Datasets:

electricsheepafrica
/

africa-medium-and-high-tech-manufacturing-value-added-percentage-manufacturing-value-added

Country Name stringlengths 4 24	Country Code stringlengths 3 3	1960 float64 1.67 30.6 ⌀	1961 float64 1.67 30.6 ⌀	1962 float64 1.67 30.6 ⌀	1963 float64 1.67 30.6 ⌀	1964 float64 1.67 30.6 ⌀	1965 float64 1.67 30.6 ⌀	1966 float64 1.67 30.6 ⌀	1967 float64 1.67 30.6 ⌀	1968 float64 1.67 30.6 ⌀	1969 float64 1.67 30.6 ⌀	1970 float64 1.67 30.6 ⌀	1971 float64 1.67 30.6 ⌀	1972 float64 1.67 30.6 ⌀	1973 float64 1.67 30.6 ⌀	1974 float64 1.67 30.6 ⌀	1975 float64 1.67 30.6 ⌀	1976 float64 1.67 30.6 ⌀	1977 float64 1.67 30.6 ⌀	1978 float64 1.67 30.6 ⌀	1979 float64 1.67 30.6 ⌀	1980 float64 1.67 30.6 ⌀	1981 float64 1.67 30.6 ⌀	1982 float64 1.67 30.6 ⌀	1983 float64 1.67 30.6 ⌀	1984 float64 1.67 30.6 ⌀	1985 float64 1.67 30.6 ⌀	1986 float64 1.67 30.6 ⌀	1987 float64 1.67 30.6 ⌀	1988 float64 1.67 30.6 ⌀	1989 float64 1.67 30.6 ⌀	1990 float64 1.67 30.6 ⌀	1991 float64 0.9 30.6 ⌀	1992 float64 0.88 30.6 ⌀	1993 float64 0.98 30.6 ⌀	1994 float64 0.92 30.6 ⌀	1995 float64 0.93 34.2 ⌀	1996 float64 0.79 33.4 ⌀	1997 float64 0.79 33.4 ⌀	1998 float64 0.79 35.7 ⌀	1999 float64 0.79 39.9 ⌀	2000 float64 0.79 50.5 ⌀	2001 float64 0.79 44.9 ⌀	2002 float64 0.79 77.7 ⌀	2003 float64 0.79 77.7 ⌀	2004 float64 0.67 33.4 ⌀	2005 float64 0.67 33.4 ⌀	2006 float64 0.67 33.4 ⌀	2007 float64 0.67 33.4 ⌀	2008 float64 0.67 33.4 ⌀	2009 float64 1.63 33.4 ⌀	2010 float64 1.63 33.4 ⌀	2011 float64 1.27 33.4 ⌀	2012 float64 1.39 33.4 ⌀	2013 float64 1.35 33.4 ⌀	2014 float64 1.25 33.4 ⌀	2015 float64 1.17 33.4 ⌀	2016 float64 0.97 33.4 ⌀	2017 float64 1.26 33.4 ⌀	2018 float64 1.18 33.4 ⌀	2019 float64 1 40.9 ⌀	2020 float64 1.1 33.4 ⌀	2021 float64 1.04 33.4 ⌀	2022 float64 1.04 33.4 ⌀	2023 float64 1.04 33.4 ⌀	2024 float64 1.04 33.4 ⌀
Angola	AGO	3.26544	3.26544	3.26544	3.26544	3.26544	3.26544	3.26544	3.26544	3.26544	3.26544	3.26544	3.26544	3.26544	3.26544	3.26544	3.26544	3.26544	3.26544	3.26544	3.26544	3.26544	3.26544	3.26544	3.26544	3.26544	3.26544	3.26544	3.26544	3.26544	3.26544	3.26544	3.26544	3.26544	3.26544	3.26544	3.26544	3.26544	3.26544	3.26544	3.26544	3.26544	3.26544	3.26544	3.26544	3.26544	3.26544	3.26544	3.26544	3.26544	3.26544	3.26544	3.26544	3.26544	3.26544	3.26544	2.985138	3.528382	3.564328	3.271733	3.292716	2.985138	3.564328	3.564328	3.564328	3.564328
Burundi	BDI	1.670487	1.670487	1.670487	1.670487	1.670487	1.670487	1.670487	1.670487	1.670487	1.670487	1.670487	1.670487	1.670487	1.670487	1.670487	1.670487	1.670487	1.670487	1.670487	1.670487	1.670487	1.670487	1.670487	1.670487	1.670487	1.670487	1.670487	1.670487	1.670487	1.670487	1.670487	1.542744	1.553725	1.553725	1.553725	1.553725	1.553725	1.553725	1.553725	1.553725	2.532888	2.581708	2.421325	2.779594	2.98402	3.311223	3.378421	3.664701	2.153761	3.300058	3.082042	2.047592	2.208339	2.789204	2.789204	2.789204	2.789204	2.789204	2.789204	2.789204	2.789204	2.789204	2.789204	2.789204	2.789204
Benin	BEN	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null
Burkina Faso	BFA	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null
Botswana	BWA	9.363683	9.363683	9.363683	9.363683	9.363683	9.363683	9.363683	9.363683	9.363683	9.363683	9.363683	9.363683	9.363683	9.363683	9.363683	9.363683	9.363683	9.363683	9.363683	9.363683	9.363683	9.363683	9.363683	9.363683	9.363683	9.363683	9.363683	9.363683	9.363683	9.363683	9.363683	7.09599	7.09599	3.744984	7.29783	10.597209	10.597209	21.58752	21.58752	21.58752	1.24034	1.24034	77.68447	77.68447	16.064695	16.064695	16.064695	16.269907	16.816716	16.347957	24.888469	25.595627	28.108574	25.524912	20.256319	23.702172	23.356149	25.681868	26.096246	26.749544	28.733995	28.69471	28.69471	28.69471	28.69471
Central African Republic	CAF	8.396947	8.396947	8.396947	8.396947	8.396947	8.396947	8.396947	8.396947	8.396947	8.396947	8.396947	8.396947	8.396947	8.396947	8.396947	8.396947	8.396947	8.396947	8.396947	8.396947	8.396947	8.396947	8.396947	8.396947	8.396947	8.396947	8.396947	8.396947	8.396947	8.396947	8.396947	7.877136	10.497889	9.245991	9.245991	9.245991	9.245991	9.245991	9.245991	9.245991	9.245991	9.245991	9.245991	9.245991	9.245991	9.245991	9.245991	9.245991	9.245991	9.245991	9.245991	9.245991	9.245991	9.245991	9.245991	9.245991	9.245991	9.245991	9.245991	9.245991	9.245991	9.245991	9.245991	9.245991	9.245991
Cote d'Ivoire	CIV	13.69921	13.69921	13.69921	13.69921	13.69921	13.69921	13.69921	13.69921	13.69921	13.69921	13.69921	13.69921	13.69921	13.69921	13.69921	13.69921	13.69921	13.69921	13.69921	13.69921	13.69921	13.69921	13.69921	13.69921	13.69921	13.69921	13.69921	13.69921	13.69921	13.69921	13.69921	13.69921	13.69921	13.69921	13.69921	14.517983	15.685906	14.989796	14.989796	14.989796	14.989796	14.989796	14.989796	14.989796	14.989796	14.989796	14.989796	14.989796	14.989796	14.989796	14.989796	14.989796	14.989796	14.989796	14.989796	14.989796	14.989796	14.989796	14.989796	14.989796	14.989796	14.989796	14.989796	14.989796	14.989796
Cameroon	CMR	5.955785	5.955785	5.955785	5.955785	5.955785	5.955785	5.955785	5.955785	5.955785	5.955785	5.955785	5.955785	5.955785	5.955785	5.955785	5.955785	5.955785	5.955785	5.955785	5.955785	5.955785	5.955785	5.955785	5.955785	5.955785	5.955785	5.955785	5.955785	5.955785	5.955785	5.955785	6.786341	8.22997	7.481871	3.950154	5.02158	5.338532	6.812012	8.889446	5.520836	1.819031	3.329145	11.008898	10.544503	10.544503	10.544503	7.902333	7.902333	7.611958	7.611958	7.611958	7.611958	7.611958	7.611958	7.611958	7.611958	7.611958	7.611958	7.611958	7.611958	7.611958	7.611958	7.611958	7.611958	7.611958
Congo, Dem. Rep.	COD	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null
Congo, Rep.	COG	10.398966	10.398966	10.398966	10.398966	10.398966	10.398966	10.398966	10.398966	10.398966	10.398966	10.398966	10.398966	10.398966	10.398966	10.398966	10.398966	10.398966	10.398966	10.398966	10.398966	10.398966	10.398966	10.398966	10.398966	10.398966	10.398966	10.398966	10.398966	10.398966	10.398966	10.398966	10.398966	10.398966	10.398966	10.398966	10.398966	10.398966	10.398966	10.398966	10.398966	10.398966	11.889505	13.141119	13.141119	13.141119	13.141119	2.415318	2.415318	2.415318	2.415318	2.415318	2.415318	2.415318	2.415318	2.415318	2.415318	2.415318	2.415318	2.415318	2.415318	2.415318	2.415318	2.415318	2.415318	2.415318
Comoros	COM	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null
Cabo Verde	CPV	30.6	30.6	30.6	30.6	30.6	30.6	30.6	30.6	30.6	30.6	30.6	30.6	30.6	30.6	30.6	30.6	30.6	30.6	30.6	30.6	30.6	30.6	30.6	30.6	30.6	30.6	30.6	30.6	30.6	30.6	30.6	30.6	30.6	30.6	30.6	30.6	30.6	30.6	30.6	30.6	30.6	30.6	30.6	30.6	30.6	27.1	27.1	27.1	27.1	27.1	27.1	27.1	27.1	27.1	27.1	27.1	27.1	27.1	27.1	27.1	27.1	27.1	27.1	27.1	27.1
Djibouti	DJI	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null
Algeria	DZA	10.226428	10.226428	10.226428	10.226428	10.226428	10.226428	10.226428	10.226428	10.226428	10.226428	10.226428	10.226428	10.226428	10.226428	10.226428	10.226428	10.226428	10.226428	10.226428	10.226428	10.226428	10.226428	10.226428	10.226428	10.226428	10.226428	10.226428	10.226428	10.226428	10.226428	10.226428	12.502825	9.657337	10.284099	10.692199	10.460121	11.278325	11.278325	11.278325	11.278325	11.278325	11.278325	14.279125	14.279125	14.279125	14.279125	14.279125	14.279125	15.072582	10.848909	9.661528	1.270871	1.38766	1.564304	1.659026	2.693262	2.693262	2.693262	2.693262	2.693262	2.693262	2.693262	2.693262	2.693262	2.693262
Egypt, Arab Rep.	EGY	23.379244	23.379244	23.379244	23.379244	23.379244	23.379244	23.379244	23.379244	23.379244	23.379244	23.379244	23.379244	23.379244	23.379244	23.379244	23.379244	23.379244	23.379244	23.379244	23.379244	23.379244	23.379244	23.379244	23.379244	23.379244	23.379244	23.379244	23.379244	23.379244	23.379244	23.379244	22.294306	16.842732	18.749514	27.45776	25.126471	28.393521	30.348343	35.665047	36.226129	36.191394	32.183426	32.48629	32.183425	26.796274	28.514521	25.667543	25.70697	25.70697	24.258107	23.41992	21.057731	20.534162	17.791923	13.845057	18.211514	19.842587	21.608668	31.702963	29.097337	18.719635	18.790712	18.790712	18.790712	18.790712
Eritrea	ERI	19.918304	19.918304	19.918304	19.918304	19.918304	19.918304	19.918304	19.918304	19.918304	19.918304	19.918304	19.918304	19.918304	19.918304	19.918304	19.918304	19.918304	19.918304	19.918304	19.918304	19.918304	19.918304	19.918304	19.918304	19.918304	19.918304	19.918304	19.918304	19.918304	19.918304	19.918304	19.918304	19.918304	19.721421	21.204088	19.721488	13.595944	5.065885	7.665985	11.888406	8.693675	9.486392	11.317124	10.863871	9.636325	9.848142	14.324286	6.637495	11.956173	7.046481	6.058127	7.16088	8.949867	7.469349	7.582705	5.310414	4.304884	4.627996	9.702847	9.702847	9.702847	10.196801	10.196801	10.196801	10.196801
Ethiopia	ETH	3.504285	3.504285	3.504285	3.504285	3.504285	3.504285	3.504285	3.504285	3.504285	3.504285	3.504285	3.504285	3.504285	3.504285	3.504285	3.504285	3.504285	3.504285	3.504285	3.504285	3.504285	3.504285	3.504285	3.504285	3.504285	3.504285	3.504285	3.504285	3.504285	3.504285	3.504285	3.179318	3.649004	6.258358	6.383647	6.119409	5.793567	6.197744	8.28271	8.073086	11.735757	8.890726	7.296367	6.599548	7.96342	6.259276	6.863417	9.637343	7.726733	9.409363	10.921793	10.407876	11.423799	16.704568	16.073593	16.073593	16.073593	16.073593	16.073593	16.073593	16.073593	16.073593	16.073593	16.073593	16.073593
Gabon	GAB	8.026549	8.026549	8.026549	8.026549	8.026549	8.026549	8.026549	8.026549	8.026549	8.026549	8.026549	8.026549	8.026549	8.026549	8.026549	8.026549	8.026549	8.026549	8.026549	8.026549	8.026549	8.026549	8.026549	8.026549	8.026549	8.026549	8.026549	8.026549	8.026549	8.026549	8.026549	8.026549	8.727234	6.870265	7.294516	5.385013	5.385013	5.385013	5.385013	5.385013	5.385013	5.385013	5.385013	5.385013	5.385013	5.385013	5.385013	5.385013	5.385013	5.385013	5.385013	5.385013	5.385013	5.385013	5.385013	5.385013	5.385013	5.385013	5.385013	5.385013	5.385013	5.385013	5.385013	5.385013	5.385013
Ghana	GHA	12.922312	12.922312	12.922312	12.922312	12.922312	12.922312	12.922312	12.922312	12.922312	12.922312	12.922312	12.922312	12.922312	12.922312	12.922312	12.922312	12.922312	12.922312	12.922312	12.922312	12.922312	12.922312	12.922312	12.922312	12.922312	12.922312	12.922312	12.922312	12.922312	12.922312	12.922312	12.922312	12.922312	12.922312	1.768459	1.768459	1.768458	1.768458	1.768458	1.768458	1.768458	1.768458	1.768458	0.802478	0.667321	0.667035	0.666759	0.666645	0.66648	4.345062	4.345062	4.345062	4.345062	10.841042	10.841042	10.841042	10.841042	10.841042	10.841042	10.841042	10.841042	10.841042	10.841042	10.841042	10.841042
Guinea	GIN	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null
Gambia, The	GMB	9.629328	9.629328	9.629328	9.629328	9.629328	9.629328	9.629328	9.629328	9.629328	9.629328	9.629328	9.629328	9.629328	9.629328	9.629328	9.629328	9.629328	9.629328	9.629328	9.629328	9.629328	9.629328	9.629328	9.629328	9.629328	9.629328	9.629328	9.629328	9.629328	9.629328	9.629328	9.629328	9.629328	9.629328	9.629328	9.629328	0.78734	0.787339	0.787339	0.787339	0.787339	0.787339	0.787339	0.787339	3.898409	3.898409	3.898409	3.898409	3.898409	3.898409	3.898409	3.898409	3.898409	3.898409	3.898409	3.898409	3.898409	3.898409	3.898409	3.898409	3.898409	3.898409	3.898409	3.898409	3.898409
Guinea-Bissau	GNB	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null
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	18.954548	18.954548	18.954548	18.954548	18.954548	18.954548	18.954548	18.954548	18.954548	18.954548	18.954548	18.954548	18.954548	18.954548	18.954548	18.954548	18.954548	18.954548	18.954548	18.954548	18.954548	18.954548	18.954548	18.954548	18.954548	18.954548	18.954548	18.954548	18.954548	18.954548	18.954548	18.836919	18.836141	17.838196	18.57868	17.839965	13.333333	18.103744	17.786443	9.904006	9.50336	10.781898	10.544558	11.27439	11.784474	9.644882	9.358928	8.473932	7.930789	12.622981	10.788664	10.785451	13.052396	12.470663	13.37031	14.881645	14.805394	14.639181	14.595263	14.713661	15.490411	15.052686	15.052686	15.052686	15.052686
Liberia	LBR	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null
Libya	LBY	16.055846	16.055846	16.055846	16.055846	16.055846	16.055846	16.055846	16.055846	16.055846	16.055846	16.055846	16.055846	16.055846	16.055846	16.055846	16.055846	16.055846	16.055846	16.055846	16.055846	16.055846	16.055846	16.055846	16.055846	16.055846	16.055846	16.055846	16.055846	16.055846	16.055846	16.055846	16.055846	16.055846	16.055846	16.055846	16.055846	16.055846	16.055846	16.055846	16.055846	16.055846	16.055846	16.055846	16.055846	16.055846	16.055846	16.055846	16.055846	16.055846	16.055846	16.055846	16.055846	16.055846	16.055846	16.055846	16.055846	16.055846	16.055846	16.055846	16.055846	16.055846	16.055846	16.055846	16.055846	16.055846
Lesotho	LSO	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null
Morocco	MAR	21.769301	21.769301	21.769301	21.769301	21.769301	21.769301	21.769301	21.769301	21.769301	21.769301	21.769301	21.769301	21.769301	21.769301	21.769301	21.769301	21.769301	21.769301	21.769301	21.769301	21.769301	21.769301	21.769301	21.769301	21.769301	21.769301	21.769301	21.769301	21.769301	21.769301	21.769301	21.041968	22.473263	19.035368	23.012925	22.517162	23.584599	24.954153	22.926042	23.720764	19.512778	20.881429	21.265692	23.298156	22.79803	22.095313	21.673481	26.389327	28.731644	21.609698	28.069697	28.049901	6.740214	7.042625	7.873749	30.400013	32.657771	10.570622	25.392406	40.870393	11.972736	28.26957	28.26957	28.26957	28.26957
Madagascar	MDG	6.141075	6.141075	6.141075	6.141075	6.141075	6.141075	6.141075	6.141075	6.141075	6.141075	6.141075	6.141075	6.141075	6.141075	6.141075	6.141075	6.141075	6.141075	6.141075	6.141075	6.141075	6.141075	6.141075	6.141075	6.141075	6.141075	6.141075	6.141075	6.141075	6.141075	6.141075	6.141075	6.141075	6.141075	6.141075	6.141075	6.141075	6.141075	6.141075	6.412537	2.873923	2.873923	3.108143	2.704923	2.696656	2.613077	3.284725	3.284725	3.284725	3.284725	3.284725	3.284725	3.284725	1.348456	1.254432	1.169913	0.974209	1.256179	1.176826	0.999926	1.104894	1.04477	1.04477	1.04477	1.04477
Mali	MLI	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null
Mozambique	MOZ	11.126187	11.126187	11.126187	11.126187	11.126187	11.126187	11.126187	11.126187	11.126187	11.126187	11.126187	11.126187	11.126187	11.126187	11.126187	11.126187	11.126187	11.126187	11.126187	11.126187	11.126187	11.126187	11.126187	11.126187	11.126187	11.126187	11.126187	11.126187	11.126187	11.126187	11.126187	11.126187	11.126187	11.126188	11.126187	10.792564	10.982491	10.550223	10.887639	10.887639	10.887639	10.887639	10.887639	10.887639	10.887639	10.887639	10.887639	10.887639	10.887639	10.887639	10.887639	10.887639	10.887639	10.887639	10.887639	10.887639	10.887639	10.887639	10.887639	10.887639	10.887639	10.887639	10.887639	10.887639	10.887639
Mauritania	MRT	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null
Mauritius	MUS	9.060278	9.060278	9.060278	9.060278	9.060278	9.060278	9.060278	9.060278	9.060278	9.060278	9.060278	9.060278	9.060278	9.060278	9.060278	9.060278	9.060278	9.060278	9.060278	9.060278	9.060278	9.060278	9.060278	9.060278	9.060278	9.060278	9.060278	9.060278	9.060278	9.060278	9.060278	9.454064	6.993899	7.11408	7.478692	8.278653	7.568743	3.545421	3.497079	3.261262	2.995524	2.636394	2.673988	2.657545	3.401356	3.320131	2.675146	2.975662	3.167531	3.257053	2.673584	4.808685	4.256129	4.641638	4.974725	4.994814	5.235527	4.586782	4.511362	4.683562	4.058017	5.243147	5.243147	5.243147	5.243147
Malawi	MWI	19.003227	19.003227	19.003227	19.003227	19.003227	19.003227	19.003227	19.003227	19.003227	19.003227	19.003227	19.003227	19.003227	19.003227	19.003227	19.003227	19.003227	19.003227	19.003227	19.003227	19.003227	19.003227	19.003227	19.003227	19.003227	19.003227	19.003227	19.003227	19.003227	19.003227	19.003227	10.535519	10.655172	22.825781	28.213841	22.716501	23.427645	17.829804	20.091932	8.373564	9.438139	9.2369	8.080316	5.4181	4.506921	6.144534	11.164099	5.391581	11.406717	12.514415	11.344661	11.344661	11.344661	11.068028	3.936581	3.936581	3.936581	3.94339	3.015081	3.673249	3.673821	3.673821	3.673821	3.673821	3.673821
Namibia	NAM	7.367981	7.367981	7.367981	7.367981	7.367981	7.367981	7.367981	7.367981	7.367981	7.367981	7.367981	7.367981	7.367981	7.367981	7.367981	7.367981	7.367981	7.367981	7.367981	7.367981	7.367981	7.367981	7.367981	7.367981	7.367981	7.367981	7.367981	7.367981	7.367981	7.367981	7.367981	7.367981	7.367981	7.367981	7.367981	7.367981	7.367981	7.367981	7.367981	7.367981	7.367981	6.701583	6.701583	6.701583	6.701583	6.701583	6.701583	6.701583	7.869098	7.08091	7.45197	7.445339	7.883626	7.287554	7.34891	7.34891	4.751264	4.751264	4.476901	4.616076	5.587399	5.177168	5.341012	5.341012	5.341012
Niger	NER	10.153698	10.153698	10.153698	10.153698	10.153698	10.153698	10.153698	10.153698	10.153698	10.153698	10.153698	10.153698	10.153698	10.153698	10.153698	10.153698	10.153698	10.153698	10.153698	10.153698	10.153698	10.153698	10.153698	10.153698	10.153698	10.153698	10.153698	10.153698	10.153698	10.153698	10.153698	11.32707	11.229432	11.137944	11.756144	11.140382	13.394713	11.57709	11.511646	39.911073	50.52867	44.916373	24.771689	25.947861	24.77169	24.771689	24.771689	24.771689	24.77169	18.253731	18.253731	18.253731	18.253731	18.253731	18.253731	18.253731	18.253731	18.253731	18.253731	18.253731	18.253731	18.253731	18.253731	18.253731	18.253731
Nigeria	NGA	17.137725	17.137725	17.137725	17.137725	17.137725	17.137725	17.137725	17.137725	17.137725	17.137725	17.137725	17.137725	17.137725	17.137725	17.137725	17.137725	17.137725	17.137725	17.137725	17.137725	17.137725	17.137725	17.137725	17.137725	17.137725	17.137725	17.137725	17.137725	17.137725	17.137725	17.137725	17.137725	15.748293	14.160996	18.787305	34.186115	33.436261	33.436261	33.436261	33.436261	33.436261	33.436261	33.436261	33.436261	33.436261	33.436261	33.436261	33.436261	33.436261	33.436261	33.436261	33.436261	33.436261	33.436261	33.436261	33.436261	33.436261	33.436261	33.436261	33.436261	33.436261	33.436261	33.436261	33.436261	33.436261
Rwanda	RWA	6.658096	6.658096	6.658096	6.658096	6.658096	6.658096	6.658096	6.658096	6.658096	6.658096	6.658096	6.658096	6.658096	6.658096	6.658096	6.658096	6.658096	6.658096	6.658096	6.658096	6.658096	6.658096	6.658096	6.658096	6.658096	6.658096	6.658096	6.658096	6.658096	6.658096	6.658096	6.658096	6.658096	6.658096	6.658096	6.658096	6.658096	6.658096	6.658096	6.658096	6.524514	6.524514	6.524514	6.524514	6.524514	6.524514	6.524514	9.937888	9.937888	9.937888	9.937888	9.937888	9.937888	9.937888	9.937888	4.90391	5.289521	5.739925	6.374197	7.475651	6.878436	7.255332	7.204625	7.204625	7.204625
Sudan	SDN	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null
Senegal	SEN	13.909597	13.909597	13.909597	13.909597	13.909597	13.909597	13.909597	13.909597	13.909597	13.909597	13.909597	13.909597	13.909597	13.909597	13.909597	13.909597	13.909597	13.909597	13.909597	13.909597	13.909597	13.909597	13.909597	13.909597	13.909597	13.909597	13.909597	13.909597	13.909597	13.909597	13.909597	20.211833	20.547161	16.990206	25.807728	28.409806	32.236976	29.58929	30.195702	31.428847	25.036921	26.799417	29.707026	30.46335	11.509927	12.995621	18.18916	17.336877	19.308234	19.499266	18.355242	21.105338	20.391075	19.137054	14.656161	12.81825	25.637967	23.419068	26.778444	26.837147	26.837298	26.837298	26.810912	26.810912	26.810912
Sierra Leone	SLE	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null
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	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	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	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null
Eswatini	SWZ	1.681856	1.681856	1.681856	1.681856	1.681856	1.681856	1.681856	1.681856	1.681856	1.681856	1.681856	1.681856	1.681856	1.681856	1.681856	1.681856	1.681856	1.681856	1.681856	1.681856	1.681856	1.681856	1.681856	1.681856	1.681856	1.681856	1.681856	1.681856	1.681856	1.681856	1.681856	0.898488	0.876182	0.984246	0.918026	0.929324	0.952983	0.952983	0.952983	0.952983	0.952983	0.822301	0.822301	0.822301	1.630232	1.630232	1.630232	1.630232	1.630232	1.630232	1.630232	2.234491	2.234491	2.234491	2.234491	2.234491	2.234491	2.234491	2.234491	2.234491	2.234491	2.234491	2.234491	2.234491	2.234491
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	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null
Togo	TGO	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null
Tunisia	TUN	9.38862	9.38862	9.38862	9.38862	9.38862	9.38862	9.38862	9.38862	9.38862	9.38862	9.38862	9.38862	9.38862	9.38862	9.38862	9.38862	9.38862	9.38862	9.38862	9.38862	9.38862	9.38862	9.38862	9.38862	9.38862	9.38862	9.38862	9.38862	9.38862	9.38862	9.38862	11.091403	10.786858	12.128659	13.35523	16.727634	17.40691	18.126255	19.342826	19.511145	19.577051	20.294381	21.123657	9.670005	9.598054	9.829478	9.322963	26.098012	7.174522	7.041395	7.47102	24.247503	26.147766	25.921408	25.858141	25.052478	27.570216	27.570216	27.570216	27.570216	27.570216	27.570216	27.570216	27.570216	27.570216
Tanzania	TZA	17.548967	17.548967	17.548967	17.548967	17.548967	17.548967	17.548967	17.548967	17.548967	17.548967	17.548967	17.548967	17.548967	17.548967	17.548967	17.548967	17.548967	17.548967	17.548967	17.548967	17.548967	17.548967	17.548967	17.548967	17.548967	17.548967	17.548967	17.548967	17.548967	17.548967	17.548967	23.713883	19.333062	21.726543	21.881465	12.637596	12.638378	12.639625	12.620384	12.620072	20.206612	20.206612	19.319447	8.324593	4.89256	3.700036	1.376312	1.376408	11.141803	8.53963	11.963134	12.084594	11.431868	6.827828	6.746988	7.276903	6.716005	6.703585	6.703625	6.703594	6.61319	6.613197	6.63925	6.63925	6.63925
Uganda	UGA	14.279921	14.279921	14.279921	14.279921	14.279921	14.279921	14.279921	14.279921	14.279921	14.279921	14.279921	14.279921	14.279921	14.279921	14.279921	14.279921	14.279921	14.279921	14.279921	14.279921	14.279921	14.279921	14.279921	14.279921	14.279921	14.279921	14.279921	14.279921	14.279921	14.279921	14.279921	14.279921	14.279921	14.279921	12.736542	12.11121	13.712267	11.106942	10.621485	10.723811	11.067157	11.067157	11.067157	11.067157	11.067157	11.067157	11.067157	11.067157	11.067157	11.067157	11.067157	11.067157	11.067157	11.067157	11.067157	11.067157	11.067157	11.067157	11.067157	11.067157	11.067157	11.067157	11.067157	11.067157	11.067157
South Africa	ZAF	27.847932	27.847932	27.847932	27.847932	27.847932	27.847932	27.847932	27.847932	27.847932	27.847932	27.847932	27.847932	27.847932	27.847932	27.847932	27.847932	27.847932	27.847932	27.847932	27.847932	27.847932	27.847932	27.847932	27.847932	27.847932	27.847932	27.847932	27.847932	27.847932	27.847932	27.847932	30.104459	24.081068	28.749013	30.230049	31.7511	30.245466	30.437577	29.368574	22.780581	23.558203	24.71528	23.904845	23.478603	22.833881	23.124988	23.472653	22.102643	21.200858	22.714063	23.004237	24.428034	24.428034	24.428034	24.428034	24.428034	24.428034	24.428034	24.428034	24.428034	24.428034	24.428034	24.428034	24.428034	24.428034
Zambia	ZMB	15.771726	15.771726	15.771726	15.771726	15.771726	15.771726	15.771726	15.771726	15.771726	15.771726	15.771726	15.771726	15.771726	15.771726	15.771726	15.771726	15.771726	15.771726	15.771726	15.771726	15.771726	15.771726	15.771726	15.771726	15.771726	15.771726	15.771726	15.771726	15.771726	15.771726	15.771726	9.779929	9.779928	16.401943	21.082675	21.082675	21.082675	21.082675	21.082675	21.082675	21.082675	21.082675	21.082675	6.080843	6.080843	6.080843	6.080843	6.080843	6.080843	6.080843	6.080843	15.028295	14.766647	9.919359	9.666462	10.083004	9.725474	9.725474	9.725474	9.725474	9.725474	9.725474	9.725474	9.725474	9.725474
Zimbabwe	ZWE	9.90479	9.90479	9.90479	9.90479	9.90479	9.90479	9.90479	9.90479	9.90479	9.90479	9.90479	9.90479	9.90479	9.90479	9.90479	9.90479	9.90479	9.90479	9.90479	9.90479	9.90479	9.90479	9.90479	9.90479	9.90479	9.90479	9.90479	9.90479	9.90479	9.90479	9.90479	9.90479	9.90479	9.90479	9.90479	9.90479	9.90479	9.90479	9.90479	9.90479	9.90479	9.90479	9.90479	9.90479	9.90479	9.90479	9.90479	9.90479	9.90479	9.90479	24.654747	21.100016	19.676423	21.785261	23.191761	20.943587	25.748564	21.292972	9.492632	9.586613	9.586613	9.586613	9.586613	9.586613	9.586613

Africa Medium and High tech Manufacturing Value Added Percentage Manufacturing Value Added Dataset

Overview

This dataset contains medium and high-tech manufacturing value added (% manufacturing value added) data for African countries from the World Bank Economy & Growth indicators.

Data Details

Indicator Code: NV.MNF.TECH.ZS.UN
Description: Medium and high-tech manufacturing value added (% manufacturing value added)
Geographic Coverage: 54 African countries
Time Period: 1960-2024
Data Points: 2,210 observations
Coverage: 62.96% of possible country-year combinations

File Formats

Main Dataset (`Africa-Medium-and-High-tech-Manufacturing-Value-Added-Percentage-Manufacturing-Value-Added.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: 2,210
Possible Observations: 3,510
Coverage Rate: 62.96%

Countries with No Data

20 countries have no observations: Benin (BEN), Burkina Faso (BFA), Congo, Dem. Rep. (COD), Comoros (COM), Djibouti (DJI), Guinea (GIN), Guinea-Bissau (GNB), Equatorial Guinea (GNQ), Liberia (LBR), Lesotho (LSO), Mali (MLI), Mauritania (MRT), Sudan (SDN), Sierra Leone (SLE), Somalia (SOM), South Sudan (SSD), Sao Tome and Principe (STP), Seychelles (SYC), Chad (TCD), Togo (TGO)

Usage Examples

Python

import pandas as pd

# Load main dataset
df = pd.read_csv('Africa-Medium-and-High-tech-Manufacturing-Value-Added-Percentage-Manufacturing-Value-Added.csv', index_col=[0, 1])

R

# Load main dataset
df <- read.csv('Africa-Medium-and-High-tech-Manufacturing-Value-Added-Percentage-Manufacturing-Value-Added.csv', row.names=c(1,2))

Source

World Bank Open Data - Economy & Growth

Original File: API_NV.MNF.TECH.ZS.UN_DS2_en_excel_v2_559662.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.

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