Hospitality
Pubs, restaurants, hotels and venues weighing up locations and understanding the neighbourhoods they serve.
Census 2021 (England & Wales)
The full demographic picture of every neighbourhood in England and Wales, taken on Census Day in March 2021 — age, ethnicity, health, housing, work, qualifications and household m…
Street-Level Crime & Outcomes
Every crime reported to the police in England, Wales and Northern Ireland, published monthly at street level — from burglary and vehicle crime to anti-social behaviour — including…
English Indices of Deprivation (IMD)
Every neighbourhood in England ranked on deprivation — income, employment, education, health, crime, housing and living environment — for roughly 33,000 small areas. The standard…
Population Estimates (mid-year)
Official population counts for every neighbourhood and local authority, refreshed each year and broken down by age and sex — right down to areas of about 1,500 people. The denomin…
Public Transport Stops (NaPTAN)
Every public transport access point in Great Britain — 434,000 bus stops, station entrances, tram platforms, ferry and airport access points and taxi ranks — each with a map coord…
Road Traffic Counts (AADF)
How many vehicles pass 46,000 points on the road network on an average day — split into cars, vans, lorries, buses and bikes, going back to 2000. The closest thing to free footfal…