Datasets:

electricsheepafrica
/

High-technology-exports-current-USD-africa

year int64 1.96k 2.02k	Algeria float64 2.22M 9.03M	Angola float64 43.6M 102M	Benin float64 570k 3.99M	Botswana float64 16.8M 53.8M	Burkina Faso float64 2.78M 34.8M	Burundi float64 22.5k 1.92M	Cabo Verde float64 0 156k	Cameroon float64 5.72M 27.5M	Central African Republic float64 1.39k 88.8M	Chad null	Comoros float64 19.7k 2.09M	Congo, Dem. Rep. float64 4.66M 63.2M	Congo, Rep. float64 27.1M 82.8M	Cote d'Ivoire float64 56.3M 241M	Djibouti float64 1.33M 88.7M	Egypt, Arab Rep. float64 56.1M 767M	Equatorial Guinea null	Eritrea null	Eswatini float64 699k 11.4M	Ethiopia float64 5.6M 44.1M	Gabon float64 29.6M 129M	Gambia, The float64 0 24.5k	Ghana float64 8.56M 96M	Guinea float64 800k 3.6M	Guinea-Bissau float64 18 18	Kenya float64 45.7M 136M	Lesotho float64 237k 3.06M	Liberia float64 3.04k 35M	Libya float64 1.13M 1.13M	Madagascar float64 3.06M 80.4M	Malawi float64 1.07M 22.8M	Mali float64 3.02M 11.1M	Mauritania float64 44 3.64M	Mauritius float64 355k 103M	Morocco float64 564M 1.72B	Mozambique float64 2.25M 105M	Namibia float64 169k 114M	Niger float64 1.84M 72.9M	Nigeria float64 7.39M 495M	Rwanda float64 1.1M 14.9M	Sao Tome and Principe float64 4.08k 1.33M	Senegal float64 7.56M 105M	Seychelles float64 711 35.3M	Sierra Leone float64 553 379k	Somalia null	South Africa float64 1.48B 2.86B	South Sudan null	Sudan float64 6.5k 1.53M	Tanzania float64 9.22M 186M	Togo float64 97.8k 3.2M	Tunisia float64 744M 1.2B	Uganda float64 3.64M 177M	Zambia float64 2.6M 183M	Zimbabwe float64 4.79M 59M
1,960	6,815,093	102,003,479	569,796	26,827,409	18,492,513	52,352	0	13,496,358	632,110	null	194,928	63,192,320	49,507,331	186,084,319	1,331,100	102,650,631	null	null	2,364,954	8,353,857	77,925,114	22,564	9,152,124	989,751	18	80,115,543	817,863	35,034,938	1,125,922	9,295,683	2,124,316	3,373,034	44	102,798,711	564,402,063	104,748,498	86,882,853	4,864,197	47,289,187	14,886,450	4,359	48,947,206	3,577,815	2,251	null	1,933,150,392	null	6,500	16,576,002	97,773	768,243,968	5,462,128	4,001,399	58,984,637
1,961	6,815,093	102,003,479	569,796	26,827,409	18,492,513	52,352	0	13,496,358	632,110	null	194,928	63,192,320	49,507,331	186,084,319	1,331,100	102,650,631	null	null	2,364,954	8,353,857	77,925,114	22,564	9,152,124	989,751	18	80,115,543	817,863	35,034,938	1,125,922	9,295,683	2,124,316	3,373,034	44	102,798,711	564,402,063	104,748,498	86,882,853	4,864,197	47,289,187	14,886,450	4,359	48,947,206	3,577,815	2,251	null	1,933,150,392	null	6,500	16,576,002	97,773	768,243,968	5,462,128	4,001,399	58,984,637
1,962	6,815,093	102,003,479	569,796	26,827,409	18,492,513	52,352	0	13,496,358	632,110	null	194,928	63,192,320	49,507,331	186,084,319	1,331,100	102,650,631	null	null	2,364,954	8,353,857	77,925,114	22,564	9,152,124	989,751	18	80,115,543	817,863	35,034,938	1,125,922	9,295,683	2,124,316	3,373,034	44	102,798,711	564,402,063	104,748,498	86,882,853	4,864,197	47,289,187	14,886,450	4,359	48,947,206	3,577,815	2,251	null	1,933,150,392	null	6,500	16,576,002	97,773	768,243,968	5,462,128	4,001,399	58,984,637
1,963	6,815,093	102,003,479	569,796	26,827,409	18,492,513	52,352	0	13,496,358	632,110	null	194,928	63,192,320	49,507,331	186,084,319	1,331,100	102,650,631	null	null	2,364,954	8,353,857	77,925,114	22,564	9,152,124	989,751	18	80,115,543	817,863	35,034,938	1,125,922	9,295,683	2,124,316	3,373,034	44	102,798,711	564,402,063	104,748,498	86,882,853	4,864,197	47,289,187	14,886,450	4,359	48,947,206	3,577,815	2,251	null	1,933,150,392	null	6,500	16,576,002	97,773	768,243,968	5,462,128	4,001,399	58,984,637
1,964	6,815,093	102,003,479	569,796	26,827,409	18,492,513	52,352	0	13,496,358	632,110	null	194,928	63,192,320	49,507,331	186,084,319	1,331,100	102,650,631	null	null	2,364,954	8,353,857	77,925,114	22,564	9,152,124	989,751	18	80,115,543	817,863	35,034,938	1,125,922	9,295,683	2,124,316	3,373,034	44	102,798,711	564,402,063	104,748,498	86,882,853	4,864,197	47,289,187	14,886,450	4,359	48,947,206	3,577,815	2,251	null	1,933,150,392	null	6,500	16,576,002	97,773	768,243,968	5,462,128	4,001,399	58,984,637
1,965	6,815,093	102,003,479	569,796	26,827,409	18,492,513	52,352	0	13,496,358	632,110	null	194,928	63,192,320	49,507,331	186,084,319	1,331,100	102,650,631	null	null	2,364,954	8,353,857	77,925,114	22,564	9,152,124	989,751	18	80,115,543	817,863	35,034,938	1,125,922	9,295,683	2,124,316	3,373,034	44	102,798,711	564,402,063	104,748,498	86,882,853	4,864,197	47,289,187	14,886,450	4,359	48,947,206	3,577,815	2,251	null	1,933,150,392	null	6,500	16,576,002	97,773	768,243,968	5,462,128	4,001,399	58,984,637
1,966	6,815,093	102,003,479	569,796	26,827,409	18,492,513	52,352	0	13,496,358	632,110	null	194,928	63,192,320	49,507,331	186,084,319	1,331,100	102,650,631	null	null	2,364,954	8,353,857	77,925,114	22,564	9,152,124	989,751	18	80,115,543	817,863	35,034,938	1,125,922	9,295,683	2,124,316	3,373,034	44	102,798,711	564,402,063	104,748,498	86,882,853	4,864,197	47,289,187	14,886,450	4,359	48,947,206	3,577,815	2,251	null	1,933,150,392	null	6,500	16,576,002	97,773	768,243,968	5,462,128	4,001,399	58,984,637
1,967	6,815,093	102,003,479	569,796	26,827,409	18,492,513	52,352	0	13,496,358	632,110	null	194,928	63,192,320	49,507,331	186,084,319	1,331,100	102,650,631	null	null	2,364,954	8,353,857	77,925,114	22,564	9,152,124	989,751	18	80,115,543	817,863	35,034,938	1,125,922	9,295,683	2,124,316	3,373,034	44	102,798,711	564,402,063	104,748,498	86,882,853	4,864,197	47,289,187	14,886,450	4,359	48,947,206	3,577,815	2,251	null	1,933,150,392	null	6,500	16,576,002	97,773	768,243,968	5,462,128	4,001,399	58,984,637
1,968	6,815,093	102,003,479	569,796	26,827,409	18,492,513	52,352	0	13,496,358	632,110	null	194,928	63,192,320	49,507,331	186,084,319	1,331,100	102,650,631	null	null	2,364,954	8,353,857	77,925,114	22,564	9,152,124	989,751	18	80,115,543	817,863	35,034,938	1,125,922	9,295,683	2,124,316	3,373,034	44	102,798,711	564,402,063	104,748,498	86,882,853	4,864,197	47,289,187	14,886,450	4,359	48,947,206	3,577,815	2,251	null	1,933,150,392	null	6,500	16,576,002	97,773	768,243,968	5,462,128	4,001,399	58,984,637
1,969	6,815,093	102,003,479	569,796	26,827,409	18,492,513	52,352	0	13,496,358	632,110	null	194,928	63,192,320	49,507,331	186,084,319	1,331,100	102,650,631	null	null	2,364,954	8,353,857	77,925,114	22,564	9,152,124	989,751	18	80,115,543	817,863	35,034,938	1,125,922	9,295,683	2,124,316	3,373,034	44	102,798,711	564,402,063	104,748,498	86,882,853	4,864,197	47,289,187	14,886,450	4,359	48,947,206	3,577,815	2,251	null	1,933,150,392	null	6,500	16,576,002	97,773	768,243,968	5,462,128	4,001,399	58,984,637
1,970	6,815,093	102,003,479	569,796	26,827,409	18,492,513	52,352	0	13,496,358	632,110	null	194,928	63,192,320	49,507,331	186,084,319	1,331,100	102,650,631	null	null	2,364,954	8,353,857	77,925,114	22,564	9,152,124	989,751	18	80,115,543	817,863	35,034,938	1,125,922	9,295,683	2,124,316	3,373,034	44	102,798,711	564,402,063	104,748,498	86,882,853	4,864,197	47,289,187	14,886,450	4,359	48,947,206	3,577,815	2,251	null	1,933,150,392	null	6,500	16,576,002	97,773	768,243,968	5,462,128	4,001,399	58,984,637
1,971	6,815,093	102,003,479	569,796	26,827,409	18,492,513	52,352	0	13,496,358	632,110	null	194,928	63,192,320	49,507,331	186,084,319	1,331,100	102,650,631	null	null	2,364,954	8,353,857	77,925,114	22,564	9,152,124	989,751	18	80,115,543	817,863	35,034,938	1,125,922	9,295,683	2,124,316	3,373,034	44	102,798,711	564,402,063	104,748,498	86,882,853	4,864,197	47,289,187	14,886,450	4,359	48,947,206	3,577,815	2,251	null	1,933,150,392	null	6,500	16,576,002	97,773	768,243,968	5,462,128	4,001,399	58,984,637
1,972	6,815,093	102,003,479	569,796	26,827,409	18,492,513	52,352	0	13,496,358	632,110	null	194,928	63,192,320	49,507,331	186,084,319	1,331,100	102,650,631	null	null	2,364,954	8,353,857	77,925,114	22,564	9,152,124	989,751	18	80,115,543	817,863	35,034,938	1,125,922	9,295,683	2,124,316	3,373,034	44	102,798,711	564,402,063	104,748,498	86,882,853	4,864,197	47,289,187	14,886,450	4,359	48,947,206	3,577,815	2,251	null	1,933,150,392	null	6,500	16,576,002	97,773	768,243,968	5,462,128	4,001,399	58,984,637
1,973	6,815,093	102,003,479	569,796	26,827,409	18,492,513	52,352	0	13,496,358	632,110	null	194,928	63,192,320	49,507,331	186,084,319	1,331,100	102,650,631	null	null	2,364,954	8,353,857	77,925,114	22,564	9,152,124	989,751	18	80,115,543	817,863	35,034,938	1,125,922	9,295,683	2,124,316	3,373,034	44	102,798,711	564,402,063	104,748,498	86,882,853	4,864,197	47,289,187	14,886,450	4,359	48,947,206	3,577,815	2,251	null	1,933,150,392	null	6,500	16,576,002	97,773	768,243,968	5,462,128	4,001,399	58,984,637
1,974	6,815,093	102,003,479	569,796	26,827,409	18,492,513	52,352	0	13,496,358	632,110	null	194,928	63,192,320	49,507,331	186,084,319	1,331,100	102,650,631	null	null	2,364,954	8,353,857	77,925,114	22,564	9,152,124	989,751	18	80,115,543	817,863	35,034,938	1,125,922	9,295,683	2,124,316	3,373,034	44	102,798,711	564,402,063	104,748,498	86,882,853	4,864,197	47,289,187	14,886,450	4,359	48,947,206	3,577,815	2,251	null	1,933,150,392	null	6,500	16,576,002	97,773	768,243,968	5,462,128	4,001,399	58,984,637
1,975	6,815,093	102,003,479	569,796	26,827,409	18,492,513	52,352	0	13,496,358	632,110	null	194,928	63,192,320	49,507,331	186,084,319	1,331,100	102,650,631	null	null	2,364,954	8,353,857	77,925,114	22,564	9,152,124	989,751	18	80,115,543	817,863	35,034,938	1,125,922	9,295,683	2,124,316	3,373,034	44	102,798,711	564,402,063	104,748,498	86,882,853	4,864,197	47,289,187	14,886,450	4,359	48,947,206	3,577,815	2,251	null	1,933,150,392	null	6,500	16,576,002	97,773	768,243,968	5,462,128	4,001,399	58,984,637
1,976	6,815,093	102,003,479	569,796	26,827,409	18,492,513	52,352	0	13,496,358	632,110	null	194,928	63,192,320	49,507,331	186,084,319	1,331,100	102,650,631	null	null	2,364,954	8,353,857	77,925,114	22,564	9,152,124	989,751	18	80,115,543	817,863	35,034,938	1,125,922	9,295,683	2,124,316	3,373,034	44	102,798,711	564,402,063	104,748,498	86,882,853	4,864,197	47,289,187	14,886,450	4,359	48,947,206	3,577,815	2,251	null	1,933,150,392	null	6,500	16,576,002	97,773	768,243,968	5,462,128	4,001,399	58,984,637
1,977	6,815,093	102,003,479	569,796	26,827,409	18,492,513	52,352	0	13,496,358	632,110	null	194,928	63,192,320	49,507,331	186,084,319	1,331,100	102,650,631	null	null	2,364,954	8,353,857	77,925,114	22,564	9,152,124	989,751	18	80,115,543	817,863	35,034,938	1,125,922	9,295,683	2,124,316	3,373,034	44	102,798,711	564,402,063	104,748,498	86,882,853	4,864,197	47,289,187	14,886,450	4,359	48,947,206	3,577,815	2,251	null	1,933,150,392	null	6,500	16,576,002	97,773	768,243,968	5,462,128	4,001,399	58,984,637
1,978	6,815,093	102,003,479	569,796	26,827,409	18,492,513	52,352	0	13,496,358	632,110	null	194,928	63,192,320	49,507,331	186,084,319	1,331,100	102,650,631	null	null	2,364,954	8,353,857	77,925,114	22,564	9,152,124	989,751	18	80,115,543	817,863	35,034,938	1,125,922	9,295,683	2,124,316	3,373,034	44	102,798,711	564,402,063	104,748,498	86,882,853	4,864,197	47,289,187	14,886,450	4,359	48,947,206	3,577,815	2,251	null	1,933,150,392	null	6,500	16,576,002	97,773	768,243,968	5,462,128	4,001,399	58,984,637
1,979	6,815,093	102,003,479	569,796	26,827,409	18,492,513	52,352	0	13,496,358	632,110	null	194,928	63,192,320	49,507,331	186,084,319	1,331,100	102,650,631	null	null	2,364,954	8,353,857	77,925,114	22,564	9,152,124	989,751	18	80,115,543	817,863	35,034,938	1,125,922	9,295,683	2,124,316	3,373,034	44	102,798,711	564,402,063	104,748,498	86,882,853	4,864,197	47,289,187	14,886,450	4,359	48,947,206	3,577,815	2,251	null	1,933,150,392	null	6,500	16,576,002	97,773	768,243,968	5,462,128	4,001,399	58,984,637
1,980	6,815,093	102,003,479	569,796	26,827,409	18,492,513	52,352	0	13,496,358	632,110	null	194,928	63,192,320	49,507,331	186,084,319	1,331,100	102,650,631	null	null	2,364,954	8,353,857	77,925,114	22,564	9,152,124	989,751	18	80,115,543	817,863	35,034,938	1,125,922	9,295,683	2,124,316	3,373,034	44	102,798,711	564,402,063	104,748,498	86,882,853	4,864,197	47,289,187	14,886,450	4,359	48,947,206	3,577,815	2,251	null	1,933,150,392	null	6,500	16,576,002	97,773	768,243,968	5,462,128	4,001,399	58,984,637
1,981	6,815,093	102,003,479	569,796	26,827,409	18,492,513	52,352	0	13,496,358	632,110	null	194,928	63,192,320	49,507,331	186,084,319	1,331,100	102,650,631	null	null	2,364,954	8,353,857	77,925,114	22,564	9,152,124	989,751	18	80,115,543	817,863	35,034,938	1,125,922	9,295,683	2,124,316	3,373,034	44	102,798,711	564,402,063	104,748,498	86,882,853	4,864,197	47,289,187	14,886,450	4,359	48,947,206	3,577,815	2,251	null	1,933,150,392	null	6,500	16,576,002	97,773	768,243,968	5,462,128	4,001,399	58,984,637
1,982	6,815,093	102,003,479	569,796	26,827,409	18,492,513	52,352	0	13,496,358	632,110	null	194,928	63,192,320	49,507,331	186,084,319	1,331,100	102,650,631	null	null	2,364,954	8,353,857	77,925,114	22,564	9,152,124	989,751	18	80,115,543	817,863	35,034,938	1,125,922	9,295,683	2,124,316	3,373,034	44	102,798,711	564,402,063	104,748,498	86,882,853	4,864,197	47,289,187	14,886,450	4,359	48,947,206	3,577,815	2,251	null	1,933,150,392	null	6,500	16,576,002	97,773	768,243,968	5,462,128	4,001,399	58,984,637
1,983	6,815,093	102,003,479	569,796	26,827,409	18,492,513	52,352	0	13,496,358	632,110	null	194,928	63,192,320	49,507,331	186,084,319	1,331,100	102,650,631	null	null	2,364,954	8,353,857	77,925,114	22,564	9,152,124	989,751	18	80,115,543	817,863	35,034,938	1,125,922	9,295,683	2,124,316	3,373,034	44	102,798,711	564,402,063	104,748,498	86,882,853	4,864,197	47,289,187	14,886,450	4,359	48,947,206	3,577,815	2,251	null	1,933,150,392	null	6,500	16,576,002	97,773	768,243,968	5,462,128	4,001,399	58,984,637
1,984	6,815,093	102,003,479	569,796	26,827,409	18,492,513	52,352	0	13,496,358	632,110	null	194,928	63,192,320	49,507,331	186,084,319	1,331,100	102,650,631	null	null	2,364,954	8,353,857	77,925,114	22,564	9,152,124	989,751	18	80,115,543	817,863	35,034,938	1,125,922	9,295,683	2,124,316	3,373,034	44	102,798,711	564,402,063	104,748,498	86,882,853	4,864,197	47,289,187	14,886,450	4,359	48,947,206	3,577,815	2,251	null	1,933,150,392	null	6,500	16,576,002	97,773	768,243,968	5,462,128	4,001,399	58,984,637
1,985	6,815,093	102,003,479	569,796	26,827,409	18,492,513	52,352	0	13,496,358	632,110	null	194,928	63,192,320	49,507,331	186,084,319	1,331,100	102,650,631	null	null	2,364,954	8,353,857	77,925,114	22,564	9,152,124	989,751	18	80,115,543	817,863	35,034,938	1,125,922	9,295,683	2,124,316	3,373,034	44	102,798,711	564,402,063	104,748,498	86,882,853	4,864,197	47,289,187	14,886,450	4,359	48,947,206	3,577,815	2,251	null	1,933,150,392	null	6,500	16,576,002	97,773	768,243,968	5,462,128	4,001,399	58,984,637
1,986	6,815,093	102,003,479	569,796	26,827,409	18,492,513	52,352	0	13,496,358	632,110	null	194,928	63,192,320	49,507,331	186,084,319	1,331,100	102,650,631	null	null	2,364,954	8,353,857	77,925,114	22,564	9,152,124	989,751	18	80,115,543	817,863	35,034,938	1,125,922	9,295,683	2,124,316	3,373,034	44	102,798,711	564,402,063	104,748,498	86,882,853	4,864,197	47,289,187	14,886,450	4,359	48,947,206	3,577,815	2,251	null	1,933,150,392	null	6,500	16,576,002	97,773	768,243,968	5,462,128	4,001,399	58,984,637
1,987	6,815,093	102,003,479	569,796	26,827,409	18,492,513	52,352	0	13,496,358	632,110	null	194,928	63,192,320	49,507,331	186,084,319	1,331,100	102,650,631	null	null	2,364,954	8,353,857	77,925,114	22,564	9,152,124	989,751	18	80,115,543	817,863	35,034,938	1,125,922	9,295,683	2,124,316	3,373,034	44	102,798,711	564,402,063	104,748,498	86,882,853	4,864,197	47,289,187	14,886,450	4,359	48,947,206	3,577,815	2,251	null	1,933,150,392	null	6,500	16,576,002	97,773	768,243,968	5,462,128	4,001,399	58,984,637
1,988	6,815,093	102,003,479	569,796	26,827,409	18,492,513	52,352	0	13,496,358	632,110	null	194,928	63,192,320	49,507,331	186,084,319	1,331,100	102,650,631	null	null	2,364,954	8,353,857	77,925,114	22,564	9,152,124	989,751	18	80,115,543	817,863	35,034,938	1,125,922	9,295,683	2,124,316	3,373,034	44	102,798,711	564,402,063	104,748,498	86,882,853	4,864,197	47,289,187	14,886,450	4,359	48,947,206	3,577,815	2,251	null	1,933,150,392	null	6,500	16,576,002	97,773	768,243,968	5,462,128	4,001,399	58,984,637
1,989	6,815,093	102,003,479	569,796	26,827,409	18,492,513	52,352	0	13,496,358	632,110	null	194,928	63,192,320	49,507,331	186,084,319	1,331,100	102,650,631	null	null	2,364,954	8,353,857	77,925,114	22,564	9,152,124	989,751	18	80,115,543	817,863	35,034,938	1,125,922	9,295,683	2,124,316	3,373,034	44	102,798,711	564,402,063	104,748,498	86,882,853	4,864,197	47,289,187	14,886,450	4,359	48,947,206	3,577,815	2,251	null	1,933,150,392	null	6,500	16,576,002	97,773	768,243,968	5,462,128	4,001,399	58,984,637
1,990	6,815,093	102,003,479	569,796	26,827,409	18,492,513	52,352	0	13,496,358	632,110	null	194,928	63,192,320	49,507,331	186,084,319	1,331,100	102,650,631	null	null	2,364,954	8,353,857	77,925,114	22,564	9,152,124	989,751	18	80,115,543	817,863	35,034,938	1,125,922	9,295,683	2,124,316	3,373,034	44	102,798,711	564,402,063	104,748,498	86,882,853	4,864,197	47,289,187	14,886,450	4,359	48,947,206	3,577,815	2,251	null	1,933,150,392	null	6,500	16,576,002	97,773	768,243,968	5,462,128	4,001,399	58,984,637
1,991	6,815,093	102,003,479	569,796	26,827,409	18,492,513	52,352	0	13,496,358	632,110	null	194,928	63,192,320	49,507,331	186,084,319	1,331,100	102,650,631	null	null	2,364,954	8,353,857	77,925,114	22,564	9,152,124	989,751	18	80,115,543	817,863	35,034,938	1,125,922	9,295,683	2,124,316	3,373,034	44	102,798,711	564,402,063	104,748,498	86,882,853	4,864,197	47,289,187	14,886,450	4,359	48,947,206	3,577,815	2,251	null	1,933,150,392	null	6,500	16,576,002	97,773	768,243,968	5,462,128	4,001,399	58,984,637
1,992	6,815,093	102,003,479	569,796	26,827,409	18,492,513	52,352	0	13,496,358	632,110	null	194,928	63,192,320	49,507,331	186,084,319	1,331,100	102,650,631	null	null	2,364,954	8,353,857	77,925,114	22,564	9,152,124	989,751	18	80,115,543	817,863	35,034,938	1,125,922	9,295,683	2,124,316	3,373,034	44	102,798,711	564,402,063	104,748,498	86,882,853	4,864,197	47,289,187	14,886,450	4,359	48,947,206	3,577,815	2,251	null	1,933,150,392	null	6,500	16,576,002	97,773	768,243,968	5,462,128	4,001,399	58,984,637
1,993	6,815,093	102,003,479	569,796	26,827,409	18,492,513	52,352	0	13,496,358	632,110	null	194,928	63,192,320	49,507,331	186,084,319	1,331,100	102,650,631	null	null	2,364,954	8,353,857	77,925,114	22,564	9,152,124	989,751	18	80,115,543	817,863	35,034,938	1,125,922	9,295,683	2,124,316	3,373,034	44	102,798,711	564,402,063	104,748,498	86,882,853	4,864,197	47,289,187	14,886,450	4,359	48,947,206	3,577,815	2,251	null	1,933,150,392	null	6,500	16,576,002	97,773	768,243,968	5,462,128	4,001,399	58,984,637
1,994	6,815,093	102,003,479	569,796	26,827,409	18,492,513	52,352	0	13,496,358	632,110	null	194,928	63,192,320	49,507,331	186,084,319	1,331,100	102,650,631	null	null	2,364,954	8,353,857	77,925,114	22,564	9,152,124	989,751	18	80,115,543	817,863	35,034,938	1,125,922	9,295,683	2,124,316	3,373,034	44	102,798,711	564,402,063	104,748,498	86,882,853	4,864,197	47,289,187	14,886,450	4,359	48,947,206	3,577,815	2,251	null	1,933,150,392	null	6,500	16,576,002	97,773	768,243,968	5,462,128	4,001,399	58,984,637
1,995	6,815,093	102,003,479	569,796	26,827,409	18,492,513	52,352	0	13,496,358	632,110	null	194,928	63,192,320	49,507,331	186,084,319	1,331,100	102,650,631	null	null	2,364,954	8,353,857	77,925,114	22,564	9,152,124	989,751	18	80,115,543	817,863	35,034,938	1,125,922	9,295,683	2,124,316	3,373,034	44	102,798,711	564,402,063	104,748,498	86,882,853	4,864,197	47,289,187	14,886,450	4,359	48,947,206	3,577,815	2,251	null	1,933,150,392	null	6,500	16,576,002	97,773	768,243,968	5,462,128	4,001,399	58,984,637
1,996	6,815,093	102,003,479	569,796	26,827,409	18,492,513	52,352	0	13,496,358	632,110	null	194,928	63,192,320	49,507,331	186,084,319	1,331,100	102,650,631	null	null	2,364,954	8,353,857	77,925,114	22,564	9,152,124	989,751	18	80,115,543	817,863	35,034,938	1,125,922	9,295,683	2,124,316	3,373,034	44	102,798,711	564,402,063	104,748,498	86,882,853	4,864,197	47,289,187	14,886,450	4,359	48,947,206	3,577,815	2,251	null	1,933,150,392	null	6,500	16,576,002	97,773	768,243,968	5,462,128	4,001,399	58,984,637
1,997	6,815,093	102,003,479	569,796	26,827,409	18,492,513	52,352	0	13,496,358	632,110	null	194,928	63,192,320	49,507,331	186,084,319	1,331,100	102,650,631	null	null	2,364,954	8,353,857	77,925,114	22,564	9,152,124	989,751	18	80,115,543	817,863	35,034,938	1,125,922	9,295,683	2,124,316	3,373,034	44	102,798,711	564,402,063	104,748,498	86,882,853	4,864,197	47,289,187	14,886,450	4,359	48,947,206	3,577,815	2,251	null	1,933,150,392	null	6,500	16,576,002	97,773	768,243,968	5,462,128	4,001,399	58,984,637
1,998	6,815,093	102,003,479	569,796	26,827,409	18,492,513	52,352	0	13,496,358	632,110	null	194,928	63,192,320	49,507,331	186,084,319	1,331,100	102,650,631	null	null	2,364,954	8,353,857	77,925,114	22,564	9,152,124	989,751	18	80,115,543	817,863	35,034,938	1,125,922	9,295,683	2,124,316	3,373,034	44	102,798,711	564,402,063	104,748,498	86,882,853	4,864,197	47,289,187	14,886,450	4,359	48,947,206	3,577,815	2,251	null	1,933,150,392	null	6,500	16,576,002	97,773	768,243,968	5,462,128	4,001,399	58,984,637
1,999	6,815,093	102,003,479	569,796	26,827,409	18,492,513	52,352	0	13,496,358	632,110	null	194,928	63,192,320	49,507,331	186,084,319	1,331,100	102,650,631	null	null	2,364,954	8,353,857	77,925,114	22,564	9,152,124	989,751	18	80,115,543	817,863	35,034,938	1,125,922	9,295,683	2,124,316	3,373,034	44	102,798,711	564,402,063	104,748,498	86,882,853	4,864,197	47,289,187	14,886,450	4,359	48,947,206	3,577,815	2,251	null	1,933,150,392	null	6,500	16,576,002	97,773	768,243,968	5,462,128	4,001,399	58,984,637
2,000	6,815,093	102,003,479	569,796	26,827,409	18,492,513	52,352	0	13,496,358	632,110	null	194,928	63,192,320	49,507,331	186,084,319	1,331,100	102,650,631	null	null	2,364,954	8,353,857	77,925,114	22,564	9,152,124	989,751	18	80,115,543	817,863	35,034,938	1,125,922	9,295,683	2,124,316	3,373,034	44	102,798,711	564,402,063	104,748,498	86,882,853	4,864,197	47,289,187	14,886,450	4,359	48,947,206	3,577,815	2,251	null	1,933,150,392	null	6,500	16,576,002	97,773	768,243,968	5,462,128	4,001,399	58,984,637
2,001	6,815,093	102,003,479	569,796	26,827,409	18,492,513	52,352	0	13,496,358	632,110	null	194,928	63,192,320	49,507,331	186,084,319	1,331,100	102,650,631	null	null	2,364,954	8,353,857	77,925,114	22,564	9,152,124	989,751	18	80,115,543	817,863	35,034,938	1,125,922	9,295,683	2,124,316	3,373,034	44	102,798,711	564,402,063	104,748,498	86,882,853	4,864,197	47,289,187	14,886,450	4,359	48,947,206	3,577,815	2,251	null	1,933,150,392	null	6,500	16,576,002	97,773	768,243,968	5,462,128	4,001,399	58,984,637
2,002	6,815,093	102,003,479	569,796	26,827,409	18,492,513	52,352	0	13,496,358	632,110	null	194,928	63,192,320	49,507,331	186,084,319	1,331,100	102,650,631	null	null	2,364,954	8,353,857	77,925,114	22,564	9,152,124	989,751	18	80,115,543	817,863	35,034,938	1,125,922	9,295,683	2,124,316	3,373,034	44	102,798,711	564,402,063	104,748,498	86,882,853	4,864,197	47,289,187	14,886,450	4,359	48,947,206	3,577,815	2,251	null	1,933,150,392	null	6,500	16,576,002	97,773	768,243,968	5,462,128	4,001,399	58,984,637
2,003	6,815,093	102,003,479	569,796	26,827,409	18,492,513	52,352	0	13,496,358	632,110	null	194,928	63,192,320	49,507,331	186,084,319	1,331,100	102,650,631	null	null	2,364,954	8,353,857	77,925,114	22,564	9,152,124	989,751	18	80,115,543	817,863	35,034,938	1,125,922	9,295,683	2,124,316	3,373,034	44	102,798,711	564,402,063	104,748,498	86,882,853	4,864,197	47,289,187	14,886,450	4,359	48,947,206	3,577,815	2,251	null	1,933,150,392	null	6,500	16,576,002	97,773	768,243,968	5,462,128	4,001,399	58,984,637
2,004	6,815,093	102,003,479	569,796	26,827,409	18,492,513	52,352	0	13,496,358	632,110	null	194,928	63,192,320	49,507,331	186,084,319	1,331,100	102,650,631	null	null	2,364,954	8,353,857	77,925,114	22,564	9,152,124	989,751	18	80,115,543	817,863	35,034,938	1,125,922	9,295,683	2,124,316	3,373,034	44	102,798,711	564,402,063	104,748,498	86,882,853	4,864,197	47,289,187	14,886,450	4,359	48,947,206	3,577,815	2,251	null	1,933,150,392	null	6,500	16,576,002	97,773	768,243,968	5,462,128	4,001,399	58,984,637
2,005	6,815,093	102,003,479	569,796	26,827,409	18,492,513	52,352	0	13,496,358	632,110	null	194,928	63,192,320	49,507,331	186,084,319	1,331,100	102,650,631	null	null	2,364,954	8,353,857	77,925,114	22,564	9,152,124	989,751	18	80,115,543	817,863	35,034,938	1,125,922	9,295,683	2,124,316	3,373,034	44	102,798,711	564,402,063	104,748,498	86,882,853	4,864,197	47,289,187	14,886,450	4,359	48,947,206	3,577,815	2,251	null	1,933,150,392	null	6,500	16,576,002	97,773	768,243,968	5,462,128	4,001,399	58,984,637
2,006	6,815,093	102,003,479	569,796	26,827,409	18,492,513	52,352	0	13,496,358	632,110	null	194,928	63,192,320	49,507,331	186,084,319	1,331,100	102,650,631	null	null	2,364,954	8,353,857	77,925,114	22,564	9,152,124	989,751	18	80,115,543	817,863	35,034,938	1,125,922	9,295,683	2,124,316	3,373,034	44	102,798,711	564,402,063	104,748,498	86,882,853	4,864,197	47,289,187	14,886,450	4,359	48,947,206	3,577,815	2,251	null	1,933,150,392	null	6,500	16,576,002	97,773	768,243,968	5,462,128	4,001,399	58,984,637
2,007	6,815,093	102,003,479	569,796	26,827,409	18,492,513	52,352	0	13,496,358	632,110	null	194,928	63,192,320	49,507,331	186,084,319	1,331,100	102,650,631	null	null	2,364,954	8,353,857	77,925,114	22,564	9,152,124	989,751	18	80,115,543	817,863	35,034,938	1,125,922	9,295,683	2,124,316	3,373,034	44	102,798,711	564,402,063	104,748,498	86,882,853	4,864,197	47,289,187	14,886,450	4,359	48,947,206	3,577,815	2,251	null	1,933,150,392	null	6,500	16,576,002	97,773	768,243,968	5,462,128	4,001,399	58,984,637
2,008	8,596,814	102,003,479	569,796	26,827,409	18,492,513	52,352	0	13,496,358	632,110	null	194,928	63,192,320	49,507,331	186,084,319	1,331,100	102,650,631	null	null	2,364,954	8,353,857	77,925,114	22,564	9,152,124	989,751	18	80,115,543	817,863	35,034,938	1,125,922	80,367,513	2,124,316	3,373,034	44	102,798,711	564,402,063	104,748,498	24,463,166	4,864,197	47,289,187	14,886,450	4,359	48,947,206	3,577,815	2,251	null	2,089,264,358	null	6,500	16,576,002	97,773	768,243,968	5,462,128	4,001,399	58,984,637
2,009	4,615,916	102,003,479	569,796	26,827,409	18,492,513	52,352	0	13,496,358	632,110	null	194,928	63,192,320	49,507,331	197,108,462	1,331,100	86,522,520	null	null	2,067,521	6,989,321	77,925,114	22,564	9,152,124	989,751	18	98,510,554	817,863	35,034,938	1,125,922	11,497,504	3,765,879	3,288,608	44	22,748,807	564,402,063	104,748,498	44,986,748	4,864,197	47,289,187	14,886,450	4,359	105,118,316	3,577,815	2,251	null	1,483,141,300	null	6,500	19,092,797	255,620	744,466,250	3,640,910	4,979,110	7,586,439
2,010	5,377,821	102,003,479	569,796	26,827,409	11,301,002	52,352	0	13,496,358	632,110	null	194,928	63,192,320	49,507,331	70,492,080	5,569,426.75	104,581,856	null	null	2,320,779	9,180,690	77,925,114	22,564	9,152,124	989,751	18	117,847,746	817,863	35,034,938	1,125,922	18,882,374	1,802,093	3,204,182	44	6,212,760	564,402,063	104,748,498	50,571,766	4,573,268	63,081,914	1,238,517	4,359	14,627,178	3,577,815	2,251	null	2,498,966,663	null	6,500	28,334,815	164,313	999,336,267	6,764,101	2,600,041	9,504,795
2,011	3,565,017	102,003,479	569,796	26,827,409	8,259,133	52,352	62,511	13,496,358	1,394	null	194,928	63,192,320	49,507,331	176,346,416	9,807,753.5	133,427,058	null	null	1,367,686	5,740,332	29,617,393	22,564	23,837,344	989,751	18	104,591,991.666667	817,863	35,034,938	1,125,922	65,670,723	22,804,360	7,320,665	44	9,788,104	564,402,063	104,748,498	48,214,196	3,285,632	40,538,812	3,358,273	4,359	9,078,755	3,577,815	2,251	null	2,745,990,089	null	6,500	43,178,785	855,900	1,085,024,422	153,400,859	11,889,970	8,976,852
2,012	2,215,525	102,003,479	569,796	26,827,409	10,978,416	52,352	0	13,496,358	134,458	null	194,928	63,192,320	49,507,331	96,850,645	14,046,080.25	78,780,667	null	null	698,635	8,250,875	129,190,911	12,713	74,464,827	989,751	18	91,336,237.333333	817,863	35,034,938	1,125,922	6,916,909	1,663,907	3,974,159	44	10,637,134	564,402,063	104,748,498	108,461,161	4,737,341	77,755,370	1,097,405	101,787	8,594,912	3,577,815	2,251	null	2,861,275,747	null	6,500	99,499,785	681,561	854,246,053	177,482,058	46,122,333	20,208,296
2,013	3,260,377	102,003,479	569,796	26,827,409	14,208,169	52,352	165.5	13,496,358	10,012	null	194,928	63,192,320	49,507,331	165,475,569	18,284,407	72,676,207	null	null	1,162,950	5,597,838	38,531,502	24,497	62,205,333	989,751	18	78,080,483	817,863	35,034,938	1,125,922	46,778,145	10,906,009	5,507,066.25	44	6,397,088	564,402,063	82,425,059	72,391,902	53,489,209	91,782,074	2,392,667	117,701	11,616,694	3,577,815	2,251	null	2,615,633,129	null	1,401,074	50,138,761	938,952	801,060,250	9,213,750	16,747,925	18,935,955
2,014	4,033,112	102,003,479	3,987,990	19,204,185	13,835,438	392,605	331	27,500,532	2,050,660	null	194,928	63,192,320	49,507,331	241,143,808	22,522,733.75	168,393,198	null	null	1,063,575	24,230,914	89,390,082	0	96,040,603	3,601,290	18	79,645,993.5	817,863	35,034,938	1,125,922	11,096,042	9,986,124	7,039,973.5	44	354,999	564,402,063	44,098,229	114,166,739	72,921,911	140,225,736	6,763,641	4,081	14,570,001	2,061,796	2,251	null	2,807,326,935	null	1,230,308	28,115,055	531,884	871,478,331	11,575,196	18,101,351	12,120,906
2,015	2,549,728	102,003,479	1,171,209	37,935,089	5,765,833	762,345	251.25	14,038,025	4,091,308	null	135,535	63,192,320	53,856,827	187,852,042	26,761,060.5	89,778,932	null	null	2,771,688	15,626,489	61,949,326	738	89,431,412	2,455,734	18	81,211,504	817,863	35,034,938	1,125,922	12,823,723	1,895,328	8,572,880.75	44	1,289,226	564,402,063	31,400,311	6,257,803	11,881,005	495,095,302	8,666,022	222,420	28,135,985	1,372,918	553	null	2,810,596,503	null	1,014,184	9,429,192	3,127,071	838,436,577	9,706,303	29,388,136	11,810,010
2,016	4,844,795	101,168,422	577,999	29,033,590	6,875,574	600,998	171.5	11,759,707	6,613,251	null	19,666	5,559,878	71,754,303	126,579,773	30,999,387.25	56,095,790	null	null	2,250,765	10,506,299	94,533,513	0	21,058,841	799,556	18	136,067,548	3,060,332	35,034,938	1,125,922	10,870,921	2,983,847	10,105,788	44	1,053,133	602,597,980	12,215,239	24,272,101	4,109,929	7,388,348	5,547,310	739,677	23,026,460	1,062,096	1,150	null	2,398,089,362	null	1,526,016	17,985,730	289,271	871,067,168	8,458,426	182,881,125	13,725,165
2,017	9,028,313	90,114,520	3,522,293	53,818,634	5,350,847	224,837	91.75	15,101,442	35,462,286	null	2,087,641	9,340,030	82,791,344	137,431,681	35,237,714	73,845,752	null	null	3,620,940	7,937,400	51,877,570	2,090	41,175,497	799,556	18	48,618,065	1,008,052	35,034,938	1,125,922	9,810,822	1,072,475	3,017,420	1,162.333333	28,412,077	691,266,526	32,332,952	2,162,374	17,744,305	18,315,636	3,552,188	386,566	18,853,043	35,294,430	1,349	null	2,198,581,396	null	549,176	16,954,704	3,202,737	850,828,851	8,123,723	36,185,168	11,180,300
2,018	9,028,313	62,390,526	1,403,781	39,468,568	6,498,091	1,919,722	12	16,426,545	8,173,212	null	28,546	26,163,468	40,604,431	78,786,305	39,476,040.75	124,115,195	null	null	11,447,254	9,903,649	98,516,906	6,065	50,025,593	799,556	18	54,893,824	434,789	9,816,795	1,125,922	8,235,322	1,170,462	10,404,137	2,280.666667	31,292,625	836,699,067	27,233,066	2,888,325	5,845,178	41,645,089	3,510,626	1,332,857	28,155,690	5,531,342	379,079	null	2,091,970,957	null	869,554	186,259,360	337,247	828,929,551	19,620,087	25,103,534	9,709,358
2,019	9,028,313	79,264,147	700,714	18,663,246	34,843,264	44,806	155,282	12,928,297	88,772,322	null	831,114	32,092,118	29,719,757	141,805,000	43,714,367.5	323,587,661	null	null	3,567,569	44,073,888	64,376,117	402	9,976,531	799,556	18	82,489,558	1,323,583	1,141,739	1,125,922	7,250,779	4,011,025	11,053,681	3,399	24,299,494	1,017,946,687	4,329,718	169,247	1,838,136	85,424,677	6,910,595	191,951	9,427,038	1,946,698	379,079	null	1,833,309,591	null	869,554	9,216,395	198,643	840,506,111	15,782,091	21,464,462	27,782,789
2,020	9,028,313	46,120,730	1,410,633	16,838,415	4,097,239	22,492	62,460	6,620,517	106,849	null	38,577	17,461,774	37,906,534	56,250,897	47,952,694.25	347,931,933	null	null	3,747,606	43,204,864	59,109,890	1,274	9,268,087.5	799,556	18	85,930,692	237,290	3,035	1,125,922	3,274,143	1,317,730	11,053,681	1,190,218	20,091,030	850,002,482	2,250,366	181,587	8,771,623	190,326,678	5,221,136	139,614	7,556,051	1,315,183	379,079	null	1,835,319,303	null	869,554	18,387,069	915,082	832,607,036	11,773,219	10,714,229	8,275,259
2,021	9,028,313	43,596,708	1,211,677	23,428,722	3,595,403	52,895	134,350	5,718,462	878,109	null	28,418	4,658,514	38,829,158	56,851,004	52,191,021	645,859,214	null	null	4,198,951	24,782,074	40,017,534	20	8,559,644	799,556	18	57,056,299	535,475	961,787	1,125,922	3,063,735	4,625,003	11,053,681	1,380,718	2,679,317	1,132,107,354	8,017,648	639,994	12,797,212	195,947,207	9,522,923	78,068	26,333,300	784,869	379,079	null	2,418,464,070	null	869,554	14,675,348	1,274,941	959,678,980	17,816,471	10,218,867	4,788,223
2,022	9,028,313	77,204,455	1,478,628	38,953,785	2,782,855	279,944	155,610	5,718,462	16,373,796	null	28,418	17,597,529	27,110,079	58,387,740	75,036,421	766,542,713	null	null	3,985,543	9,017,811	78,992,997	24,121	20,927,708	799,556	18	45,746,966	666,218	859,787	1,125,922	3,306,828	2,422,189	11,053,681	1,093,142	16,986,363	1,392,530,221	18,227,789	764,250	5,924,134	76,668,152	6,797,226	15,026	37,258,335	8,462,099	379,079	null	2,494,861,682	null	869,554	17,578,118	1,239,758	1,041,437,024	23,040,470	8,748,554	7,822,102
2,023	9,028,313	89,918,197	1,700,350	25,600,565	8,323,768	279,944	73,876	5,718,462	221,989	null	28,418	9,864,324	27,110,079	110,019,023	88,653,670	697,613,295	null	null	3,576,837	9,855,262	40,040,970	14,930	20,813,123	799,556	18	60,148,845	480,654	97,955	1,125,922	3,982,231	4,133,308	11,053,681	3,637,891	6,408,555	1,723,700,823	16,632,000	845,964	2,603,432	65,160,240	6,797,226	70,979	22,544,982	711	379,079	null	2,215,402,355	null	869,554	43,110,701	2,229,077	1,198,528,314	16,912,260	14,668,136	10,554,661
2,024	9,028,313	89,918,197	1,700,350	25,600,565	8,323,768	279,944	73,876	5,718,462	221,989	null	28,418	9,864,324	27,110,079	110,019,023	88,653,670	697,613,295	null	null	3,576,837	9,855,262	40,040,970	14,930	20,813,123	799,556	18	60,148,845	480,654	97,955	1,125,922	3,982,231	4,133,308	11,053,681	3,637,891	6,408,555	1,723,700,823	16,632,000	845,964	2,603,432	65,160,240	6,797,226	70,979	22,544,982	711	379,079	null	2,453,906,343	null	869,554	43,110,701	2,229,077	1,198,528,314	16,912,260	14,668,136	10,554,661

Africa: High-technology exports (current US$)

Dataset summary

This dataset provides values for "High-technology exports (current US$)" across African countries, standardized and made ML-ready.
Geographic scope: 54 African countries.
Temporal coverage: 1960–2024 (annual).
Units: As defined by the World Bank indicator.

Source & licensing

Source: World Bank – World Development Indicators (WDI), Indicator code: TX.VAL.TECH.CD.
License: World Bank Open Data terms. Users are responsible for compliance with the World Bank Data Terms of Use.

Intended uses

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

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

Processing summary

Missing values in the pivot were handled via:

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

Coverage and data quality notes

Earliest non-missing observation (across all countries): 2007.
Countries with no observations (all NaN in pivot):
- Chad, Equatorial Guinea, Eritrea, Somalia, South Sudan.

Downloads last month: 8

Number of rows:

Total file size:

36.8 kB