{"schemaVersion":"1.0","id":"what-londons-shops-sell","dataset":"shop-types","title":"What London's shops sell","description":"Every mapped shop grouped into a practical retail taxonomy.","methodology":"Counts of OpenStreetMap shop features within Greater London, grouped from source tags. A feature is counted once even when a tiled query sees it twice. ‘Other retail’ preserves uncommon and emerging shop tags rather than silently dropping them; counts describe mapped records, not an official business census.","category":"money","categoryLabel":"Money","cadence":"quarterly","placeholder":false,"landingPage":"https://londongraph.com/g/what-londons-shops-sell","markdown":"https://londongraph.com/g/what-londons-shops-sell/index.html.md","source":{"name":"OpenStreetMap contributors","url":"https://www.openstreetmap.org/","licence":"Open Data Commons Open Database Licence (ODbL) v1.0"},"updatedAt":"2026-08-02T00:52:51.635Z","release":{"label":"OpenStreetMap base 2026-08-02T00:51:11Z","publishedAt":"2026-08-02T00:51:11.000Z","resourceUrl":"https://overpass-api.de/api/interpreter","methodologyUrl":"https://wiki.openstreetmap.org/wiki/Key:shop","sha256":"899515191379947fb5033e1830c08ee8854cb445f40dca9d54a4c7ff8f86b7ed"},"observations":[{"series":"","buckets":["Food & groceries","Other retail","Beauty & hair","Fashion","Books, stationery & gifts","Home & furniture","Vehicles","Computers & electronics","DIY & hardware","Second-hand & charity","Pharmacy & optical","Art, antiques & music","Jewellery & watches","Florists","Bicycles","Pets"],"values":[9908,9207,7599,4025,2040,1838,1684,1157,1141,1026,1026,804,798,373,332,264],"unit":"mapped retail premises","metadata":[{},{},{},{},{},{},{},{},{},{},{},{},{},{},{},{}]}],"areaStatistics":null,"visualizations":[{"id":"overview","label":"Overview","description":"Every mapped shop grouped into a practical retail taxonomy.","url":"https://londongraph.com/g/what-londons-shops-sell","renderer":"primary","default":true,"timeControl":"inherit","datasets":[],"transform":null,"controls":null,"metrics":[],"caveat":null},{"id":"geography","label":"Map","description":"Compare the same measure geographically.","url":"https://londongraph.com/g/what-londons-shops-sell?view=geography","renderer":"spatial","default":false,"timeControl":"inherit","datasets":[],"transform":null,"controls":null,"metrics":[],"caveat":null},{"id":"distribution","label":"Distribution","description":"Show every published value around the median and quartiles.","url":"https://londongraph.com/g/what-londons-shops-sell?view=distribution","renderer":"distribution","default":false,"timeControl":"inherit","datasets":[],"transform":null,"controls":null,"metrics":[],"caveat":null},{"id":"treemap","label":"Treemap","description":"Use area to show each category's contribution to the total.","url":"https://londongraph.com/g/what-londons-shops-sell?view=treemap","renderer":"treemap","default":false,"timeControl":"inherit","datasets":[],"transform":null,"controls":null,"metrics":[],"caveat":null}],"availability":"observations","note":"The release is complete for the measures represented on the graph page."}