Pan Africa Data is Africa's insights platform — proprietary sub-national income distribution across three geographic layers (national, city and locality/suburb) for all 54 African countries, plus clean macroeconomic data for research, analysis and due diligence. 338 cities, 2,000+ localities. GDP, income distribution, forecasts to 2035.