	29.009803	33.513137	35.008018	35.19613	39.126473	48.893229	58.190579	59.800728	83.549245	93.256335	84.475968	114.628672	98.653547	95.940209	83.397283	65.730775	47.843516	40.302208	251.293448	199.137806	143.736474	137.901899	195.960004	144.018206	154.771053	158.497272	138.285856	99.341022	93.082441	84.687721	72.08085	52.223801	42.957912	34.984561	33.29641	42.643231	41.230978	41.884982	62.002833	56.487776	45.238885	42.832542	51.147602	55.434359	71.440141	74.366777	93.153409	69.868252	44.359069	20.850652	20.850652
Senegal	SEN	11.326321	11.326321	11.326321	11.326321	11.326321	11.326321	11.326321	11.326321	11.326321	11.326321	11.326321	11.526834	10.10828	10.936182	12.933282	12.673568	14.586481	21.780854	27.929084	28.027297	33.405809	41.909124	47.710282	59.799291	65.41975	69.324646	61.808142	64.184344	62.78928	53.211102	52.130247	50.837592	48.241086	53.55318	75.58117	63.452187	58.366073	63.751229	63.518772	61.550963	61.68946	57.558341	59.65553	50.699695	39.456023	35.365787	16.644748	18.575617	16.963872	23.291288	29.113612	33.109986	40.947445	43.993122	55.446205	60.526413	61.839337	69.801166	84.306539	84.448167	99.214386	108.123139	120.583788	133.991932	133.991932
Sierra Leone	SLE	14.425175	14.425175	14.425175	14.425175	14.425175	14.425175	14.425175	14.425175	14.425175	14.425175	14.425175	27.045969	26.098349	25.103882	30.369069	30.761165	40.221849	43.36369	37.568659	38.913647	45.288006	55.546839	50.994642	67.340644	58.659119	85.988424	193.671493	164.218774	103.847518	123.222127	206.360814	176.654603	229.679676	214.725509	195.132797	152.677519	136.584889	144.074783	206.200789	204.540099	202.626337	75.67572	73.055876	74.773323	81.863496	75.249562	54.681542	18.273621	17.544045	22.643309	23.087283	22.900793	22.526037	18.186076	18.269174	23.427296	27.32089	31.379188	29.003841	29.905649	32.954178	35.683169	34.037285	37.46398	37.46398
Somalia	SOM	22.649411	22.649411	22.649411	22.649411	22.649411	22.649411	22.649411	22.649411	22.649411	22.649411	22.649411	24.075693	23.033078	23.332605	32.706507	26.023016	29.926344	63.97521	72.817201	78.08048	89.291151	135.098801	144.305195	177.386447	182.034026	181.174239	193.587585	190.512367	185.809161	179.289007	231.280322	334.158778	338.171661	194.610261	174.761383	172.138877	144.996529	114.819323	87.658148	85.09022	74.327714	112.33056	121.400374	99.290728	73.230242	58.01205	55.793875	53.562234	49.068843	100.949078	110.242348	102.033543	67.368721	58.417132	49.793667	45.249569	41.690561	37.405077	67.776766	62.350317	53.453201	43.87412	40.259594	27.6754	27.6754
South Sudan	SSD	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
Sao Tome and Principe	STP	4.23165	4.23165	4.23165	4.23165	4.23165	4.23165	4.23165	4.23165	4.23165	4.23165	4.23165	4.23165	4.23165	4.23165	4.23165	4.23165	4.23165	4.23165	17.870137	24.244732	27.394143	40.147173	47.370151	59.059254	69.921662	75.719184	75.61385	88.7668	118.67038	146.026599	137.315007	174.251533	223.489039	187.282108	189.38119	267.545996	193.22342	289.497855	404.530713	459.902601	435.83878	423.553907	407.495434	341.434557	323.858686	251.351521	241.111346	108.179736	70.087498	78.350043	95.48594	101.630237	86.208192	77.704009	74.338783	90.376703	82.859596	82.621341	64.544265	67.172282	66.536883	62.857415	76.467858	66.245575	66.245575
Eswatini	SWZ	38.006583	38.006583	38.006583	38.006583	38.006583	38.006583	38.006583	38.006583	38.006583	38.006583	38.006583	27.959785	24.747735	19.255695	15.704538	16.086437	16.468335	16.850234	17.232133	17.614032	17.995931	18.377829	18.759728	19.141627	19.523526	19.905425	20.287324	20.669222	21.051121	21.43302	21.814919	21.244839	17.390684	16.238373	17.165348	14.028439	13.537897	22.053396	18.412676	20.8052	18.829566	21.189956	28.622272	21.035455	16.720202	15.501557	14.370003	14.170511	14.597173	15.020281	24.120311	22.93457	18.882699	17.855784	13.212042	12.090707	21.853676	21.06454	17.655557	20.270723	25.741501	26.943861	28.894878	30.008866	30.008866
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	7.450172	7.450172	7.450172	7.450172	7.450172	7.450172	7.450172	7.450172	7.450172	7.450172	7.450172	9.311946	6.200087	7.366037	11.581773	16.39861	17.830818	21.950139	25.088874	30.780598	27.381546	29.670574	26.497755	26.545438	21.277401	21.067492	24.850342	30.18504	26.933569	27.991643	29.880769	32.889752	34.047354	48.642766	66.899496	58.432147	59.267811	62.620925	59.05421	72.3536	80.153512	64.898974	65.877269	67.389231	44.330498	28.974636	28.267047	24.813971	20.658645	21.051565	20.921961	19.663841	19.445085	23.543946	27.925685	26.356371	28.833555	31.756859	28.721153	28.868254	33.01778	30.894034	27.18728	24.806208	24.806208
Togo	TGO	11.238054	11.238054	11.238054	11.238054	11.238054	11.238054	11.238054	11.238054	11.238054	11.238054	11.238054	11.820336	10.089218	12.395163	16.010521	19.358658	27.818684	40.041394	71.719322	89.155274	71.715583	75.004256	85.0559	88.295177	82.225324	89.997048	73.119558	71.910077	64.392241	62.860569	56.475673	60.476056	57.210704	73.807487	108.312708	81.244596	72.795005	64.400094	66.348488	70.304837	69.59421	68.958257	67.079623	58.441633	58.258249	52.944075	54.679499	52.76508	35.92414	36.693402	27.216848	11.170223	13.952001	15.414038	15.966742	18.726241	19.825406	25.553639	24.190832	28.454416	34.209895	41.804956	39.218219	36.644583	36.644583
Tunisia	TUN	43.704113	43.704113	43.704113	43.704113	43.704113	43.704113	43.704113	43.704113	43.704113	43.704113	43.704113	41.537095	34.833079	33.777163	29.484032	26.609394	29.902247	45.786042	51.359346	49.267974	41.811837	44.439196	48.185345	50.267849	51.214575	60.638966	69.155378	74.022189	70.847103	72.477501	64.716553	65.914921	57.840188	63.530107	65.202406	63.00055	61.344534	56.57508	51.765253	53.994969	55.308446	61.143645	69.983304	68.709441	65.814567	58.956126	57.423772	56.143711	50.93043	55.414073	51.336354	49.749868	55.974962	56.327938	56.819068	63.223034	68.029425	81.888187	84.672461	98.55728	102.147025	94.383447	94.025716	87.418404	87.418404
Tanzania	TZA	6.929949	6.929949	6.929949	6.929949	6.929949	6.929949	6.929949	6.929949	6.929949	6.929949	6.929949	38.574099	40.204475	42.047326	40.423431	40.895409	41.823569	44.943972	47.203082	42.916021	46.000505	43.831709	44.119918	48.477812	55.888305	59.709938	45.613235	71.217193	83.162621	93.763695	107.258538	93.54268	102.687396	112.469929	112.996305	98.253635	78.449575	64.422629	62.259809	63.125896	54.309559	49.278771	51.012412	48.744447	52.443034	46.665982	22.112088	23.412546	21.907334	26.682518	28.430089	29.894189	30.834444	31.144816	32.827391	38.899567	39.84868	40.956896	39.691481	40.29845	39.45095	41.065346	40.845295	44.611916	44.611916
Uganda	UGA	12.188181	12.188181	12.188181	12.188181	12.188181	12.188181	12.188181	12.188181	12.188181	12.188181	12.188181	12.357885	12.055512	10.402111	9.701045	8.881292	9.994036	10.280107	17.688105	27.644595	55.811313	53.375734	40.64749	45.977671	30.102379	35.727594	36.67999	31.106505	30.080322	42.149042	61.641287	85.897349	106.529266	96.257667	86.466729	63.336888	61.849909	62.497237	59.940894	59.117752	58.090452	66.578389	66.502985	70.755174	62.000971	49.74304	13.369371	14.160251	16.171633	11.176341	11.340011	11.889659	14.127422	30.275102	27.149729	30.135216	35.160343	38.906656	38.526253	40.640038	46.7978	50.38413	45.759863	40.575283	40.575283
South Africa	ZAF	14.343011	14.343011	14.343011	14.343011	14.343011	14.343011	14.343011	14.343011	14.343011	14.343011	14.343011	14.343011	14.343011	14.343011	14.343011	14.343011	14.343011	14.343011	14.343011	14.343011	14.343011	14.343011	14.343011	14.343011	14.343011	14.343011	14.343011	14.343011	14.343011	14.343011	14.343011	14.343011	14.343011	14.343011	14.343011	15.01707	16.268761	18.481248	17.363992	17.3421	17.948844	19.50013	27.791335	20.847353	17.499892	15.881708	19.396843	22.519077	24.17863	26.112601	28.180056	27.741423	34.936035	36.206814	40.166716	37.7078	45.686908	47.189634	45.738618	50.245514	52.780991	41.03965	43.097418	44.146991	44.146991
Zambia	ZMB	46.699932	46.699932	46.699932	46.699932	46.699932	46.699932	46.699932	46.699932	46.699932	46.699932	46.699932	53.489928	52.905974	45.890767	43.937911	74.004975	75.956219	97.183045	97.853409	99.169872	90.483205	92.669289	100.756323	121.981605	153.576227	225.955695	414.942858	337.281513	201.742108	182.660214	229.538021	232.49852	233.666931	214.606431	199.055817	195.170895	208.186286	164.339727	207.250294	183.714702	168.74595	157.635419	165.237578	144.621514	129.644065	69.739219	19.458356	21.932708	17.812704	24.448357	22.880371	23.333143	24.706407	24.876385	36.390533	59.212486	77.749501	96.166053	95.189704	128.32853	167.599507	133.529689	103.287327	110.496046	110.496046
Zimbabwe	ZWE	13.2859	13.2859	13.2859	13.2859	13.2859	13.2859	13.2859	13.2859	13.2859	13.2859	13.2859	12.027591	8.925544	7.104087	5.968854	4.712	3.739448	5.138897	11.238119	11.971165	13.736627	17.561313	26.462175	33.909483	39.382579	50.381053	52.584673	54.464475	43.564927	41.286081	47.181576	52.608643	84.340725	86.902849	91.621578	101.389506	78.143289	83.866424	119.490604	96.789205	89.898048	80.378542	88.00248	108.553905	126.421959	113.843726	146.068063	196.823687	373.170606	69.882872	61.075191	59.063985	58.320418	48.889408	48.319674	55.138417	64.02758	25.617622	37.942453	48.490087	48.394048	51.90328	43.180954	40.847683	40.847683

Africa External Debt Stocks Percentage of Gni Dataset

Overview

This dataset contains external debt stocks (% of gni) data for African countries from the World Bank Economy & Growth indicators.

Data Details

Indicator Code: DT.DOD.DECT.GN.ZS
Description: External debt stocks (% of GNI)
Geographic Coverage: 54 African countries
Time Period: 1960-2024
Data Points: 3,185 observations
Coverage: 90.74% of possible country-year combinations

File Formats

Main Dataset (`Africa-External-Debt-Stocks-Percentage-of-Gni.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: 3,185
Possible Observations: 3,510
Coverage Rate: 90.74%

Countries with No Data

5 countries have no observations: Equatorial Guinea (GNQ), Libya (LBY), Namibia (NAM), South Sudan (SSD), Seychelles (SYC)

Usage Examples

Python

import pandas as pd

# Load main dataset
df = pd.read_csv('Africa-External-Debt-Stocks-Percentage-of-Gni.csv', index_col=[0, 1])

R

# Load main dataset
df <- read.csv('Africa-External-Debt-Stocks-Percentage-of-Gni.csv', row.names=c(1,2))

Source

World Bank Open Data - Economy & Growth

Original File: API_DT.DOD.DECT.GN.ZS_DS2_en_excel_v2_553640.xls
Processed: 2025-09-04

License

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

Downloads last month: 7

Number of rows:

Total file size:

63.8 kB