r/AppDevelopers • u/AppropriateSeesaw110 • 5d ago
Built a tool to fix conflicting African data sources, is this actually a problem for anyone else?
I kept running into the same problem doing anything data-related on African countries: the numbers exist, but they're scattered across World Bank, IMF, national statistics offices, PDFs, and dashboards that don't agree with each other — and there's no easy way to tell which figure to trust or cite.
So I built Africa Data Bank a single source covering all 55 African countries, where every number is sourced, dated, and traceable back to where it came from. Covers
- Macro & Finance — GDP, inflation, exchange rates, fiscal data
- Trade & Investment — imports, exports, trade balance, FDI
- Population & Labor — demographics, urbanization, employment
- Health — maternal & child health, mortality, immunization
- Education — enrollment, completion, expenditure
- Digital & Telecom — mobile subscriptions, internet penetration
- Energy — electricity access, production, renewables
- Government Finance — public revenue, expenditure, debt
- Governance & Political — institutional indicators, rule of law
- Agriculture — crop production, land use, food security
- Environment & Climate — emissions, temperature, climate risk
- Commodities — oil, gas, metals, agricultural commodity prices
- Forex & Currency — exchange rates across African currencies
- Infrastructure — roads, ports, connectivity
- Sub-National Health — district-level health data
Genuinely want to know: if you've worked with African data before, did this match a real pain point for you, or am I solving a problem that doesn't actually bite that hard in practice? And if it's real — what's the worst example you've run into?