Datasets:

electricsheepafrica
/

africa-banking-comoros

Country Name stringlengths 4 24	Country Code stringlengths 3 3	1960 float64 0.05 43 ⌀	1961 float64 0.05 43 ⌀	1962 float64 0.05 43 ⌀	1963 float64 0.05 43 ⌀	1964 float64 0.05 43 ⌀	1965 float64 0.05 43 ⌀	1966 float64 0.05 43 ⌀	1967 float64 0.05 43 ⌀	1968 float64 0.05 43 ⌀	1969 float64 0.05 43 ⌀	1970 float64 0.05 43 ⌀	1971 float64 0.05 43 ⌀	1972 float64 0.05 43 ⌀	1973 float64 0.05 43 ⌀	1974 float64 0.05 43 ⌀	1975 float64 0.05 43 ⌀	1976 float64 0.05 43 ⌀	1977 float64 0.05 43 ⌀	1978 float64 0.05 43 ⌀	1979 float64 0.05 43 ⌀	1980 float64 0.05 43 ⌀	1981 float64 0.05 43 ⌀	1982 float64 0.05 43 ⌀	1983 float64 0.05 43 ⌀	1984 float64 0.05 43 ⌀	1985 float64 0.05 43 ⌀	1986 float64 0.05 43 ⌀	1987 float64 0.05 43 ⌀	1988 float64 0.05 43 ⌀	1989 float64 0.05 43 ⌀	1990 float64 0.05 43 ⌀	1991 float64 0.05 43 ⌀	1992 float64 0.05 43 ⌀	1993 float64 0.05 43 ⌀	1994 float64 0.05 43 ⌀	1995 float64 0.05 43 ⌀	1996 float64 0.05 43 ⌀	1997 float64 0.05 43 ⌀	1998 float64 0.05 43 ⌀	1999 float64 0.05 43 ⌀	2000 float64 0.05 43 ⌀	2001 float64 0.05 43 ⌀	2002 float64 0.05 43 ⌀	2003 float64 0.05 43 ⌀	2004 float64 0.05 43 ⌀	2005 float64 0.05 40.9 ⌀	2006 float64 0.05 41.5 ⌀	2007 float64 0.04 41 ⌀	2008 float64 0.04 47.6 ⌀	2009 float64 0.04 47.2 ⌀	2010 float64 0.04 47.1 ⌀	2011 float64 0.31 48 ⌀	2012 float64 0.54 48.9 ⌀	2013 float64 0.65 49.4 ⌀	2014 float64 0.79 54.3 ⌀	2015 float64 0.69 54.4 ⌀	2016 float64 0.68 53.7 ⌀	2017 float64 0.71 53.1 ⌀	2018 float64 0.71 41.8 ⌀	2019 float64 0.67 44.1 ⌀	2020 float64 0.67 41 ⌀	2021 float64 0.67 39.3 ⌀	2022 float64 0.67 39 ⌀	2023 float64 0.67 39 ⌀	2024 float64 0.67 39 ⌀
Angola	AGO	1.773731	1.773731	1.773731	1.773731	1.773731	1.773731	1.773731	1.773731	1.773731	1.773731	1.773731	1.773731	1.773731	1.773731	1.773731	1.773731	1.773731	1.773731	1.773731	1.773731	1.773731	1.773731	1.773731	1.773731	1.773731	1.773731	1.773731	1.773731	1.773731	1.773731	1.773731	1.773731	1.773731	1.773731	1.773731	1.773731	1.773731	1.773731	1.773731	1.773731	1.773731	1.773731	1.773731	1.773731	1.773731	2.193177	3.302737	3.781777	4.54505	5.092942	7.233981	8.144849	8.766739	10.054234	10.01816	10.087436	9.933268	9.877548	9.659591	9.084329	8.543374	8.035832	7.583594	7.156789	7.156789
Burundi	BDI	1.561111	1.561111	1.561111	1.561111	1.561111	1.561111	1.561111	1.561111	1.561111	1.561111	1.561111	1.561111	1.561111	1.561111	1.561111	1.561111	1.561111	1.561111	1.561111	1.561111	1.561111	1.561111	1.561111	1.561111	1.561111	1.561111	1.561111	1.561111	1.561111	1.561111	1.561111	1.561111	1.561111	1.561111	1.561111	1.561111	1.561111	1.561111	1.561111	1.561111	1.561111	1.561111	1.561111	1.561111	1.561111	1.592656	1.721794	1.839626	1.868598	1.997855	2.206449	2.410982	2.622171	3.110196	3.044303	3.136719	3.213334	3.154842	3.050915	2.993136	3.087129	3.174687	3.333414	3.333414	3.333414
Benin	BEN	0.937376	0.937376	0.937376	0.937376	0.937376	0.937376	0.937376	0.937376	0.937376	0.937376	0.937376	0.937376	0.937376	0.937376	0.937376	0.937376	0.937376	0.937376	0.937376	0.937376	0.937376	0.937376	0.937376	0.937376	0.937376	0.937376	0.937376	0.937376	0.937376	0.937376	0.937376	0.937376	0.937376	0.937376	0.937376	0.937376	0.937376	0.937376	0.937376	0.937376	0.937376	0.937376	0.937376	0.937376	0.937376	1.081871	1.602221	1.989942	2.389489	2.759071	2.970374	3.186366	3.176285	3.251342	3.352169	3.54027	3.5118	3.269882	3.170907	3.82887	3.327392	3.376623	2.900961	2.900961	2.900961
Burkina Faso	BFA	1.107892	1.107892	1.107892	1.107892	1.107892	1.107892	1.107892	1.107892	1.107892	1.107892	1.107892	1.107892	1.107892	1.107892	1.107892	1.107892	1.107892	1.107892	1.107892	1.107892	1.107892	1.107892	1.107892	1.107892	1.107892	1.107892	1.107892	1.107892	1.107892	1.107892	1.107892	1.107892	1.107892	1.107892	1.107892	1.107892	1.107892	1.107892	1.107892	1.107892	1.107892	1.107892	1.107892	1.107892	1.107892	1.229278	1.151415	1.427362	1.592712	1.748478	1.859832	2.028757	2.076102	2.254483	2.683045	2.81613	2.793998	2.769853	2.745643	2.988377	2.742818	2.686893	2.735085	2.735085	2.735085
Botswana	BWA	6.642855	6.642855	6.642855	6.642855	6.642855	6.642855	6.642855	6.642855	6.642855	6.642855	6.642855	6.642855	6.642855	6.642855	6.642855	6.642855	6.642855	6.642855	6.642855	6.642855	6.642855	6.642855	6.642855	6.642855	6.642855	6.642855	6.642855	6.642855	6.642855	6.642855	6.642855	6.642855	6.642855	6.642855	6.642855	6.642855	6.642855	6.642855	6.642855	6.642855	6.642855	6.642855	6.642855	6.642855	6.642855	6.314836	6.648839	7.593213	8.482987	8.421888	8.731734	8.320601	8.360658	8.536741	8.697393	8.047674	8.249964	7.613376	8.480419	8.591127	8.285647	6.910655	7.728154	8.16115	8.16115
Central African Republic	CAF	0.312955	0.312955	0.312955	0.312955	0.312955	0.312955	0.312955	0.312955	0.312955	0.312955	0.312955	0.312955	0.312955	0.312955	0.312955	0.312955	0.312955	0.312955	0.312955	0.312955	0.312955	0.312955	0.312955	0.312955	0.312955	0.312955	0.312955	0.312955	0.312955	0.312955	0.312955	0.312955	0.312955	0.312955	0.312955	0.312955	0.312955	0.312955	0.312955	0.312955	0.312955	0.312955	0.312955	0.312955	0.312955	0.30679	0.301937	0.509325	0.543316	0.783232	0.896449	0.936584	0.978649	1.061723	0.97927	0.690484	0.680602	0.707527	0.707527	0.707527	0.707527	0.707527	0.707527	0.707527	0.707527
Cote d'Ivoire	CIV	1.374269	1.374269	1.374269	1.374269	1.374269	1.374269	1.374269	1.374269	1.374269	1.374269	1.374269	1.374269	1.374269	1.374269	1.374269	1.374269	1.374269	1.374269	1.374269	1.374269	1.374269	1.374269	1.374269	1.374269	1.374269	1.374269	1.374269	1.374269	1.374269	1.374269	1.374269	1.374269	1.374269	1.374269	1.374269	1.374269	1.374269	1.374269	1.374269	1.374269	1.374269	1.374269	1.374269	1.374269	1.374269	1.445005	1.558001	1.792122	2.396266	2.655977	4.202439	4.243383	4.496942	4.461284	4.64996	4.930648	5.051099	5.187972	5.043724	4.996237	4.870743	4.7396	4.198851	4.198851	4.198851
Cameroon	CMR	0.479092	0.479092	0.479092	0.479092	0.479092	0.479092	0.479092	0.479092	0.479092	0.479092	0.479092	0.479092	0.479092	0.479092	0.479092	0.479092	0.479092	0.479092	0.479092	0.479092	0.479092	0.479092	0.479092	0.479092	0.479092	0.479092	0.479092	0.479092	0.479092	0.479092	0.479092	0.479092	0.479092	0.479092	0.479092	0.479092	0.479092	0.479092	0.479092	0.479092	0.479092	0.479092	0.479092	0.479092	0.479092	1.000103	1.08012	1.125375	1.212998	1.303602	1.685001	1.731417	1.831345	1.955904	1.977649	2.055996	2.033335	1.902353	2.198232	2.152254	2.152197	2.152197	2.152197	2.152197	2.152197
Congo, Dem. Rep.	COD	0.458654	0.458654	0.458654	0.458654	0.458654	0.458654	0.458654	0.458654	0.458654	0.458654	0.458654	0.458654	0.458654	0.458654	0.458654	0.458654	0.458654	0.458654	0.458654	0.458654	0.458654	0.458654	0.458654	0.458654	0.458654	0.458654	0.458654	0.458654	0.458654	0.458654	0.458654	0.458654	0.458654	0.458654	0.458654	0.458654	0.458654	0.458654	0.458654	0.458654	0.458654	0.458654	0.458654	0.458654	0.458654	0.454494	0.451029	0.478471	0.472667	0.484341	0.601029	0.610506	0.691276	0.648251	0.793978	1.029095	0.842136	0.87365	0.88825	0.674267	0.674267	0.674267	0.674267	0.674267	0.674267
Congo, Rep.	COG	0.049008	0.049008	0.049008	0.049008	0.049008	0.049008	0.049008	0.049008	0.049008	0.049008	0.049008	0.049008	0.049008	0.049008	0.049008	0.049008	0.049008	0.049008	0.049008	0.049008	0.049008	0.049008	0.049008	0.049008	0.049008	0.049008	0.049008	0.049008	0.049008	0.049008	0.049008	0.049008	0.049008	0.049008	0.049008	0.049008	0.049008	0.049008	0.049008	0.049008	0.049008	0.049008	0.049008	0.049008	0.049008	0.047468	0.045869	0.044292	0.042781	0.041376	0.04009	0.31303	0.535187	1.980002	2.554283	2.634374	2.980719	3.134418	3.143282	3.083681	2.993124	2.81399	2.81399	2.81399	2.81399
Comoros	COM	0.632081	0.632081	0.632081	0.632081	0.632081	0.632081	0.632081	0.632081	0.632081	0.632081	0.632081	0.632081	0.632081	0.632081	0.632081	0.632081	0.632081	0.632081	0.632081	0.632081	0.632081	0.632081	0.632081	0.632081	0.632081	0.632081	0.632081	0.632081	0.632081	0.632081	0.632081	0.632081	0.632081	0.632081	0.632081	0.632081	0.632081	0.632081	0.632081	0.632081	0.632081	0.632081	0.632081	0.632081	0.632081	0.612323	0.593456	1.150897	1.116411	1.3541	1.314299	2.296909	2.478689	2.649134	3.043214	2.959523	3.32248	3.237832	3.373734	3.91776	3.830421	5.125738	5.014407	5.014407	5.014407
Cabo Verde	CPV	15.277418	15.277418	15.277418	15.277418	15.277418	15.277418	15.277418	15.277418	15.277418	15.277418	15.277418	15.277418	15.277418	15.277418	15.277418	15.277418	15.277418	15.277418	15.277418	15.277418	15.277418	15.277418	15.277418	15.277418	15.277418	15.277418	15.277418	15.277418	15.277418	15.277418	15.277418	15.277418	15.277418	15.277418	15.277418	15.277418	15.277418	15.277418	15.277418	15.277418	15.277418	15.277418	15.277418	15.277418	15.277418	15.473738	17.224749	20.096647	24.298816	26.561729	29.330062	28.714528	32.19035	32.087235	31.728364	31.656234	31.358815	29.352856	30.579778	30.102636	29.171254	30.130465	30.374451	29.915001	29.915001
Djibouti	DJI	1.980582	1.980582	1.980582	1.980582	1.980582	1.980582	1.980582	1.980582	1.980582	1.980582	1.980582	1.980582	1.980582	1.980582	1.980582	1.980582	1.980582	1.980582	1.980582	1.980582	1.980582	1.980582	1.980582	1.980582	1.980582	1.980582	1.980582	1.980582	1.980582	1.980582	1.980582	1.980582	1.980582	1.980582	1.980582	1.980582	1.980582	1.980582	1.980582	1.980582	1.980582	1.980582	1.980582	1.980582	1.980582	1.946499	2.279856	2.216562	2.875717	3.322259	4.086713	4.647642	4.857395	4.581214	5.085271	5.711477	5.570884	6.863771	7.394675	8.857227	7.998678	8.361969	9.356623	9.685096	9.685096
Algeria	DZA	4.747415	4.747415	4.747415	4.747415	4.747415	4.747415	4.747415	4.747415	4.747415	4.747415	4.747415	4.747415	4.747415	4.747415	4.747415	4.747415	4.747415	4.747415	4.747415	4.747415	4.747415	4.747415	4.747415	4.747415	4.747415	4.747415	4.747415	4.747415	4.747415	4.747415	4.747415	4.747415	4.747415	4.747415	4.747415	4.747415	4.747415	4.747415	4.747415	4.747415	4.747415	4.747415	4.747415	4.747415	4.747415	4.753052	4.987053	5.10416	5.27925	5.20632	5.094291	5.211148	5.254727	5.252703	5.255337	5.303771	5.304704	5.270805	5.338041	5.348253	5.302804	5.305456	5.288437	5.261707	5.261707
Egypt, Arab Rep.	EGY	3.660229	3.660229	3.660229	3.660229	3.660229	3.660229	3.660229	3.660229	3.660229	3.660229	3.660229	3.660229	3.660229	3.660229	3.660229	3.660229	3.660229	3.660229	3.660229	3.660229	3.660229	3.660229	3.660229	3.660229	3.660229	3.660229	3.660229	3.660229	3.660229	3.660229	3.660229	3.660229	3.660229	3.660229	3.660229	3.660229	3.660229	3.660229	3.660229	3.660229	3.660229	3.660229	3.660229	3.660229	3.660229	3.671353	3.775817	4.05578	4.28192	4.396402	4.416516	4.418743	4.362507	4.341378	4.327632	4.373317	4.479412	4.600083	4.706544	6.26844	6.367052	6.395081	6.262941	6.213581	6.213581
Eritrea	ERI	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
Ethiopia	ETH	0.836457	0.836457	0.836457	0.836457	0.836457	0.836457	0.836457	0.836457	0.836457	0.836457	0.836457	0.836457	0.836457	0.836457	0.836457	0.836457	0.836457	0.836457	0.836457	0.836457	0.836457	0.836457	0.836457	0.836457	0.836457	0.836457	0.836457	0.836457	0.836457	0.836457	0.836457	0.836457	0.836457	0.836457	0.836457	0.836457	0.836457	0.836457	0.836457	0.836457	0.836457	0.836457	0.836457	0.836457	0.836457	0.913917	0.935635	1.072069	1.187122	1.307236	1.352798	1.881524	2.901201	3.815799	4.730396	5.644993	6.559591	7.474188	8.388786	9.303383	10.21798	11.132578	12.047175	14.489596	14.489596
Gabon	GAB	4.03112	4.03112	4.03112	4.03112	4.03112	4.03112	4.03112	4.03112	4.03112	4.03112	4.03112	4.03112	4.03112	4.03112	4.03112	4.03112	4.03112	4.03112	4.03112	4.03112	4.03112	4.03112	4.03112	4.03112	4.03112	4.03112	4.03112	4.03112	4.03112	4.03112	4.03112	4.03112	4.03112	4.03112	4.03112	4.03112	4.03112	4.03112	4.03112	4.03112	4.03112	4.03112	4.03112	4.03112	4.03112	4.03112	4.002575	4.079774	3.931528	4.296829	4.723587	5.285961	8.956852	9.288896	9.288896	9.288896	9.288896	9.288896	9.288896	9.288896	9.288896	9.288896	9.288896	9.288896	9.288896
Ghana	GHA	2.918306	2.918306	2.918306	2.918306	2.918306	2.918306	2.918306	2.918306	2.918306	2.918306	2.918306	2.918306	2.918306	2.918306	2.918306	2.918306	2.918306	2.918306	2.918306	2.918306	2.918306	2.918306	2.918306	2.918306	2.918306	2.918306	2.918306	2.918306	2.918306	2.918306	2.918306	2.918306	2.918306	2.918306	2.918306	2.918306	2.918306	2.918306	2.918306	2.918306	2.918306	2.918306	2.918306	2.918306	2.918306	3.0722	3.418308	4.329874	4.522561	4.838444	5.104085	5.127325	5.409809	5.567506	5.782802	6.809381	6.803718	8.189429	8.311838	8.07988	5.974166	11.169293	5.745886	4.437814	4.437814
Guinea	GIN	0.737094	0.737094	0.737094	0.737094	0.737094	0.737094	0.737094	0.737094	0.737094	0.737094	0.737094	0.737094	0.737094	0.737094	0.737094	0.737094	0.737094	0.737094	0.737094	0.737094	0.737094	0.737094	0.737094	0.737094	0.737094	0.737094	0.737094	0.737094	0.737094	0.737094	0.737094	0.737094	0.737094	0.737094	0.737094	0.737094	0.737094	0.737094	0.737094	0.737094	0.737094	0.737094	0.737094	0.737094	0.737094	0.722165	0.824054	0.898164	1.114661	1.300106	1.421601	1.568585	1.722418	1.786401	2.392122	2.65604	2.636672	2.660115	2.694147	2.655194	2.668569	2.629895	2.740085	2.804929	2.804929
Gambia, The	GMB	2.283214	2.283214	2.283214	2.283214	2.283214	2.283214	2.283214	2.283214	2.283214	2.283214	2.283214	2.283214	2.283214	2.283214	2.283214	2.283214	2.283214	2.283214	2.283214	2.283214	2.283214	2.283214	2.283214	2.283214	2.283214	2.283214	2.283214	2.283214	2.283214	2.283214	2.283214	2.283214	2.283214	2.283214	2.283214	2.283214	2.283214	2.283214	2.283214	2.283214	2.283214	2.283214	2.283214	2.283214	2.283214	2.551292	3.230381	4.073133	5.163595	6.37916	6.945753	6.732777	6.701802	6.750511	6.706132	6.82249	6.689605	6.635154	6.355123	6.155079	5.958332	5.900164	5.840739	5.715563	5.715563
Guinea-Bissau	GNB	1.720874	1.720874	1.720874	1.720874	1.720874	1.720874	1.720874	1.720874	1.720874	1.720874	1.720874	1.720874	1.720874	1.720874	1.720874	1.720874	1.720874	1.720874	1.720874	1.720874	1.720874	1.720874	1.720874	1.720874	1.720874	1.720874	1.720874	1.720874	1.720874	1.720874	1.720874	1.720874	1.720874	1.720874	1.720874	1.720874	1.720874	1.720874	1.720874	1.720874	1.720874	1.720874	1.720874	1.720874	1.720874	1.807153	1.888389	1.962923	1.911397	1.859942	1.921664	2.307	2.454127	2.693614	2.615297	3.222703	3.128416	3.03608	2.945616	3.637148	3.53037	3.428994	3.330835	3.330835	3.330835
Equatorial Guinea	GNQ	2.254519	2.254519	2.254519	2.254519	2.254519	2.254519	2.254519	2.254519	2.254519	2.254519	2.254519	2.254519	2.254519	2.254519	2.254519	2.254519	2.254519	2.254519	2.254519	2.254519	2.254519	2.254519	2.254519	2.254519	2.254519	2.254519	2.254519	2.254519	2.254519	2.254519	2.254519	2.254519	2.254519	2.254519	2.254519	2.254519	2.254519	2.254519	2.254519	2.254519	2.254519	2.254519	2.254519	2.254519	2.254519	2.324987	2.56673	2.60618	2.638997	2.666616	2.839686	2.85501	3.416243	3.406414	3.900607	4.35857	4.659886	4.961201	5.885148	5.793682	5.943287	5.895036	5.72696	5.72696	5.72696
Kenya	KEN	2.775032	2.775032	2.775032	2.775032	2.775032	2.775032	2.775032	2.775032	2.775032	2.775032	2.775032	2.775032	2.775032	2.775032	2.775032	2.775032	2.775032	2.775032	2.775032	2.775032	2.775032	2.775032	2.775032	2.775032	2.775032	2.775032	2.775032	2.775032	2.775032	2.775032	2.775032	2.775032	2.775032	2.775032	2.775032	2.775032	2.775032	2.775032	2.775032	2.775032	2.775032	2.775032	2.775032	2.775032	2.775032	2.655626	2.741803	3.565542	4.12262	4.404259	4.697437	4.966627	5.253208	5.368253	5.590078	5.720359	5.516307	5.365748	5.171447	4.969493	4.857314	4.587489	4.506097	4.480817	4.480817
Liberia	LBR	0.812319	0.812319	0.812319	0.812319	0.812319	0.812319	0.812319	0.812319	0.812319	0.812319	0.812319	0.812319	0.812319	0.812319	0.812319	0.812319	0.812319	0.812319	0.812319	0.812319	0.812319	0.812319	0.812319	0.812319	0.812319	0.812319	0.812319	0.812319	0.812319	0.812319	0.812319	0.812319	0.812319	0.812319	0.812319	0.812319	0.812319	0.812319	0.812319	0.812319	0.812319	0.812319	0.812319	0.812319	0.812319	0.812319	0.812319	1.06565	1.583028	2.843155	3.552449	3.601882	3.500129	3.667182	3.631692	2.985656	2.918442	2.963855	3.179641	3.10359	2.920987	3.133705	3.04385	3.045533	3.045533
Libya	LBY	8.940904	8.940904	8.940904	8.940904	8.940904	8.940904	8.940904	8.940904	8.940904	8.940904	8.940904	8.940904	8.940904	8.940904	8.940904	8.940904	8.940904	8.940904	8.940904	8.940904	8.940904	8.940904	8.940904	8.940904	8.940904	8.940904	8.940904	8.940904	8.940904	8.940904	8.940904	8.940904	8.940904	8.940904	8.940904	8.940904	8.940904	8.940904	8.940904	8.940904	8.940904	8.940904	8.940904	8.940904	8.940904	8.946249	10.665643	10.702793	10.569133	10.627687	10.826782	11.632598	12.930653	13.065247	12.79281	12.57561	12.459071	12.249345	12.091917	12.186589	12.1549	12.166798	12.282653	12.282653	12.282653
Lesotho	LSO	2.425071	2.425071	2.425071	2.425071	2.425071	2.425071	2.425071	2.425071	2.425071	2.425071	2.425071	2.425071	2.425071	2.425071	2.425071	2.425071	2.425071	2.425071	2.425071	2.425071	2.425071	2.425071	2.425071	2.425071	2.425071	2.425071	2.425071	2.425071	2.425071	2.425071	2.425071	2.425071	2.425071	2.425071	2.425071	2.425071	2.425071	2.425071	2.425071	2.425071	2.425071	2.425071	2.425071	2.425071	2.425071	2.342565	1.930973	2.07449	2.21106	2.266895	3.327604	3.367673	3.327684	3.585172	3.539679	3.711207	3.802609	3.745625	3.687016	3.698235	3.709752	3.591596	3.547262	3.502329	3.502329
Morocco	MAR	9.989446	9.989446	9.989446	9.989446	9.989446	9.989446	9.989446	9.989446	9.989446	9.989446	9.989446	9.989446	9.989446	9.989446	9.989446	9.989446	9.989446	9.989446	9.989446	9.989446	9.989446	9.989446	9.989446	9.989446	9.989446	9.989446	9.989446	9.989446	9.989446	9.989446	9.989446	9.989446	9.989446	9.989446	9.989446	9.989446	9.989446	9.989446	9.989446	9.989446	9.989446	9.989446	9.989446	9.989446	9.989446	10.677688	11.524126	12.649109	14.169499	19.596508	20.830847	21.873924	22.917381	23.641667	24.111269	24.658237	24.868767	24.950106	25.051079	24.866626	24.426918	22.451582	21.592702	20.918391	20.918391
Madagascar	MDG	1.089974	1.089974	1.089974	1.089974	1.089974	1.089974	1.089974	1.089974	1.089974	1.089974	1.089974	1.089974	1.089974	1.089974	1.089974	1.089974	1.089974	1.089974	1.089974	1.089974	1.089974	1.089974	1.089974	1.089974	1.089974	1.089974	1.089974	1.089974	1.089974	1.089974	1.089974	1.089974	1.089974	1.089974	1.089974	1.089974	1.089974	1.089974	1.089974	1.089974	1.089974	1.089974	1.089974	1.089974	1.089974	1.083661	1.103995	1.229194	1.292598	1.366809	1.418134	1.480086	1.559312	1.625074	1.841577	2.002707	2.13965	2.254166	2.316982	2.392642	2.450889	2.887556	2.882114	2.882114	2.882114
Mali	MLI	2.353976	2.353976	2.353976	2.353976	2.353976	2.353976	2.353976	2.353976	2.353976	2.353976	2.353976	2.353976	2.353976	2.353976	2.353976	2.353976	2.353976	2.353976	2.353976	2.353976	2.353976	2.353976	2.353976	2.353976	2.353976	2.353976	2.353976	2.353976	2.353976	2.353976	2.353976	2.353976	2.353976	2.353976	2.353976	2.353976	2.353976	2.353976	2.353976	2.353976	2.353976	2.353976	2.353976	2.353976	2.353976	2.394541	2.54153	2.864043	2.752965	3.099787	3.523704	4.100847	4.6551	4.894311	5.452636	5.852913	5.873745	4.972507	4.846313	4.787254	4.505516	4.40841	4.106639	4.106639	4.106639
Mozambique	MOZ	1.831812	1.831812	1.831812	1.831812	1.831812	1.831812	1.831812	1.831812	1.831812	1.831812	1.831812	1.831812	1.831812	1.831812	1.831812	1.831812	1.831812	1.831812	1.831812	1.831812	1.831812	1.831812	1.831812	1.831812	1.831812	1.831812	1.831812	1.831812	1.831812	1.831812	1.831812	1.831812	1.831812	1.831812	1.831812	1.831812	1.831812	1.831812	1.831812	1.831812	1.831812	1.831812	1.831812	1.831812	1.831812	2.066569	2.105372	2.44816	2.597957	2.983906	3.431348	3.666791	3.892587	3.898224	4.133193	4.278017	4.342523	4.23509	4.219051	4.498098	3.999456	3.764327	3.608863	3.480236	3.480236
Mauritania	MRT	4.265388	4.265388	4.265388	4.265388	4.265388	4.265388	4.265388	4.265388	4.265388	4.265388	4.265388	4.265388	4.265388	4.265388	4.265388	4.265388	4.265388	4.265388	4.265388	4.265388	4.265388	4.265388	4.265388	4.265388	4.265388	4.265388	4.265388	4.265388	4.265388	4.265388	4.265388	4.265388	4.265388	4.265388	4.265388	4.265388	4.265388	4.265388	4.265388	4.265388	4.265388	4.265388	4.265388	4.265388	4.265388	4.265388	4.265388	4.265388	4.475069	4.505808	4.538698	4.523427	5.100207	7.306978	7.608479	8.018441	9.355694	9.371372	11.838703	12.306138	12.112931	12.21864	11.353615	11.353615	11.353615
Mauritius	MUS	18.062228	18.062228	18.062228	18.062228	18.062228	18.062228	18.062228	18.062228	18.062228	18.062228	18.062228	18.062228	18.062228	18.062228	18.062228	18.062228	18.062228	18.062228	18.062228	18.062228	18.062228	18.062228	18.062228	18.062228	18.062228	18.062228	18.062228	18.062228	18.062228	18.062228	18.062228	18.062228	18.062228	18.062228	18.062228	18.062228	18.062228	18.062228	18.062228	18.062228	18.062228	18.062228	18.062228	18.062228	18.062228	18.200165	18.549929	18.87652	19.514415	21.085707	21.30796	21.651006	21.96872	22.295474	22.516535	21.7439	20.41538	18.621956	17.150494	16.468218	15.517676	15.061882	14.574624	14.256958	14.256958
Malawi	MWI	0.979553	0.979553	0.979553	0.979553	0.979553	0.979553	0.979553	0.979553	0.979553	0.979553	0.979553	0.979553	0.979553	0.979553	0.979553	0.979553	0.979553	0.979553	0.979553	0.979553	0.979553	0.979553	0.979553	0.979553	0.979553	0.979553	0.979553	0.979553	0.979553	0.979553	0.979553	0.979553	0.979553	0.979553	0.979553	0.979553	0.979553	0.979553	0.979553	0.979553	0.979553	0.979553	0.979553	0.979553	0.979553	0.941062	0.931456	1.952434	2.197358	2.310906	2.92292	1.087524	3.349791	3.343749	3.330858	3.38868	3.013453	2.22726	2.29809	2.273633	2.07265	1.998903	1.929291	1.929291	1.929291
Namibia	NAM	11.144882	11.144882	11.144882	11.144882	11.144882	11.144882	11.144882	11.144882	11.144882	11.144882	11.144882	11.144882	11.144882	11.144882	11.144882	11.144882	11.144882	11.144882	11.144882	11.144882	11.144882	11.144882	11.144882	11.144882	11.144882	11.144882	11.144882	11.144882	11.144882	11.144882	11.144882	11.144882	11.144882	11.144882	11.144882	11.144882	11.144882	11.144882	11.144882	11.144882	11.144882	11.144882	11.144882	11.144882	11.144882	11.07022	12.053644	12.667195	12.780591	12.81593	12.860209	12.990426	12.899098	13.015563	13.608286	13.692937	15.53355	10.547243	11.474013	11.279795	10.894522	9.479055	9.348033	9.348033	9.348033
Niger	NER	0.503753	0.503753	0.503753	0.503753	0.503753	0.503753	0.503753	0.503753	0.503753	0.503753	0.503753	0.503753	0.503753	0.503753	0.503753	0.503753	0.503753	0.503753	0.503753	0.503753	0.503753	0.503753	0.503753	0.503753	0.503753	0.503753	0.503753	0.503753	0.503753	0.503753	0.503753	0.503753	0.503753	0.503753	0.503753	0.503753	0.503753	0.503753	0.503753	0.503753	0.503753	0.503753	0.503753	0.503753	0.503753	0.655411	0.729216	0.888784	1.036679	1.087532	1.179949	1.218029	1.501778	1.60359	1.615052	1.660718	1.624262	1.634429	1.590097	1.59708	1.561657	1.581031	1.588778	1.588778	1.588778
Nigeria	NGA	4.646316	4.646316	4.646316	4.646316	4.646316	4.646316	4.646316	4.646316	4.646316	4.646316	4.646316	4.646316	4.646316	4.646316	4.646316	4.646316	4.646316	4.646316	4.646316	4.646316	4.646316	4.646316	4.646316	4.646316	4.646316	4.646316	4.646316	4.646316	4.646316	4.646316	4.646316	4.646316	4.646316	4.646316	4.646316	4.646316	4.646316	4.646316	4.646316	4.646316	4.646316	4.646316	4.646316	4.646316	4.646316	4.134	3.73885	5.150113	6.197144	6.41095	6.492203	6.328748	5.737434	5.821216	5.530492	4.918974	4.683292	4.381587	4.24944	4.730676	4.40098	4.241155	4.364872	4.364872	4.364872
Rwanda	RWA	0.400675	0.400675	0.400675	0.400675	0.400675	0.400675	0.400675	0.400675	0.400675	0.400675	0.400675	0.400675	0.400675	0.400675	0.400675	0.400675	0.400675	0.400675	0.400675	0.400675	0.400675	0.400675	0.400675	0.400675	0.400675	0.400675	0.400675	0.400675	0.400675	0.400675	0.400675	0.400675	0.400675	0.400675	0.400675	0.400675	0.400675	0.400675	0.400675	0.400675	0.400675	0.400675	0.400675	0.400675	0.400675	0.776492	0.734865	1.080081	4.607578	4.925065	4.915112	5.454495	5.62103	5.968319	5.854928	6.132067	6.193554	6.088247	5.679352	5.237839	4.513365	3.306319	3.137766	3.137766	3.137766
Sudan	SDN	2.558449	2.558449	2.558449	2.558449	2.558449	2.558449	2.558449	2.558449	2.558449	2.558449	2.558449	2.558449	2.558449	2.558449	2.558449	2.558449	2.558449	2.558449	2.558449	2.558449	2.558449	2.558449	2.558449	2.558449	2.558449	2.558449	2.558449	2.558449	2.558449	2.558449	2.558449	2.558449	2.558449	2.558449	2.558449	2.558449	2.558449	2.558449	2.558449	2.558449	2.558449	2.558449	2.558449	2.558449	2.558449	2.4349	2.368182	2.368959	2.373125	2.499146	2.924959	3.019485	3.055111	3.158241	3.196841	3.317704	3.264344	3.318249	3.365739	3.365739	3.365739	3.365739	3.365739	3.365739	3.365739
Senegal	SEN	2.016146	2.016146	2.016146	2.016146	2.016146	2.016146	2.016146	2.016146	2.016146	2.016146	2.016146	2.016146	2.016146	2.016146	2.016146	2.016146	2.016146	2.016146	2.016146	2.016146	2.016146	2.016146	2.016146	2.016146	2.016146	2.016146	2.016146	2.016146	2.016146	2.016146	2.016146	2.016146	2.016146	2.016146	2.016146	2.016146	2.016146	2.016146	2.016146	2.016146	2.016146	2.016146	2.016146	2.016146	2.016146	2.556626	2.972845	3.152474	3.824804	4.012569	4.272516	4.583933	4.822003	4.745559	4.804605	5.14492	5.183643	5.811728	5.65706	5.256278	5.271865	5.656782	5.513501	5.513501	5.513501
Sierra Leone	SLE	1.095551	1.095551	1.095551	1.095551	1.095551	1.095551	1.095551	1.095551	1.095551	1.095551	1.095551	1.095551	1.095551	1.095551	1.095551	1.095551	1.095551	1.095551	1.095551	1.095551	1.095551	1.095551	1.095551	1.095551	1.095551	1.095551	1.095551	1.095551	1.095551	1.095551	1.095551	1.095551	1.095551	1.095551	1.095551	1.095551	1.095551	1.095551	1.095551	1.095551	1.095551	1.095551	1.095551	1.095551	1.095551	1.190915	1.347215	1.614619	2.036335	2.455877	2.572437	2.627692	2.626108	2.620562	2.615017	2.609471	2.603925	2.598379	2.592834	2.587288	2.581742	2.576197	2.570651	2.517121	2.517121
Somalia	SOM	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
South Sudan	SSD	0.673373	0.673373	0.673373	0.673373	0.673373	0.673373	0.673373	0.673373	0.673373	0.673373	0.673373	0.673373	0.673373	0.673373	0.673373	0.673373	0.673373	0.673373	0.673373	0.673373	0.673373	0.673373	0.673373	0.673373	0.673373	0.673373	0.673373	0.673373	0.673373	0.673373	0.673373	0.673373	0.673373	0.673373	0.673373	0.673373	0.673373	0.673373	0.673373	0.673373	0.673373	0.673373	0.673373	0.673373	0.673373	0.673373	0.673373	0.673373	0.673373	0.673373	0.704241	0.711128	0.887154	1.351048	1.790241	1.581995	1.67568	1.59921	1.592712	1.624269	1.643412	1.565045	1.583393	1.58111	1.58111
Sao Tome and Principe	STP	18.877485	18.877485	18.877485	18.877485	18.877485	18.877485	18.877485	18.877485	18.877485	18.877485	18.877485	18.877485	18.877485	18.877485	18.877485	18.877485	18.877485	18.877485	18.877485	18.877485	18.877485	18.877485	18.877485	18.877485	18.877485	18.877485	18.877485	18.877485	18.877485	18.877485	18.877485	18.877485	18.877485	18.877485	18.877485	18.877485	18.877485	18.877485	18.877485	18.877485	18.877485	18.877485	18.877485	18.877485	18.877485	18.877485	18.877485	18.877485	18.877485	23.300745	27.515276	27.821313	30.907686	31.267867	29.836077	29.282325	24.485798	23.981014	20.233576	19.788657	19.25417	17.192405	14.531504	14.531504	14.531504
Eswatini	SWZ	5.955907	5.955907	5.955907	5.955907	5.955907	5.955907	5.955907	5.955907	5.955907	5.955907	5.955907	5.955907	5.955907	5.955907	5.955907	5.955907	5.955907	5.955907	5.955907	5.955907	5.955907	5.955907	5.955907	5.955907	5.955907	5.955907	5.955907	5.955907	5.955907	5.955907	5.955907	5.955907	5.955907	5.955907	5.955907	5.955907	5.955907	5.955907	5.955907	5.955907	5.955907	5.955907	5.955907	5.955907	5.955907	6.027469	6.101644	6.016494	6.085298	6.007576	6.092179	6.918867	6.85398	6.641391	6.567526	7.614321	6.957771	6.177051	6.631614	6.267628	6.428472	6.196507	6.116504	6.116504	6.116504
Seychelles	SYC	43.005773	43.005773	43.005773	43.005773	43.005773	43.005773	43.005773	43.005773	43.005773	43.005773	43.005773	43.005773	43.005773	43.005773	43.005773	43.005773	43.005773	43.005773	43.005773	43.005773	43.005773	43.005773	43.005773	43.005773	43.005773	43.005773	43.005773	43.005773	43.005773	43.005773	43.005773	43.005773	43.005773	43.005773	43.005773	43.005773	43.005773	43.005773	43.005773	43.005773	43.005773	43.005773	43.005773	43.005773	43.005773	40.927248	41.45937	41.034058	47.622705	47.175554	47.068514	48.040113	48.896857	49.39563	54.292695	54.447981	53.727149	53.100237	41.804893	44.084643	41.015599	39.331367	38.989902	38.989902	38.989902
Chad	TCD	0.384528	0.384528	0.384528	0.384528	0.384528	0.384528	0.384528	0.384528	0.384528	0.384528	0.384528	0.384528	0.384528	0.384528	0.384528	0.384528	0.384528	0.384528	0.384528	0.384528	0.384528	0.384528	0.384528	0.384528	0.384528	0.384528	0.384528	0.384528	0.384528	0.384528	0.384528	0.384528	0.384528	0.384528	0.384528	0.384528	0.384528	0.384528	0.384528	0.384528	0.384528	0.384528	0.384528	0.384528	0.384528	0.368472	0.355987	0.36273	0.490464	0.557835	0.621589	0.678959	0.654974	0.880438	0.960814	0.985894	1.008186	1.011449	0.950393	0.845696	0.863483	0.845198	0.845198	0.845198	0.845198
Togo	TGO	1.154552	1.154552	1.154552	1.154552	1.154552	1.154552	1.154552	1.154552	1.154552	1.154552	1.154552	1.154552	1.154552	1.154552	1.154552	1.154552	1.154552	1.154552	1.154552	1.154552	1.154552	1.154552	1.154552	1.154552	1.154552	1.154552	1.154552	1.154552	1.154552	1.154552	1.154552	1.154552	1.154552	1.154552	1.154552	1.154552	1.154552	1.154552	1.154552	1.154552	1.154552	1.154552	1.154552	1.154552	1.154552	1.183471	1.559509	2.822284	3.706141	3.868406	4.05325	4.276988	4.313108	4.416265	4.744243	5.118865	5.491239	5.427872	5.048278	5.320434	5.414532	4.975392	4.931549	4.931549	4.931549
Tunisia	TUN	11.54983	11.54983	11.54983	11.54983	11.54983	11.54983	11.54983	11.54983	11.54983	11.54983	11.54983	11.54983	11.54983	11.54983	11.54983	11.54983	11.54983	11.54983	11.54983	11.54983	11.54983	11.54983	11.54983	11.54983	11.54983	11.54983	11.54983	11.54983	11.54983	11.54983	11.54983	11.54983	11.54983	11.54983	11.54983	11.54983	11.54983	11.54983	11.54983	11.54983	11.54983	11.54983	11.54983	11.54983	11.54983	11.835271	12.620311	13.323976	14.051393	14.60965	16.092828	16.501676	17.003335	17.624134	18.707392	19.450269	20.114185	21.170993	21.590114	21.781265	21.879263	21.885108	22.106534	22.106534	22.106534
Tanzania	TZA	1.16372	1.16372	1.16372	1.16372	1.16372	1.16372	1.16372	1.16372	1.16372	1.16372	1.16372	1.16372	1.16372	1.16372	1.16372	1.16372	1.16372	1.16372	1.16372	1.16372	1.16372	1.16372	1.16372	1.16372	1.16372	1.16372	1.16372	1.16372	1.16372	1.16372	1.16372	1.16372	1.16372	1.16372	1.16372	1.16372	1.16372	1.16372	1.16372	1.16372	1.16372	1.16372	1.16372	1.16372	1.16372	1.16372	1.146615	1.307643	1.769668	1.88977	2.021186	2.094258	2.238216	2.49397	2.629088	2.636334	2.821093	2.755379	2.519987	2.670366	2.483382	2.454046	2.347735	2.347735	2.347735
Uganda	UGA	1.154222	1.154222	1.154222	1.154222	1.154222	1.154222	1.154222	1.154222	1.154222	1.154222	1.154222	1.154222	1.154222	1.154222	1.154222	1.154222	1.154222	1.154222	1.154222	1.154222	1.154222	1.154222	1.154222	1.154222	1.154222	1.154222	1.154222	1.154222	1.154222	1.154222	1.154222	1.154222	1.154222	1.154222	1.154222	1.154222	1.154222	1.154222	1.154222	1.154222	1.154222	1.154222	1.154222	1.154222	1.154222	1.215121	1.228289	1.428671	2.11486	2.455425	2.567259	2.501794	2.830315	3.044139	3.141085	3.124296	2.965172	2.734861	2.651258	2.639974	2.503629	2.319779	2.33801	2.259381	2.259381
South Africa	ZAF	4.574415	4.574415	4.574415	4.574415	4.574415	4.574415	4.574415	4.574415	4.574415	4.574415	4.574415	4.574415	4.574415	4.574415	4.574415	4.574415	4.574415	4.574415	4.574415	4.574415	4.574415	4.574415	4.574415	4.574415	4.574415	4.574415	4.574415	4.574415	4.574415	4.574415	4.574415	4.574415	4.574415	4.574415	4.574415	4.574415	4.574415	4.574415	4.574415	4.574415	4.574415	4.574415	4.574415	4.574415	4.574415	6.826552	7.043047	5.735108	7.482797	8.843231	9.53282	9.995772	9.71164	9.898676	10.645802	10.185336	9.975849	10.383266	10.180039	9.640062	9.290627	9.475309	9.104143	8.719328	8.719328
Zambia	ZMB	3.17669	3.17669	3.17669	3.17669	3.17669	3.17669	3.17669	3.17669	3.17669	3.17669	3.17669	3.17669	3.17669	3.17669	3.17669	3.17669	3.17669	3.17669	3.17669	3.17669	3.17669	3.17669	3.17669	3.17669	3.17669	3.17669	3.17669	3.17669	3.17669	3.17669	3.17669	3.17669	3.17669	3.17669	3.17669	3.17669	3.17669	3.17669	3.17669	3.17669	3.17669	3.17669	3.17669	3.17669	3.17669	3.01484	3.030398	3.281774	3.609832	3.75265	3.854737	3.989821	4.201265	4.427755	4.665004	4.630041	4.635256	4.466058	3.77793	3.172841	3.048775	2.778635	2.701335	2.701335	2.701335
Zimbabwe	ZWE	2.874069	2.874069	2.874069	2.874069	2.874069	2.874069	2.874069	2.874069	2.874069	2.874069	2.874069	2.874069	2.874069	2.874069	2.874069	2.874069	2.874069	2.874069	2.874069	2.874069	2.874069	2.874069	2.874069	2.874069	2.874069	2.874069	2.874069	2.874069	2.874069	2.874069	2.874069	2.874069	2.874069	2.874069	2.874069	2.874069	2.874069	2.874069	2.874069	2.874069	2.874069	2.874069	2.874069	2.874069	2.874069	3.917742	3.684587	4.118677	3.447309	4.600367	4.878828	6.332452	13.158209	13.769518	14.668721	5.898838	5.633315	5.402445	5.205151	3.538362	3.904282	5.818109	5.542454	5.395435	5.395435

Africa Commercial Bank Branches (per 100,000 adults) Dataset

Overview

This dataset contains commercial bank branches (per 100,000 adults) data for African countries from the World Bank.

Data Details

Indicator Code: FB.CBK.BRCH.P5
Description: Commercial Bank Branches (per 100,000 adults)
Geographic Coverage: 52 African countries
Time Period: 2004-2023
Data Points: 949 observations
Coverage: 27.04% of possible country-year combinations

File Formats

Main Dataset (`fb_cbk_brch_p5_africa.csv`)

Rows: 54 countries
Columns: 65 years (1960-2024)
Structure: Countries as rows, years as columns
Missing Value Treatment: Interpolation → Forward Fill → Backward Fill
Use Case: Cross-sectional analysis, heatmaps, correlation analysis

Data Quality

Coverage Statistics

Total Observations: 949
Coverage Rate: 27.04%
Earliest Data: 2004
Latest Data: 2023

Countries with No Data

2 countries have no observations: Eritrea, Somalia

Usage Examples

Python

import pandas as pd

# Load main dataset
df = pd.read_csv('fb_cbk_brch_p5_africa.csv', index_col=[0, 1])

R

# Load main dataset
df <- read.csv('fb_cbk_brch_p5_africa.csv', row.names=c(1,2))

Source

World Bank Open Data - Commercial Bank Branches (per 100,000 adults)

Original File: API_FB.CBK.BRCH.P5_DS2_en_excel_v2_37889.xls
Processed: 2025-08-18

License

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

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