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Africa in a connected world.Drag to rotate, 360°.
One verified data layer
for every decision that follows.
Builders ship on it. Agents reason on it. Analysts cite on it.
Click any number. See exactly where it came from.
Publisher, year, method and run ID travel with every value, on the web and in the API.
Observation / source record
- Country
- Kenya / KE
- Indicator
- GDP per capita (US$)
- Publisher
- World Bank
- Period
- 2023
- Indicator ID
- NY.GDP.PCAP.CD
World Bank, 2023
How the catalog is built
One verified layer, six guarantees.
Every row traces back to a publisher, a run and a transform. The six properties below are enforced per observation, not per dataset.
01
Traceable
Every value links to publisher, year and method.
02
Fresh at query time
Cache misses call the live publisher connector.
03
Versioned
Immutable snapshots. Verify any observation by run ID.
04
Comparable
Aligned codes, units and definitions across sources.
05
Developer-ready
API keys, rate limits and bulk export.
06
Built to cite
A citation block ships with every view.
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