African Trade Knowledge Graph

Trade as relationships, not rows.

A dashboard tells you a number. A graph shows the observed relationships behind it — where alternative export capacity exists, whose basket looks similar, and which earnings sit downstream of weather. Every edge here is a stored observation with its source and year.

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Where the observations stop

CountryProductExporterPortMarketBuyer

Firm, port and buyer nodes are drawn as gaps because AIC holds no observation of them. They are not estimated, and questions that depend on them are declined rather than answered.

Complete the chain

Firm, port and buyer nodes need customs, logistics and registry agreements. Those partnerships are what turn this from a country graph into a transaction graph.

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