| Research and Development |
| R&D personnel | 23.78 per million people in 2017 | WB |
| Africa R&D personnel (per million people) |
| Kenya | 627.73 in 2010 | WB |
| Seychelles | 597.87 in 2005 | WB |
| Egypt | 369.56 in 2018 | WB |
| Mauritius | 130.27 in 2018 | WB |
| South Africa | 129.51 in 2017 | WB |
| Botswana | 125.09 in 2013 | WB |
| Gambia | 88.81 in 2018 | WB |
| Namibia | 66.11 in 2014 | WB |
| Zambia | 64.52 in 2008 | WB |
| Tunisia | 61.74 in 2018 | WB |
| Malawi | 60.01 in 2010 | WB |
| Algeria | 41.86 in 2017 | WB |
| Cabo Verde | 40.52 in 2014 | WB |
| Morocco | 40.25 in 2016 | WB |
| Burkina Faso | 37.13 in 2010 | WB |
| Senegal | 36.9 in 2015 | WB |
| Eswatini | 36.05 in 2015 | WB |
| Congo | 35.49 in 2000 | WB |
| Ethiopia | 33.26 in 2017 | WB |
| Ghana | 28.65 in 2015 | WB |
| Mozambique | 26.74 in 2015 | WB |
| Mali | 23.78 in 2017 | WB |
| Madagascar | 12.6 in 2018 | WB |
| Nigeria | 12.58 in 2007 | WB |
| Uganda | 10.79 in 2014 | WB |
| Zimbabwe | 10.74 in 2012 | WB |
| Niger | 8.51 in 2013 | WB |
| Chad | 8.31 in 2016 | WB |
| Lesotho | 6.95 in 2015 | WB |
| Democratic Republic of the Congo | 6.67 in 2015 | WB |
| Burundi | 6.59 in 2018 | WB |
| United Republic of Tanzania | 6.2 in 2013 | WB |
| Rwanda | 5.71 in 2016 | WB |
| Angola | 5.2 in 2016 | WB |
| Togo | 3.62 in 2018 | WB |
| Research and Development R&D personnel |
| Number of Technicians R&D personnel | 23.78 per million people in 2017 | WB |
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