{"business":{"id":"auto_repair","name":"Auto Repair","description":"Garages and MOT/service centres. Passing traffic and household car ownership proxies matter; unit economics favour lower-rent locations."},"region":"E12000007","model_version":"0.1.0","total_areas":1002,"scored_areas":1002,"results":[{"rank":1,"area":{"code":"E02000757","name":"Redbridge 007","parent_name":"Redbridge","region_name":"London","lat":51.5984,"lon":0.02204},"opportunity_score":78.6,"demand":94.3,"market_gap":66.3,"people_flow":84.9,"accessibility":71.3,"growth":null,"affordability":null,"confidence":67.6,"supply_pressure":28,"supply_density":0,"competitors":0,"completeness":41.9,"explanation":["Structural demand is high (94/100) for this business type.","Competitor density is low (28/100 saturation) — the market looks underserved.","Estimated activity proxy is 85/100 (traffic, transit and employment — not measured footfall).","Passing road traffic is in the top 1% nationally.","Households is in the top 2% nationally."],"evidence":[{"indicator":"traffic_aadf","label":"Passing road traffic","value":149848,"percentile":99.65277777777779,"dataset_id":"dft_aadf_2025","dataset_name":"DfT road traffic counts — AADF by count point"},{"indicator":"households","label":"Households","value":5179,"percentile":98.001998001998,"dataset_id":"ons_census_ts041_msoa","dataset_name":"Census 2021 TS041: number of households (MSOA)"},{"indicator":"population_total","label":"Total population","value":12393,"percentile":96.00399600399601,"dataset_id":"ons_census_ts001_msoa","dataset_name":"Census 2021 TS001: number of usual residents (MSOA)"},{"indicator":"rail_station_count","label":"Rail/underground stations","value":2,"percentile":89.81018981018981,"dataset_id":"naptan_stops","dataset_name":"NaPTAN — national public transport access nodes"},{"indicator":"employment_rate","label":"Employment rate","value":66.31,"percentile":82.56743256743256,"dataset_id":"ons_census_ts066_msoa","dataset_name":"Census 2021 TS066: economic activity status (MSOA)"},{"indicator":"poi_density","label":"POI density","value":10.48,"percentile":65.43456543456544,"dataset_id":"osm_poi_london","dataset_name":"OpenStreetMap POIs — London extract"},{"indicator":"bus_stop_count","label":"Bus stop density","value":20,"percentile":58.99100899100899,"dataset_id":"naptan_stops","dataset_name":"NaPTAN — national public transport access nodes"},{"indicator":"auto_repair_count","label":"Auto repair businesses","value":0,"percentile":27.972027972027973,"dataset_id":"osm_poi_london","dataset_name":"OpenStreetMap POIs — London extract"},{"indicator":"auto_repair_per_10000_households","label":"Auto repair businesses per 10,000 households","value":0,"percentile":27.972027972027973,"dataset_id":"osm_poi_london","dataset_name":"OpenStreetMap POIs — London extract"}]},{"rank":2,"area":{"code":"E02000911","name":"Waltham Forest 017","parent_name":"Waltham Forest","region_name":"London","lat":51.5816,"lon":-0.02859},"opportunity_score":77.2,"demand":94.4,"market_gap":66.5,"people_flow":81.2,"accessibility":68.5,"growth":null,"affordability":null,"confidence":64,"supply_pressure":28,"supply_density":0,"competitors":0,"completeness":31.4,"explanation":["Structural demand is high (94/100) for this business type.","Competitor density is low (28/100 saturation) — the market looks underserved.","Estimated activity proxy is 81/100 (traffic, transit and employment — not measured footfall).","Households is in the top 5% nationally.","Bus stop density is in the top 11% nationally."],"evidence":[{"indicator":"population_total","label":"Total population","value":12963,"percentile":97.7022977022977,"dataset_id":"ons_census_ts001_msoa","dataset_name":"Census 2021 TS001: number of usual residents (MSOA)"},{"indicator":"households","label":"Households","value":4848,"percentile":95.2047952047952,"dataset_id":"ons_census_ts041_msoa","dataset_name":"Census 2021 TS041: number of households (MSOA)"},{"indicator":"poi_density","label":"POI density","value":41.59,"percentile":94.5054945054945,"dataset_id":"osm_poi_london","dataset_name":"OpenStreetMap POIs — London extract"},{"indicator":"employment_rate","label":"Employment rate","value":67.95,"percentile":89.21078921078922,"dataset_id":"ons_census_ts066_msoa","dataset_name":"Census 2021 TS066: economic activity status (MSOA)"},{"indicator":"bus_stop_count","label":"Bus stop density","value":32,"percentile":88.81118881118881,"dataset_id":"naptan_stops","dataset_name":"NaPTAN — national public transport access nodes"},{"indicator":"rail_station_count","label":"Rail/underground stations","value":0,"percentile":37.96203796203797,"dataset_id":"naptan_stops","dataset_name":"NaPTAN — national public transport access nodes"},{"indicator":"auto_repair_count","label":"Auto repair businesses","value":0,"percentile":27.972027972027973,"dataset_id":"osm_poi_london","dataset_name":"OpenStreetMap POIs — London extract"},{"indicator":"auto_repair_per_10000_households","label":"Auto repair businesses per 10,000 households","value":0,"percentile":27.972027972027973,"dataset_id":"osm_poi_london","dataset_name":"OpenStreetMap POIs — London extract"}]},{"rank":3,"area":{"code":"E02000131","name":"Bromley 005","parent_name":"Bromley","region_name":"London","lat":51.4192,"lon":-0.06881},"opportunity_score":74,"demand":92.6,"market_gap":64.6,"people_flow":71,"accessibility":65.6,"growth":null,"affordability":null,"confidence":64,"supply_pressure":28,"supply_density":0,"competitors":0,"completeness":31.4,"explanation":["Structural demand is high (93/100) for this business type.","Competitor density is low (28/100 saturation) — the market looks underserved.","Estimated activity proxy is 71/100 (traffic, transit and employment — not measured footfall).","Households is in the top 3% nationally.","Bus stop density is in the top 16% nationally."],"evidence":[{"indicator":"households","label":"Households","value":5068,"percentile":97.40259740259741,"dataset_id":"ons_census_ts041_msoa","dataset_name":"Census 2021 TS041: number of households (MSOA)"},{"indicator":"employment_rate","label":"Employment rate","value":72.29,"percentile":95.8041958041958,"dataset_id":"ons_census_ts066_msoa","dataset_name":"Census 2021 TS066: economic activity status (MSOA)"},{"indicator":"population_total","label":"Total population","value":10485,"percentile":84.31568431568431,"dataset_id":"ons_census_ts001_msoa","dataset_name":"Census 2021 TS001: number of usual residents (MSOA)"},{"indicator":"bus_stop_count","label":"Bus stop density","value":29,"percentile":84.06593406593407,"dataset_id":"naptan_stops","dataset_name":"NaPTAN — national public transport access nodes"},{"indicator":"poi_density","label":"POI density","value":7.35,"percentile":55.044955044955046,"dataset_id":"osm_poi_london","dataset_name":"OpenStreetMap POIs — London extract"},{"indicator":"rail_station_count","label":"Rail/underground stations","value":0,"percentile":37.96203796203797,"dataset_id":"naptan_stops","dataset_name":"NaPTAN — national public transport access nodes"},{"indicator":"auto_repair_count","label":"Auto repair businesses","value":0,"percentile":27.972027972027973,"dataset_id":"osm_poi_london","dataset_name":"OpenStreetMap POIs — London extract"},{"indicator":"auto_repair_per_10000_households","label":"Auto repair businesses per 10,000 households","value":0,"percentile":27.972027972027973,"dataset_id":"osm_poi_london","dataset_name":"OpenStreetMap POIs — London extract"}]},{"rank":4,"area":{"code":"E02000001","name":"City of London 001","parent_name":"City of London","region_name":"London","lat":51.5156,"lon":-0.09349},"opportunity_score":72.3,"demand":77.5,"market_gap":49.5,"people_flow":86.1,"accessibility":99.9,"growth":null,"affordability":null,"confidence":67.6,"supply_pressure":28,"supply_density":0,"competitors":0,"completeness":41.9,"explanation":["Structural demand is high (78/100) for this business type.","Competitor density is low (28/100 saturation) — the market looks underserved.","Estimated activity proxy is 86/100 (traffic, transit and employment — not measured footfall).","Passing road traffic is in the top 26% nationally.","Bus stop density is in the top 1% nationally."],"evidence":[{"indicator":"rail_station_count","label":"Rail/underground stations","value":37,"percentile":100,"dataset_id":"naptan_stops","dataset_name":"NaPTAN — national public transport access nodes"},{"indicator":"bus_stop_count","label":"Bus stop density","value":138,"percentile":99.9000999000999,"dataset_id":"naptan_stops","dataset_name":"NaPTAN — national public transport access nodes"},{"indicator":"poi_density","label":"POI density","value":95.22,"percentile":99.7002997002997,"dataset_id":"osm_poi_london","dataset_name":"OpenStreetMap POIs — London extract"},{"indicator":"households","label":"Households","value":4914,"percentile":96.00399600399601,"dataset_id":"ons_census_ts041_msoa","dataset_name":"Census 2021 TS041: number of households (MSOA)"},{"indicator":"employment_rate","label":"Employment rate","value":66.82,"percentile":85.01498501498502,"dataset_id":"ons_census_ts066_msoa","dataset_name":"Census 2021 TS066: economic activity status (MSOA)"},{"indicator":"traffic_aadf","label":"Passing road traffic","value":31929,"percentile":74.16666666666667,"dataset_id":"dft_aadf_2025","dataset_name":"DfT road traffic counts — AADF by count point"},{"indicator":"population_total","label":"Total population","value":8583,"percentile":51.24875124875125,"dataset_id":"ons_census_ts001_msoa","dataset_name":"Census 2021 TS001: number of usual residents (MSOA)"},{"indicator":"auto_repair_count","label":"Auto repair businesses","value":0,"percentile":27.972027972027973,"dataset_id":"osm_poi_london","dataset_name":"OpenStreetMap POIs — London extract"},{"indicator":"auto_repair_per_10000_households","label":"Auto repair businesses per 10,000 households","value":0,"percentile":27.972027972027973,"dataset_id":"osm_poi_london","dataset_name":"OpenStreetMap POIs — London extract"}]},{"rank":5,"area":{"code":"E02000606","name":"Kingston upon Thames 009","parent_name":"Kingston upon Thames","region_name":"London","lat":51.3999,"lon":-0.30268},"opportunity_score":71.7,"demand":84.2,"market_gap":56.3,"people_flow":77.5,"accessibility":74.7,"growth":null,"affordability":null,"confidence":67.6,"supply_pressure":28,"supply_density":0,"competitors":0,"completeness":41.9,"explanation":["Structural demand is high (84/100) for this business type.","Competitor density is low (28/100 saturation) — the market looks underserved.","Estimated activity proxy is 78/100 (traffic, transit and employment — not measured footfall).","Passing road traffic is in the top 23% nationally.","Bus stop density is in the top 1% nationally."],"evidence":[{"indicator":"bus_stop_count","label":"Bus stop density","value":61,"percentile":99.20079920079921,"dataset_id":"naptan_stops","dataset_name":"NaPTAN — national public transport access nodes"},{"indicator":"households","label":"Households","value":4811,"percentile":94.7052947052947,"dataset_id":"ons_census_ts041_msoa","dataset_name":"Census 2021 TS041: number of households (MSOA)"},{"indicator":"poi_density","label":"POI density","value":26.97,"percentile":88.41158841158841,"dataset_id":"osm_poi_london","dataset_name":"OpenStreetMap POIs — London extract"},{"indicator":"population_total","label":"Total population","value":10561,"percentile":85.21478521478521,"dataset_id":"ons_census_ts001_msoa","dataset_name":"Census 2021 TS001: number of usual residents (MSOA)"},{"indicator":"traffic_aadf","label":"Passing road traffic","value":35582,"percentile":76.94444444444444,"dataset_id":"dft_aadf_2025","dataset_name":"DfT road traffic counts — AADF by count point"},{"indicator":"employment_rate","label":"Employment rate","value":64.05,"percentile":72.72727272727273,"dataset_id":"ons_census_ts066_msoa","dataset_name":"Census 2021 TS066: economic activity status (MSOA)"},{"indicator":"rail_station_count","label":"Rail/underground stations","value":0,"percentile":37.96203796203797,"dataset_id":"naptan_stops","dataset_name":"NaPTAN — national public transport access nodes"},{"indicator":"auto_repair_count","label":"Auto repair businesses","value":0,"percentile":27.972027972027973,"dataset_id":"osm_poi_london","dataset_name":"OpenStreetMap POIs — London extract"},{"indicator":"auto_repair_per_10000_households","label":"Auto repair businesses per 10,000 households","value":0,"percentile":27.972027972027973,"dataset_id":"osm_poi_london","dataset_name":"OpenStreetMap POIs — London extract"}]},{"rank":6,"area":{"code":"E02000215","name":"Croydon 022","parent_name":"Croydon","region_name":"London","lat":51.379,"lon":-0.08288},"opportunity_score":71.6,"demand":84.7,"market_gap":56.7,"people_flow":66,"accessibility":88.3,"growth":null,"affordability":null,"confidence":67.6,"supply_pressure":28,"supply_density":0,"competitors":0,"completeness":41.9,"explanation":["Structural demand is high (85/100) for this business type.","Competitor density is low (28/100 saturation) — the market looks underserved.","Estimated activity proxy is 66/100 (traffic, transit and employment — not measured footfall).","Households is in the top 2% nationally.","Bus stop density is in the top 16% nationally."],"evidence":[{"indicator":"households","label":"Households","value":5255,"percentile":98.20179820179821,"dataset_id":"ons_census_ts041_msoa","dataset_name":"Census 2021 TS041: number of households (MSOA)"},{"indicator":"rail_station_count","label":"Rail/underground stations","value":3,"percentile":94.55544455544455,"dataset_id":"naptan_stops","dataset_name":"NaPTAN — national public transport access nodes"},{"indicator":"population_total","label":"Total population","value":11826,"percentile":94.00599400599401,"dataset_id":"ons_census_ts001_msoa","dataset_name":"Census 2021 TS001: number of usual residents (MSOA)"},{"indicator":"bus_stop_count","label":"Bus stop density","value":29,"percentile":84.06593406593407,"dataset_id":"naptan_stops","dataset_name":"NaPTAN — national public transport access nodes"},{"indicator":"employment_rate","label":"Employment rate","value":65.03,"percentile":76.72327672327673,"dataset_id":"ons_census_ts066_msoa","dataset_name":"Census 2021 TS066: economic activity status (MSOA)"},{"indicator":"poi_density","label":"POI density","value":8.09,"percentile":58.19180819180819,"dataset_id":"osm_poi_london","dataset_name":"OpenStreetMap POIs — London extract"},{"indicator":"traffic_aadf","label":"Passing road traffic","value":21802,"percentile":52.63888888888889,"dataset_id":"dft_aadf_2025","dataset_name":"DfT road traffic counts — AADF by count point"},{"indicator":"auto_repair_count","label":"Auto repair businesses","value":0,"percentile":27.972027972027973,"dataset_id":"osm_poi_london","dataset_name":"OpenStreetMap POIs — London extract"},{"indicator":"auto_repair_per_10000_households","label":"Auto repair businesses per 10,000 households","value":0,"percentile":27.972027972027973,"dataset_id":"osm_poi_london","dataset_name":"OpenStreetMap POIs — London extract"}]},{"rank":7,"area":{"code":"E02000810","name":"Southwark 004","parent_name":"Southwark","region_name":"London","lat":51.4971,"lon":-0.06955},"opportunity_score":71.6,"demand":89.7,"market_gap":61.7,"people_flow":68.7,"accessibility":60,"growth":null,"affordability":null,"confidence":67.6,"supply_pressure":28,"supply_density":0,"competitors":0,"completeness":41.9,"explanation":["Structural demand is high (90/100) for this business type.","Competitor density is low (28/100 saturation) — the market looks underserved.","Estimated activity proxy is 69/100 (traffic, transit and employment — not measured footfall).","Households is in the top 1% nationally.","Total population is in the top 6% nationally."],"evidence":[{"indicator":"households","label":"Households","value":5395,"percentile":99.20079920079921,"dataset_id":"ons_census_ts041_msoa","dataset_name":"Census 2021 TS041: number of households (MSOA)"},{"indicator":"population_total","label":"Total population","value":11896,"percentile":94.30569430569432,"dataset_id":"ons_census_ts001_msoa","dataset_name":"Census 2021 TS001: number of usual residents (MSOA)"},{"indicator":"employment_rate","label":"Employment rate","value":67.77,"percentile":88.46153846153845,"dataset_id":"ons_census_ts066_msoa","dataset_name":"Census 2021 TS066: economic activity status (MSOA)"},{"indicator":"rail_station_count","label":"Rail/underground stations","value":1,"percentile":81.21878121878122,"dataset_id":"naptan_stops","dataset_name":"NaPTAN — national public transport access nodes"},{"indicator":"poi_density","label":"POI density","value":16.13,"percentile":75.97402597402598,"dataset_id":"osm_poi_london","dataset_name":"OpenStreetMap POIs — London extract"},{"indicator":"traffic_aadf","label":"Passing road traffic","value":26560,"percentile":64.44444444444444,"dataset_id":"dft_aadf_2025","dataset_name":"DfT road traffic counts — AADF by count point"},{"indicator":"bus_stop_count","label":"Bus stop density","value":17,"percentile":45.904095904095904,"dataset_id":"naptan_stops","dataset_name":"NaPTAN — national public transport access nodes"},{"indicator":"auto_repair_count","label":"Auto repair businesses","value":0,"percentile":27.972027972027973,"dataset_id":"osm_poi_london","dataset_name":"OpenStreetMap POIs — London extract"},{"indicator":"auto_repair_per_10000_households","label":"Auto repair businesses per 10,000 households","value":0,"percentile":27.972027972027973,"dataset_id":"osm_poi_london","dataset_name":"OpenStreetMap POIs — London extract"}]},{"rank":8,"area":{"code":"E02000653","name":"Lewisham 001","parent_name":"Lewisham","region_name":"London","lat":51.4887,"lon":-0.04212},"opportunity_score":71.3,"demand":94.9,"market_gap":66.9,"people_flow":61.3,"accessibility":45.2,"growth":null,"affordability":null,"confidence":64,"supply_pressure":28,"supply_density":0,"competitors":0,"completeness":31.4,"explanation":["Structural demand is high (95/100) for this business type.","Competitor density is low (28/100 saturation) — the market looks underserved.","Estimated activity proxy is 61/100 (traffic, transit and employment — not measured footfall).","Households is in the top 1% nationally.","Total population is in the top 3% nationally."],"evidence":[{"indicator":"households","label":"Households","value":5293,"percentile":98.5014985014985,"dataset_id":"ons_census_ts041_msoa","dataset_name":"Census 2021 TS041: number of households (MSOA)"},{"indicator":"population_total","label":"Total population","value":12606,"percentile":96.6033966033966,"dataset_id":"ons_census_ts001_msoa","dataset_name":"Census 2021 TS001: number of usual residents (MSOA)"},{"indicator":"employment_rate","label":"Employment rate","value":67.46,"percentile":87.3126873126873,"dataset_id":"ons_census_ts066_msoa","dataset_name":"Census 2021 TS066: economic activity status (MSOA)"},{"indicator":"poi_density","label":"POI density","value":9.08,"percentile":61.93806193806194,"dataset_id":"osm_poi_london","dataset_name":"OpenStreetMap POIs — London extract"},{"indicator":"bus_stop_count","label":"Bus stop density","value":18,"percentile":50.0999000999001,"dataset_id":"naptan_stops","dataset_name":"NaPTAN — national public transport access nodes"},{"indicator":"rail_station_count","label":"Rail/underground stations","value":0,"percentile":37.96203796203797,"dataset_id":"naptan_stops","dataset_name":"NaPTAN — national public transport access nodes"},{"indicator":"auto_repair_count","label":"Auto repair businesses","value":0,"percentile":27.972027972027973,"dataset_id":"osm_poi_london","dataset_name":"OpenStreetMap POIs — London extract"},{"indicator":"auto_repair_per_10000_households","label":"Auto repair businesses per 10,000 households","value":0,"percentile":27.972027972027973,"dataset_id":"osm_poi_london","dataset_name":"OpenStreetMap POIs — London extract"}]},{"rank":9,"area":{"code":"E02000949","name":"Wandsworth 027","parent_name":"Wandsworth","region_name":"London","lat":51.4409,"lon":-0.16982},"opportunity_score":70.5,"demand":87.6,"market_gap":59.6,"people_flow":73.1,"accessibility":58.2,"growth":null,"affordability":null,"confidence":64,"supply_pressure":28,"supply_density":0,"competitors":0,"completeness":31.4,"explanation":["Structural demand is high (88/100) for this business type.","Competitor density is low (28/100 saturation) — the market looks underserved.","Estimated activity proxy is 73/100 (traffic, transit and employment — not measured footfall).","Households is in the top 12% nationally.","Total population is in the top 21% nationally."],"evidence":[{"indicator":"employment_rate","label":"Employment rate","value":73.64,"percentile":97.2027972027972,"dataset_id":"ons_census_ts066_msoa","dataset_name":"Census 2021 TS066: economic activity status (MSOA)"},{"indicator":"rail_station_count","label":"Rail/underground stations","value":4,"percentile":97.002997002997,"dataset_id":"naptan_stops","dataset_name":"NaPTAN — national public transport access nodes"},{"indicator":"households","label":"Households","value":4255,"percentile":88.06193806193806,"dataset_id":"ons_census_ts041_msoa","dataset_name":"Census 2021 TS041: number of households (MSOA)"},{"indicator":"population_total","label":"Total population","value":10003,"percentile":79.22077922077922,"dataset_id":"ons_census_ts001_msoa","dataset_name":"Census 2021 TS001: number of usual residents (MSOA)"},{"indicator":"poi_density","label":"POI density","value":14.84,"percentile":73.72627372627373,"dataset_id":"osm_poi_london","dataset_name":"OpenStreetMap POIs — London extract"},{"indicator":"bus_stop_count","label":"Bus stop density","value":14,"percentile":32.26773226773227,"dataset_id":"naptan_stops","dataset_name":"NaPTAN — national public transport access nodes"},{"indicator":"auto_repair_count","label":"Auto repair businesses","value":0,"percentile":27.972027972027973,"dataset_id":"osm_poi_london","dataset_name":"OpenStreetMap POIs — London extract"},{"indicator":"auto_repair_per_10000_households","label":"Auto repair businesses per 10,000 households","value":0,"percentile":27.972027972027973,"dataset_id":"osm_poi_london","dataset_name":"OpenStreetMap POIs — London extract"}]},{"rank":10,"area":{"code":"E02006999","name":"Newham 042","parent_name":"Newham","region_name":"London","lat":51.5022,"lon":0.02647},"opportunity_score":69,"demand":87.7,"market_gap":59.8,"people_flow":61.5,"accessibility":57.8,"growth":null,"affordability":null,"confidence":67.6,"supply_pressure":28,"supply_density":0,"competitors":0,"completeness":41.9,"explanation":["Structural demand is high (88/100) for this business type.","Competitor density is low (28/100 saturation) — the market looks underserved.","Estimated activity proxy is 62/100 (traffic, transit and employment — not measured footfall).","Households is in the top 3% nationally.","Total population is in the top 10% nationally."],"evidence":[{"indicator":"employment_rate","label":"Employment rate","value":78.24,"percentile":99.6003996003996,"dataset_id":"ons_census_ts066_msoa","dataset_name":"Census 2021 TS066: economic activity status (MSOA)"},{"indicator":"households","label":"Households","value":5051,"percentile":97.30269730269731,"dataset_id":"ons_census_ts041_msoa","dataset_name":"Census 2021 TS041: number of households (MSOA)"},{"indicator":"population_total","label":"Total population","value":11244,"percentile":90.15984015984016,"dataset_id":"ons_census_ts001_msoa","dataset_name":"Census 2021 TS001: number of usual residents (MSOA)"},{"indicator":"rail_station_count","label":"Rail/underground stations","value":2,"percentile":89.81018981018981,"dataset_id":"naptan_stops","dataset_name":"NaPTAN — national public transport access nodes"},{"indicator":"poi_density","label":"POI density","value":11.82,"percentile":67.73226773226774,"dataset_id":"osm_poi_london","dataset_name":"OpenStreetMap POIs — London extract"},{"indicator":"traffic_aadf","label":"Passing road traffic","value":20757,"percentile":48.81944444444444,"dataset_id":"dft_aadf_2025","dataset_name":"DfT road traffic counts — AADF by count point"},{"indicator":"bus_stop_count","label":"Bus stop density","value":15,"percentile":36.51348651348651,"dataset_id":"naptan_stops","dataset_name":"NaPTAN — national public transport access nodes"},{"indicator":"auto_repair_count","label":"Auto repair businesses","value":0,"percentile":27.972027972027973,"dataset_id":"osm_poi_london","dataset_name":"OpenStreetMap POIs — London extract"},{"indicator":"auto_repair_per_10000_households","label":"Auto repair businesses per 10,000 households","value":0,"percentile":27.972027972027973,"dataset_id":"osm_poi_london","dataset_name":"OpenStreetMap POIs — London extract"}]},{"rank":11,"area":{"code":"E02000926","name":"Wandsworth 004","parent_name":"Wandsworth","region_name":"London","lat":51.4726,"lon":-0.17609},"opportunity_score":68.9,"demand":92.2,"market_gap":64.2,"people_flow":65.6,"accessibility":29,"growth":null,"affordability":null,"confidence":67.6,"supply_pressure":28,"supply_density":0,"competitors":0,"completeness":41.9,"explanation":["Structural demand is high (92/100) for this business type.","Competitor density is low (28/100 saturation) — the market looks underserved.","Estimated activity proxy is 66/100 (traffic, transit and employment — not measured footfall).","Households is in the top 1% nationally.","Total population is in the top 7% nationally."],"evidence":[{"indicator":"households","label":"Households","value":5552,"percentile":99.5004995004995,"dataset_id":"ons_census_ts041_msoa","dataset_name":"Census 2021 TS041: number of households (MSOA)"},{"indicator":"employment_rate","label":"Employment rate","value":74.37,"percentile":97.9020979020979,"dataset_id":"ons_census_ts066_msoa","dataset_name":"Census 2021 TS066: economic activity status (MSOA)"},{"indicator":"population_total","label":"Total population","value":11640,"percentile":93.10689310689311,"dataset_id":"ons_census_ts001_msoa","dataset_name":"Census 2021 TS001: number of usual residents (MSOA)"},{"indicator":"poi_density","label":"POI density","value":23.56,"percentile":85.51448551448551,"dataset_id":"osm_poi_london","dataset_name":"OpenStreetMap POIs — London extract"},{"indicator":"traffic_aadf","label":"Passing road traffic","value":28197,"percentile":68.47222222222223,"dataset_id":"dft_aadf_2025","dataset_name":"DfT road traffic counts — AADF by count point"},{"indicator":"rail_station_count","label":"Rail/underground stations","value":0,"percentile":37.96203796203797,"dataset_id":"naptan_stops","dataset_name":"NaPTAN — national public transport access nodes"},{"indicator":"auto_repair_count","label":"Auto repair businesses","value":0,"percentile":27.972027972027973,"dataset_id":"osm_poi_london","dataset_name":"OpenStreetMap POIs — London extract"},{"indicator":"auto_repair_per_10000_households","label":"Auto repair businesses per 10,000 households","value":0,"percentile":27.972027972027973,"dataset_id":"osm_poi_london","dataset_name":"OpenStreetMap POIs — London extract"},{"indicator":"bus_stop_count","label":"Bus stop density","value":12,"percentile":22.977022977022976,"dataset_id":"naptan_stops","dataset_name":"NaPTAN — national public transport access nodes"}]},{"rank":12,"area":{"code":"E02000369","name":"Hackney 025","parent_name":"Hackney","region_name":"London","lat":51.5362,"lon":-0.08044},"opportunity_score":68.4,"demand":95.9,"market_gap":68,"people_flow":56.9,"accessibility":22.7,"growth":null,"affordability":null,"confidence":64,"supply_pressure":28,"supply_density":0,"competitors":0,"completeness":31.4,"explanation":["Structural demand is high (96/100) for this business type.","Competitor density is low (28/100 saturation) — the market looks underserved.","Estimated activity proxy is 57/100 (traffic, transit and employment — not measured footfall).","Households is in the top 1% nationally.","Total population is in the top 2% nationally."],"evidence":[{"indicator":"households","label":"Households","value":5929,"percentile":99.80019980019979,"dataset_id":"ons_census_ts041_msoa","dataset_name":"Census 2021 TS041: number of households (MSOA)"},{"indicator":"population_total","label":"Total population","value":13458,"percentile":98.4015984015984,"dataset_id":"ons_census_ts001_msoa","dataset_name":"Census 2021 TS001: number of usual residents (MSOA)"},{"indicator":"employment_rate","label":"Employment rate","value":67.41,"percentile":87.06293706293707,"dataset_id":"ons_census_ts066_msoa","dataset_name":"Census 2021 TS066: economic activity status (MSOA)"},{"indicator":"poi_density","label":"POI density","value":21.94,"percentile":83.71628371628371,"dataset_id":"osm_poi_london","dataset_name":"OpenStreetMap POIs — London extract"},{"indicator":"rail_station_count","label":"Rail/underground stations","value":0,"percentile":37.96203796203797,"dataset_id":"naptan_stops","dataset_name":"NaPTAN — national public transport access nodes"},{"indicator":"auto_repair_count","label":"Auto repair businesses","value":0,"percentile":27.972027972027973,"dataset_id":"osm_poi_london","dataset_name":"OpenStreetMap POIs — London extract"},{"indicator":"auto_repair_per_10000_households","label":"Auto repair businesses per 10,000 households","value":0,"percentile":27.972027972027973,"dataset_id":"osm_poi_london","dataset_name":"OpenStreetMap POIs — London extract"},{"indicator":"bus_stop_count","label":"Bus stop density","value":9,"percentile":12.487512487512488,"dataset_id":"naptan_stops","dataset_name":"NaPTAN — national public transport access nodes"}]},{"rank":13,"area":{"code":"E02000564","name":"Islington 011","parent_name":"Islington","region_name":"London","lat":51.5523,"lon":-0.11375},"opportunity_score":68.2,"demand":88.2,"market_gap":60.2,"people_flow":61.4,"accessibility":49.3,"growth":null,"affordability":null,"confidence":67.6,"supply_pressure":28,"supply_density":0,"competitors":0,"completeness":41.9,"explanation":["Structural demand is high (88/100) for this business type.","Competitor density is low (28/100 saturation) — the market looks underserved.","Estimated activity proxy is 61/100 (traffic, transit and employment — not measured footfall).","Households is in the top 1% nationally.","Total population is in the top 4% nationally."],"evidence":[{"indicator":"households","label":"Households","value":5664,"percentile":99.7002997002997,"dataset_id":"ons_census_ts041_msoa","dataset_name":"Census 2021 TS041: number of households (MSOA)"},{"indicator":"population_total","label":"Total population","value":12420,"percentile":96.2037962037962,"dataset_id":"ons_census_ts001_msoa","dataset_name":"Census 2021 TS001: number of usual residents (MSOA)"},{"indicator":"employment_rate","label":"Employment rate","value":68.14,"percentile":89.6103896103896,"dataset_id":"ons_census_ts066_msoa","dataset_name":"Census 2021 TS066: economic activity status (MSOA)"},{"indicator":"poi_density","label":"POI density","value":26.54,"percentile":87.96203796203797,"dataset_id":"osm_poi_london","dataset_name":"OpenStreetMap POIs — London extract"},{"indicator":"rail_station_count","label":"Rail/underground stations","value":1,"percentile":81.21878121878122,"dataset_id":"naptan_stops","dataset_name":"NaPTAN — national public transport access nodes"},{"indicator":"traffic_aadf","label":"Passing road traffic","value":20838,"percentile":49.861111111111114,"dataset_id":"dft_aadf_2025","dataset_name":"DfT road traffic counts — AADF by count point"},{"indicator":"auto_repair_count","label":"Auto repair businesses","value":0,"percentile":27.972027972027973,"dataset_id":"osm_poi_london","dataset_name":"OpenStreetMap POIs — London extract"},{"indicator":"auto_repair_per_10000_households","label":"Auto repair businesses per 10,000 households","value":0,"percentile":27.972027972027973,"dataset_id":"osm_poi_london","dataset_name":"OpenStreetMap POIs — London extract"},{"indicator":"bus_stop_count","label":"Bus stop density","value":13,"percentile":27.972027972027973,"dataset_id":"naptan_stops","dataset_name":"NaPTAN — national public transport access nodes"}]},{"rank":14,"area":{"code":"E02000573","name":"Islington 020","parent_name":"Islington","region_name":"London","lat":51.5354,"lon":-0.10296},"opportunity_score":67.9,"demand":82,"market_gap":54,"people_flow":66.2,"accessibility":70.4,"growth":null,"affordability":null,"confidence":67.6,"supply_pressure":28,"supply_density":0,"competitors":0,"completeness":41.9,"explanation":["Structural demand is high (82/100) for this business type.","Competitor density is low (28/100 saturation) — the market looks underserved.","Estimated activity proxy is 66/100 (traffic, transit and employment — not measured footfall).","Households is in the top 4% nationally.","Total population is in the top 17% nationally."],"evidence":[{"indicator":"poi_density","label":"POI density","value":57.57,"percentile":98.1018981018981,"dataset_id":"osm_poi_london","dataset_name":"OpenStreetMap POIs — London extract"},{"indicator":"households","label":"Households","value":4921,"percentile":96.1038961038961,"dataset_id":"ons_census_ts041_msoa","dataset_name":"Census 2021 TS041: number of households (MSOA)"},{"indicator":"employment_rate","label":"Employment rate","value":67.21,"percentile":86.7132867132867,"dataset_id":"ons_census_ts066_msoa","dataset_name":"Census 2021 TS066: economic activity status (MSOA)"},{"indicator":"population_total","label":"Total population","value":10313,"percentile":82.66733266733267,"dataset_id":"ons_census_ts001_msoa","dataset_name":"Census 2021 TS001: number of usual residents (MSOA)"},{"indicator":"rail_station_count","label":"Rail/underground stations","value":1,"percentile":81.21878121878122,"dataset_id":"naptan_stops","dataset_name":"NaPTAN — national public transport access nodes"},{"indicator":"bus_stop_count","label":"Bus stop density","value":21,"percentile":63.13686313686314,"dataset_id":"naptan_stops","dataset_name":"NaPTAN — national public transport access nodes"},{"indicator":"traffic_aadf","label":"Passing road traffic","value":20179,"percentile":46.38888888888889,"dataset_id":"dft_aadf_2025","dataset_name":"DfT road traffic counts — AADF by count point"},{"indicator":"auto_repair_count","label":"Auto repair businesses","value":0,"percentile":27.972027972027973,"dataset_id":"osm_poi_london","dataset_name":"OpenStreetMap POIs — London extract"},{"indicator":"auto_repair_per_10000_households","label":"Auto repair businesses per 10,000 households","value":0,"percentile":27.972027972027973,"dataset_id":"osm_poi_london","dataset_name":"OpenStreetMap POIs — London extract"}]},{"rank":15,"area":{"code":"E02000747","name":"Newham 034","parent_name":"Newham","region_name":"London","lat":51.5126,"lon":0.00897},"opportunity_score":67.9,"demand":96,"market_gap":13.4,"people_flow":92.4,"accessibility":97.7,"growth":null,"affordability":null,"confidence":67.6,"supply_pressure":82.6,"supply_density":5.5,"competitors":3,"completeness":41.9,"explanation":["Structural demand is high (96/100) for this business type.","Competitor density is high (83/100 saturation) — expect a crowded market.","Estimated activity proxy is 92/100 (traffic, transit and employment — not measured footfall).","Passing road traffic is in the top 2% nationally.","Households is in the top 1% nationally."],"evidence":[{"indicator":"rail_station_count","label":"Rail/underground stations","value":11,"percentile":99.4005994005994,"dataset_id":"naptan_stops","dataset_name":"NaPTAN — national public transport access nodes"},{"indicator":"households","label":"Households","value":5447,"percentile":99.3006993006993,"dataset_id":"ons_census_ts041_msoa","dataset_name":"Census 2021 TS041: number of households (MSOA)"},{"indicator":"traffic_aadf","label":"Passing road traffic","value":118144,"percentile":97.98611111111111,"dataset_id":"dft_aadf_2025","dataset_name":"DfT road traffic counts — AADF by count point"},{"indicator":"population_total","label":"Total population","value":13097,"percentile":97.9020979020979,"dataset_id":"ons_census_ts001_msoa","dataset_name":"Census 2021 TS001: number of usual residents (MSOA)"},{"indicator":"bus_stop_count","label":"Bus stop density","value":43,"percentile":96.5034965034965,"dataset_id":"naptan_stops","dataset_name":"NaPTAN — national public transport access nodes"},{"indicator":"auto_repair_count","label":"Auto repair businesses","value":3,"percentile":91.6083916083916,"dataset_id":"osm_poi_london","dataset_name":"OpenStreetMap POIs — London extract"},{"indicator":"employment_rate","label":"Employment rate","value":67.43,"percentile":87.21278721278722,"dataset_id":"ons_census_ts066_msoa","dataset_name":"Census 2021 TS066: economic activity status (MSOA)"},{"indicator":"auto_repair_per_10000_households","label":"Auto repair businesses per 10,000 households","value":5.51,"percentile":82.56743256743256,"dataset_id":"osm_poi_london","dataset_name":"OpenStreetMap POIs — London extract"},{"indicator":"poi_density","label":"POI density","value":14.06,"percentile":72.22777222777222,"dataset_id":"osm_poi_london","dataset_name":"OpenStreetMap POIs — London extract"}]},{"rank":16,"area":{"code":"E02000936","name":"Wandsworth 014","parent_name":"Wandsworth","region_name":"London","lat":51.4542,"lon":-0.2144},"opportunity_score":67.9,"demand":82,"market_gap":54.1,"people_flow":71.2,"accessibility":62.5,"growth":null,"affordability":null,"confidence":67.6,"supply_pressure":28,"supply_density":0,"competitors":0,"completeness":41.9,"explanation":["Structural demand is high (82/100) for this business type.","Competitor density is low (28/100 saturation) — the market looks underserved.","Estimated activity proxy is 71/100 (traffic, transit and employment — not measured footfall).","Passing road traffic is in the top 27% nationally.","Households is in the top 10% nationally."],"evidence":[{"indicator":"employment_rate","label":"Employment rate","value":71.67,"percentile":95.00499500499501,"dataset_id":"ons_census_ts066_msoa","dataset_name":"Census 2021 TS066: economic activity status (MSOA)"},{"indicator":"households","label":"Households","value":4382,"percentile":90.15984015984016,"dataset_id":"ons_census_ts041_msoa","dataset_name":"Census 2021 TS041: number of households (MSOA)"},{"indicator":"rail_station_count","label":"Rail/underground stations","value":1,"percentile":81.21878121878122,"dataset_id":"naptan_stops","dataset_name":"NaPTAN — national public transport access nodes"},{"indicator":"traffic_aadf","label":"Passing road traffic","value":30660,"percentile":72.91666666666666,"dataset_id":"dft_aadf_2025","dataset_name":"DfT road traffic counts — AADF by count point"},{"indicator":"population_total","label":"Total population","value":9366,"percentile":67.43256743256744,"dataset_id":"ons_census_ts001_msoa","dataset_name":"Census 2021 TS001: number of usual residents (MSOA)"},{"indicator":"poi_density","label":"POI density","value":7.7,"percentile":56.543456543456536,"dataset_id":"osm_poi_london","dataset_name":"OpenStreetMap POIs — London extract"},{"indicator":"bus_stop_count","label":"Bus stop density","value":18,"percentile":50.0999000999001,"dataset_id":"naptan_stops","dataset_name":"NaPTAN — national public transport access nodes"},{"indicator":"auto_repair_count","label":"Auto repair businesses","value":0,"percentile":27.972027972027973,"dataset_id":"osm_poi_london","dataset_name":"OpenStreetMap POIs — London extract"},{"indicator":"auto_repair_per_10000_households","label":"Auto repair businesses per 10,000 households","value":0,"percentile":27.972027972027973,"dataset_id":"osm_poi_london","dataset_name":"OpenStreetMap POIs — London extract"}]},{"rank":17,"area":{"code":"E02000531","name":"Hounslow 006","parent_name":"Hounslow","region_name":"London","lat":51.4791,"lon":-0.31593},"opportunity_score":67.8,"demand":88.7,"market_gap":31.8,"people_flow":79.4,"accessibility":88.5,"growth":null,"affordability":null,"confidence":67.6,"supply_pressure":56.8,"supply_density":2,"competitors":1,"completeness":41.9,"explanation":["Structural demand is high (89/100) for this business type.","Estimated activity proxy is 79/100 (traffic, transit and employment — not measured footfall).","Passing road traffic is in the top 15% nationally.","Households is in the top 4% nationally."],"evidence":[{"indicator":"households","label":"Households","value":4936,"percentile":96.2037962037962,"dataset_id":"ons_census_ts041_msoa","dataset_name":"Census 2021 TS041: number of households (MSOA)"},{"indicator":"bus_stop_count","label":"Bus stop density","value":38,"percentile":93.35664335664336,"dataset_id":"naptan_stops","dataset_name":"NaPTAN — national public transport access nodes"},{"indicator":"population_total","label":"Total population","value":11583,"percentile":92.8071928071928,"dataset_id":"ons_census_ts001_msoa","dataset_name":"Census 2021 TS001: number of usual residents (MSOA)"},{"indicator":"traffic_aadf","label":"Passing road traffic","value":48994,"percentile":84.58333333333333,"dataset_id":"dft_aadf_2025","dataset_name":"DfT road traffic counts — AADF by count point"},{"indicator":"rail_station_count","label":"Rail/underground stations","value":1,"percentile":81.21878121878122,"dataset_id":"naptan_stops","dataset_name":"NaPTAN — national public transport access nodes"},{"indicator":"employment_rate","label":"Employment rate","value":64.63,"percentile":75.22477522477521,"dataset_id":"ons_census_ts066_msoa","dataset_name":"Census 2021 TS066: economic activity status (MSOA)"},{"indicator":"auto_repair_count","label":"Auto repair businesses","value":1,"percentile":67.23276723276723,"dataset_id":"osm_poi_london","dataset_name":"OpenStreetMap POIs — London extract"},{"indicator":"auto_repair_per_10000_households","label":"Auto repair businesses per 10,000 households","value":2.03,"percentile":56.84315684315684,"dataset_id":"osm_poi_london","dataset_name":"OpenStreetMap POIs — London extract"},{"indicator":"poi_density","label":"POI density","value":6.9,"percentile":52.94705294705294,"dataset_id":"osm_poi_london","dataset_name":"OpenStreetMap POIs — London extract"}]},{"rank":18,"area":{"code":"E02000941","name":"Wandsworth 019","parent_name":"Wandsworth","region_name":"London","lat":51.4519,"lon":-0.18279},"opportunity_score":67.6,"demand":86.9,"market_gap":58.9,"people_flow":63.7,"accessibility":50.6,"growth":null,"affordability":null,"confidence":64,"supply_pressure":28,"supply_density":0,"competitors":0,"completeness":31.4,"explanation":["Structural demand is high (87/100) for this business type.","Competitor density is low (28/100 saturation) — the market looks underserved.","Estimated activity proxy is 64/100 (traffic, transit and employment — not measured footfall).","Households is in the top 15% nationally.","Total population is in the top 19% nationally."],"evidence":[{"indicator":"employment_rate","label":"Employment rate","value":74.04,"percentile":97.7022977022977,"dataset_id":"ons_census_ts066_msoa","dataset_name":"Census 2021 TS066: economic activity status (MSOA)"},{"indicator":"households","label":"Households","value":4138,"percentile":84.61538461538461,"dataset_id":"ons_census_ts041_msoa","dataset_name":"Census 2021 TS041: number of households (MSOA)"},{"indicator":"population_total","label":"Total population","value":10174,"percentile":81.01898101898102,"dataset_id":"ons_census_ts001_msoa","dataset_name":"Census 2021 TS001: number of usual residents (MSOA)"},{"indicator":"bus_stop_count","label":"Bus stop density","value":20,"percentile":58.99100899100899,"dataset_id":"naptan_stops","dataset_name":"NaPTAN — national public transport access nodes"},{"indicator":"poi_density","label":"POI density","value":6.42,"percentile":51.498501498501504,"dataset_id":"osm_poi_london","dataset_name":"OpenStreetMap POIs — London extract"},{"indicator":"rail_station_count","label":"Rail/underground stations","value":0,"percentile":37.96203796203797,"dataset_id":"naptan_stops","dataset_name":"NaPTAN — national public transport access nodes"},{"indicator":"auto_repair_count","label":"Auto repair businesses","value":0,"percentile":27.972027972027973,"dataset_id":"osm_poi_london","dataset_name":"OpenStreetMap POIs — London extract"},{"indicator":"auto_repair_per_10000_households","label":"Auto repair businesses per 10,000 households","value":0,"percentile":27.972027972027973,"dataset_id":"osm_poi_london","dataset_name":"OpenStreetMap POIs — London extract"}]},{"rank":19,"area":{"code":"E02000957","name":"Wandsworth 035","parent_name":"Wandsworth","region_name":"London","lat":51.4248,"lon":-0.16373},"opportunity_score":67.4,"demand":82.8,"market_gap":54.8,"people_flow":62.3,"accessibility":67.9,"growth":null,"affordability":null,"confidence":67.6,"supply_pressure":28,"supply_density":0,"competitors":0,"completeness":41.9,"explanation":["Structural demand is high (83/100) for this business type.","Competitor density is low (28/100 saturation) — the market looks underserved.","Estimated activity proxy is 62/100 (traffic, transit and employment — not measured footfall).","Households is in the top 9% nationally.","Total population is in the top 12% nationally."],"evidence":[{"indicator":"employment_rate","label":"Employment rate","value":69.38,"percentile":91.6083916083916,"dataset_id":"ons_census_ts066_msoa","dataset_name":"Census 2021 TS066: economic activity status (MSOA)"},{"indicator":"households","label":"Households","value":4420,"percentile":90.70929070929071,"dataset_id":"ons_census_ts041_msoa","dataset_name":"Census 2021 TS041: number of households (MSOA)"},{"indicator":"population_total","label":"Total population","value":10861,"percentile":88.31168831168831,"dataset_id":"ons_census_ts001_msoa","dataset_name":"Census 2021 TS001: number of usual residents (MSOA)"},{"indicator":"rail_station_count","label":"Rail/underground stations","value":1,"percentile":81.21878121878122,"dataset_id":"naptan_stops","dataset_name":"NaPTAN — national public transport access nodes"},{"indicator":"poi_density","label":"POI density","value":13.96,"percentile":71.72827172827174,"dataset_id":"osm_poi_london","dataset_name":"OpenStreetMap POIs — London extract"},{"indicator":"bus_stop_count","label":"Bus stop density","value":20,"percentile":58.99100899100899,"dataset_id":"naptan_stops","dataset_name":"NaPTAN — national public transport access nodes"},{"indicator":"traffic_aadf","label":"Passing road traffic","value":20142,"percentile":46.18055555555556,"dataset_id":"dft_aadf_2025","dataset_name":"DfT road traffic counts — AADF by count point"},{"indicator":"auto_repair_count","label":"Auto repair businesses","value":0,"percentile":27.972027972027973,"dataset_id":"osm_poi_london","dataset_name":"OpenStreetMap POIs — London extract"},{"indicator":"auto_repair_per_10000_households","label":"Auto repair businesses per 10,000 households","value":0,"percentile":27.972027972027973,"dataset_id":"osm_poi_london","dataset_name":"OpenStreetMap POIs — London extract"}]},{"rank":20,"area":{"code":"E02000480","name":"Havering 017","parent_name":"Havering","region_name":"London","lat":51.571,"lon":0.16532},"opportunity_score":66.9,"demand":83.5,"market_gap":55.6,"people_flow":54.6,"accessibility":71.2,"growth":null,"affordability":null,"confidence":67.6,"supply_pressure":28,"supply_density":0,"competitors":0,"completeness":41.9,"explanation":["Structural demand is high (84/100) for this business type.","Competitor density is low (28/100 saturation) — the market looks underserved.","Estimated activity proxy is 55/100 (traffic, transit and employment — not measured footfall).","Households is in the top 3% nationally.","Bus stop density is in the top 7% nationally."],"evidence":[{"indicator":"population_total","label":"Total population","value":13842,"percentile":99.000999000999,"dataset_id":"ons_census_ts001_msoa","dataset_name":"Census 2021 TS001: number of usual residents (MSOA)"},{"indicator":"households","label":"Households","value":5012,"percentile":96.8031968031968,"dataset_id":"ons_census_ts041_msoa","dataset_name":"Census 2021 TS041: number of households (MSOA)"},{"indicator":"bus_stop_count","label":"Bus stop density","value":38,"percentile":93.35664335664336,"dataset_id":"naptan_stops","dataset_name":"NaPTAN — national public transport access nodes"},{"indicator":"employment_rate","label":"Employment rate","value":62.58,"percentile":63.23676323676324,"dataset_id":"ons_census_ts066_msoa","dataset_name":"Census 2021 TS066: economic activity status (MSOA)"},{"indicator":"traffic_aadf","label":"Passing road traffic","value":23611,"percentile":58.333333333333336,"dataset_id":"dft_aadf_2025","dataset_name":"DfT road traffic counts — AADF by count point"},{"indicator":"rail_station_count","label":"Rail/underground stations","value":0,"percentile":37.96203796203797,"dataset_id":"naptan_stops","dataset_name":"NaPTAN — national public transport access nodes"},{"indicator":"auto_repair_count","label":"Auto repair businesses","value":0,"percentile":27.972027972027973,"dataset_id":"osm_poi_london","dataset_name":"OpenStreetMap POIs — London extract"},{"indicator":"auto_repair_per_10000_households","label":"Auto repair businesses per 10,000 households","value":0,"percentile":27.972027972027973,"dataset_id":"osm_poi_london","dataset_name":"OpenStreetMap POIs — London extract"},{"indicator":"poi_density","label":"POI density","value":0.3,"percentile":6.793206793206793,"dataset_id":"osm_poi_london","dataset_name":"OpenStreetMap POIs — London extract"}]}],"notes":["People flow is an estimated proxy (traffic + transit + employment), not measured footfall.","Market gap is a heuristic: demand percentile minus supply-pressure percentile.","Missing dimensions are excluded and reflected in the confidence score."]}