AMARA OKAFOR
FOLLOW THE QUESTION.
PROJECT

Opportunity Atlas

A project building a mobility-based alternative to income-only maps of urban opportunity, combining household survey and access observation data.

ACTIVEData & Inequality
Location
Lagos, Abuja
Duration
2024 — ongoing
Collaborators
Civic Data Lab (data partner), household survey field team
QUESTION

"Can a map built from mobility data reveal inequality that an income map misses?"

Outputs

  • Mapping Opportunity (2024)
  • Access Without Arrival (2026, in progress)

Datasets