Datasets for infrastructure & investment analysis
Infrastructure and investment cases rest on demand, capacity and demographic evidence. Citymirror maps the source domains that hold this data for a place so analysts can see how complete the evidence base is.
Dataset topics that matter
Transport
Public-transport and mobility data covers timetables (GTFS), real-time vehicle positions (SIRI/GTFS-RT), stops and stations, fares, cycling and active-travel networks.
Energy
Energy data covers electricity and gas consumption, network capacity, EV charge-point locations, renewable generation and (where published) smart-meter aggregates.
Population
Population and demographic data covers census counts, age/sex structure, households, deprivation indices, migration and small-area estimates.
Housing
Housing data covers dwelling stock, tenure, house prices and sales, affordability, energy performance certificates and homelessness statistics.
Planning
Planning data covers planning applications and decisions, local plans, land-use designations, zoning, conservation areas and brownfield registers.
Query this as a data-availability map
Call the Citymirror search endpoint to get source domains, availability and gaps for this place and topic as structured JSON.
curl -X POST https://citymirror.io/api/search \
-H "Content-Type: application/json" \
-d '{"query":"Find datasets for infrastructure investment in a city","use_case":"infrastructure investment"}'
Endpoint: POST https://citymirror.io/api/search · also GET https://citymirror.io/api/search? · Full API docs · OpenAPI
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Source map last reviewed: 2026-06-14. Citymirror provides dataset source-location intelligence, not ownership of external datasets.