Explore & learn
Inspect public examples, document structure and relationships, and understand the release boundary.
Use & governance
Choose an appropriate use class, carry the release context into your work and validate results against the decisions they will inform.
Purpose & consequence
Inspect public examples, document structure and relationships, and understand the release boundary.
Validate applications, analytical logic and integrations against the available synthetic scope.
Record reference sources, assumptions, limitations and empirical comparisons relevant to the research.
Validate against the intended context and apply appropriate expert review before relying on model results.
Synthetic records
Generated residents, households, organizations and events form a synthetic city. Population-level evidence informs the model.
A synthetic person is not a real individual. A generated record cannot establish a real person’s identity, circumstances or behavior.
Governed use
Retain the city, domain scope, release manifest and verification results.
Carry the data dictionary, calibration context and disclosed limitations into analytical work.
Treat a refreshed dataset as a new version and reassess the effect on downstream results.
Inspect release records →Rights & access
Public samples support evaluation. Production, commercial use, redistribution, recurring access and application integration depend on the applicable license and accepted order terms.
Review pricing & licensing →Conditional outputs
Keep the baseline, changed inputs, mechanisms, time range and uncertainty alongside any scenario result. Compare relevant outputs with external evidence before consequential use.
Explore the release
Inspect the city, domain coverage and resident journeys.
Explore Nairobi →Follow the same connected model in a different city.
Explore Lagos →Read rows, distributions and field definitions before choosing your scope.
Open Data Explorer →