Find where datasets are available
Citymirror maps dataset source domains for any city, region or country, helping humans and AI agents discover open data, geospatial data, sensor feeds and national statistics — and see what is missing.
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 air quality datasets for Doha for urban health analysis","place":"Doha","country":"Qatar","topic":"air-quality","use_case":"urban health analysis"}'
Endpoint: POST https://citymirror.io/api/search · also GET https://citymirror.io/api/search?place=Doha&topic=air-quality · Full API docs · OpenAPI
By country
United Kingdom
UK national & city datasets
Qatar
Qatari national & city datasets
United Arab Emirates
Emirati national & city datasets
Saudi Arabia
Saudi national & city datasets
By city
Birmingham
United Kingdom
London
United Kingdom
Manchester
United Kingdom
Doha
Qatar
Dubai
United Arab Emirates
Abu Dhabi
United Arab Emirates
Riyadh
Saudi Arabia
By topic
Traffic
congestion, road traffic, SCOOT
Air quality
pollution, NO2, PM2.5
Population
census, demographics, households
Geospatial
GIS, basemap, boundaries
Housing
property, planning permissions, house prices
Planning
land use, development, applications
Energy
electricity, gas, consumption
Transport
bus, rail, metro
Weather
climate, rainfall, temperature
Environment
land cover, green space, biodiversity
By use case
Digital twin
Smart city
Urban planning
Transport modelling
Air-quality modelling
Climate risk
Infrastructure investment
Funding bids
Source map last reviewed: 2026-06-14. Citymirror provides dataset source-location intelligence, not ownership of external datasets.