Data & Infrastructure Overview
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Data & Infrastructure Map Analysis
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Data & Infrastructure Rankings
Rank | Country | Score | |
---|---|---|---|
1 | Tunisia | 30.75 | |
2 | South Africa | 30.65 | |
3 | Kenya | 29.45 | |
4 | Egypt | 27.75 | |
5 | Ghana | 27.65 | |
6 | Mauritius | 27.00 | |
7 | Morocco | 26.10 | |
8 | Seychelles | 26.10 | |
9 | Botswana | 25.95 | |
10 | Côte d'Ivoire | 25.20 | |
11 | Rwanda | 25.10 | |
12 | Uganda | 24.60 | |
13 | Cabo Verde | 23.40 | |
14 | Senegal | 22.50 | |
15 | Nigeria | 22.15 | |
16 | Cameroon | 21.95 | |
17 | Algeria | 21.70 | |
18 | Benin | 20.75 | |
19 | Eswatini | 20.50 | |
20 | Namibia | 19.60 | |
21 | Zambia | 19.25 | |
22 | Ethiopia | 18.05 | |
23 | Zimbabwe | 17.90 | |
24 | Malawi | 17.55 | |
25 | Lesotho | 17.10 | |
26 | Tanzania | 16.75 | |
27 | Comoros | 16.70 | |
28 | Angola | 16.60 | |
29 | Gabon | 16.45 | |
30 | Mozambique | 16.00 | |
31 | Burkina Faso | 15.30 | |
32 | Libya | 14.90 | |
33 | Togo | 14.45 | |
34 | Gambia | 14.40 | |
35 | Mali | 13.45 | |
36 | Sudan | 13.30 | |
37 | Madagascar | 13.25 | |
38 | Mauritania | 13.05 | |
39 | Sierra Leone | 13.05 | |
40 | Somalia | 11.75 | |
41 | Eritrea | 11.55 | |
42 | Equatorial Guinea | 11.35 | |
43 | Chad | 11.20 | |
44 | Sao Tome and Principe | 11.10 | |
45 | Guinea | 10.40 | |
46 | Republic of the Congo (Brazzaville) | 10.30 | |
47 | Burundi | 10.10 | |
48 | Liberia | 10.00 | |
49 | Niger | 9.45 | |
50 | Guinea-Bissau | 9.20 | |
51 | Central African Republic | 9.10 | |
52 | DRC | 8.95 | |
53 | Djibouti | 8.70 | |
54 | South Sudan | 7.85 |
Data & Infrastructure Analysis
Analysis of data availability and infrastructure readiness for AI adoption.
All Regions
Northern Africa
Eastern Africa
Western Africa
Central Africa
Southern Africa
Data Visualization
Regional Performance Comparison
Average performance scores across African regions
Key Insights
Continental overview of Data & Infrastructure
Continental Insights
- Mobile-first infrastructure development shows promise, especially in East Africa with Kenya (29.45 points, rank 3) establishing continental leadership
- Tunisia leads the continent in infrastructure (30.75 points, rank 1) with near-universal electricity penetration and extensive network coverage
- South Africa nearly matches Tunisia's leadership (30.65 points, rank 2), excelling in data governance frameworks and substantial software investments
- Electricity access remains a fundamental barrier in many regions, with less than 20% penetration in countries like South Sudan and DRC
- Central Africa faces the most significant infrastructure challenges, with no country ranking in the top 25 continent-wide
- Urban-rural digital divide persists across most countries, even in relatively strong performers like Nigeria and Senegal
- Island nations like Mauritius (27 points, rank 6) and Seychelles (26.1 points, rank 7) leverage their geography for comprehensive connectivity
- Post-conflict recovery shows varied impacts on infrastructure, with Côte d'Ivoire (25.2 points, rank 10) demonstrating remarkable progress
Recommendations
Strategic actions for Data & Infrastructure improvement
- Establish a continent-wide AI education initiative, inclusive of curriculum development and targeting youth at all levels of education
- Implement collaborative training targets whereby each Signatory State commits to train over 15% of its population on AI awareness by 2028
- Transform higher education capacity by ensuring that over 30 higher learning institutions adapt curricula to provide state-of-the-art AI skills
- Develop specialized training pathways to produce 1 million AI practitioners (agent developers, data analysts, and data scientists)