Mali R&D personnel was at level of 29.32 per million people in 2021, down from 56.61 per million people in 2019, this is a change of 48.22%.
The description is composed by our digital data assistant.| Number of Technicians | 23.78 per million people in 2017 | WB |
| Tunisia | 1,584.24 per million people in 2021 | WB |
| Morocco | 1,080.71 per million people in 2016 | WB |
| Algeria | 832.42 per million people in 2017 | WB |
| Mauritius | 556.93 per million people in 2021 | WB |
| Botswana | 173.95 per million people in 2013 | WB |
| Burkina Faso | 46.75 per million people in 2010 | WB |
| Togo | 44.87 per million people in 2021 | WB |
| Burundi | 23.2 per million people in 2018 | WB |
| Angola | 18.95 per million people in 2016 | WB |
| R&D Expenditure | 0.17 % in 2021 | WB |
| Scientific and Technical Journal Articles | 98.9 Number in 2020 | WB |
| Trademark Applications | 36 Number in 2010 | WB |
| Number of Technicians | 23.78 per million people in 2017 | WB |
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