{"generated":"2026-09-08T17:46:23.912Z","window":"2025-09 to 2026-08","weights":[{"metric":"crime.all","weight":1}],"metrics":[{"id":"crime.all","label":"All recorded crime","unit":"per 1,000 residents","note":"Every offence the Metropolitan Police recorded in this postcode district over twelve months, per 1,000 residents. It counts shoplifting and theft from the person alongside burglary, and divides all of it by the people who live here rather than the people who pass through, so districts with a town centre or a big station read higher than the residential streets inside them. The breakdown below is how to tell those apart.","source":"crime-mps","measuredAt":"2026-08","grain":"lsoa","better":"lower","scored":true,"denominatorLabel":"residents"},{"id":"crime.burglary-dwelling","label":"Burglary of a home","unit":"per 1,000 households","note":"Per 1,000 households, because burglary risk scales with dwellings rather than with people. Break-ins to sheds and garages are counted separately and are not in this figure.","source":"crime-mps","measuredAt":"2026-08","grain":"lsoa","better":"lower","scored":false,"denominatorLabel":"households"},{"id":"crime.vehicle","label":"Vehicle crime","unit":"per 1,000 households with a vehicle","note":"Per 1,000 households that have a car or van. Dividing by people instead would make car-free inner areas look safe when they simply have nothing to steal.","source":"crime-mps","measuredAt":"2026-08","grain":"lsoa","better":"lower","scored":false,"denominatorLabel":"households with a vehicle"},{"id":"crime.violence-injury","label":"Violence with injury","unit":"per 1,000 residents","note":"Per 1,000 residents. Violence without injury, stalking and harassment are recorded separately and are not in this figure.","source":"crime-mps","measuredAt":"2026-08","grain":"lsoa","better":"lower","scored":false,"denominatorLabel":"residents"},{"id":"crime.robbery-personal","label":"Robbery of a person","unit":"per 1,000 residents","note":"Per 1,000 residents. Robbery of business property is counted separately.","source":"crime-mps","measuredAt":"2026-08","grain":"lsoa","better":"lower","scored":false,"denominatorLabel":"residents"},{"id":"crime.criminal-damage","label":"Criminal damage and arson","unit":"per 1,000 residents","note":"Per 1,000 residents.","source":"crime-mps","measuredAt":"2026-08","grain":"lsoa","better":"lower","scored":false,"denominatorLabel":"residents"},{"id":"crime.theft-person","label":"Theft from the person","unit":"per 1,000 residents","note":"Shown per 1,000 residents but NOT scored, because it is driven by how many people pass through rather than how many live there. On a station forecourt or a shopping street this number says nothing about the street you would live on. A proper figure needs Census workday population, which is not yet wired in.","source":"crime-mps","measuredAt":"2026-08","grain":"lsoa","better":"lower","scored":false,"denominatorLabel":"residents"},{"id":"crime.shoplifting","label":"Shoplifting","unit":"per 1,000 residents","note":"Not scored. It measures how much retail an area has, not how safe it is — the same reason theft from the person is excluded.","source":"crime-mps","measuredAt":"2026-08","grain":"lsoa","better":"lower","scored":false,"denominatorLabel":"residents"},{"id":"crime.drugs","label":"Drug offences","unit":"per 1,000 residents","note":"Not scored. Possession offences are almost entirely a record of where police were looking and who they stopped, so comparing neighbourhoods on this compares policing, not drugs.","source":"crime-mps","measuredAt":"2026-08","grain":"lsoa","better":"lower","scored":false,"denominatorLabel":"residents"},{"id":"crime.public-order","label":"Public order offences","unit":"per 1,000 residents","note":"Not scored, for the same reason as drug offences: recorded public order is closely tied to police presence and to the night-time economy.","source":"crime-mps","measuredAt":"2026-08","grain":"lsoa","better":"lower","scored":false,"denominatorLabel":"residents"},{"id":"tenure.private-rented","label":"Households privately renting","unit":"% of households","note":"The share of households renting from a private landlord or letting agency at the 2021 census. Shown as context, not as a good or a bad thing: it says how much of the local stock is available to rent at all, and it tracks how much a street turns over.","source":"census-2021","measuredAt":"2021-03-21","grain":"lsoa","better":"higher","scored":false,"denominatorLabel":"households"},{"id":"demographics.white-pct","label":"European population","unit":"% of residents","note":"The proportion of residents in this postcode district identifying as White in the 2021 Census (table TS021). Carried as a filterable gate rather than a general quality score.","source":"census-2021","measuredAt":"2021-03-21","grain":"lsoa","better":"higher","scored":false,"denominatorLabel":"residents"},{"id":"rent.2bed","label":"Two-bed, advertised","unit":"£ a month","note":"The interquartile mean of what two-bedroom homes are being advertised at in this postcode district right now, across Rightmove, Zoopla and OnTheMarket. Asking rents on new lets, not achieved rents on existing tenancies — which is what somebody searching today is actually quoted, and it runs ahead of the ONS index rather than alongside it. Asked for by district, so it covers exactly this page's area with no radius and no apportionment. The interquartile mean means one absurd penthouse does not move it, but a district answered from a dozen listings is a thinner claim than one answered from two hundred, and the count is shown beside it. Converted from the weekly figure PropertyData publish at 52/12 weeks a month.","source":"rents-propertydata","measuredAt":"2026-09-08","grain":"lad","better":"lower","scored":false,"denominatorLabel":"live listings analysed"},{"id":"access.park","label":"Walk to a park","unit":"minutes' walk","note":"To the nearest way in to a public park, garden or playing field — an access point, not the boundary, because a park with railings is a wall for most of its perimeter. Golf courses, cemeteries, religious grounds and allotments are excluded even though Ordnance Survey counts them as greenspace, and so are playgrounds. Measured in a straight line from each LSOA's population-weighted centroid to the nearest one, then averaged across the LSOAs on this page weighted by their populations. Minutes assume 80 metres a minute and a detour factor of 1.3, because streets do not run in straight lines — that factor is the biggest source of error here, and a walk along a railway or a river can be much worse than it. It says a park is there, not whether the gate is open on a Sunday evening.","source":"greenspace","measuredAt":"2026-04","grain":"lsoa","better":"lower","scored":false,"denominatorLabel":null},{"id":"access.station","label":"Walk to a station","unit":"minutes' walk","note":"To the nearest tube, rail, DLR, Overground or Elizabeth line station. Bus stops are excluded: almost every London address is minutes from one, so counting them would make this the same number everywhere. Stations just outside the boundary are included, because one is still the nearest station to somebody living inside it. Distances are to the station point rather than to an entrance — Transport for London publishes entrances for only a minority of stations, and measuring some to a gate and the rest to a centre would be less consistent. Measured in a straight line from each LSOA's population-weighted centroid to the nearest one, then averaged across the LSOAs on this page weighted by their populations. Minutes assume 80 metres a minute and a detour factor of 1.3, because streets do not run in straight lines — that factor is the biggest source of error here, and a walk along a railway or a river can be much worse than it.","source":"stations","measuredAt":"2026-09","grain":"lsoa","better":"lower","scored":false,"denominatorLabel":null},{"id":"access.gym","label":"Walk to a gym","unit":"minutes' walk","note":"To the nearest gym or fitness centre of any kind, chain or independent. This comes from OpenStreetMap, which is volunteered: the large chains are mapped thoroughly, but a studio nobody has added is missing, and one that closed last year may still be here. Swimming pools and council leisure centres appear only if they are also tagged as a fitness centre. Measured in a straight line from each LSOA's population-weighted centroid to the nearest one, then averaged across the LSOAs on this page weighted by their populations. Minutes assume 80 metres a minute and a detour factor of 1.3, because streets do not run in straight lines — that factor is the biggest source of error here, and a walk along a railway or a river can be much worse than it.","source":"gyms","measuredAt":"2026-09","grain":"lsoa","better":"lower","scored":false,"denominatorLabel":null},{"id":"access.supermarket","label":"Walk to a supermarket","unit":"minutes' walk","note":"To the nearest supermarket — a full food shop, not a convenience store. shop=convenience is excluded on purpose: almost every London address is minutes from one, so counting them would make this the same number everywhere and answer nothing. This comes from OpenStreetMap, which is volunteered: the chains are mapped thoroughly, an independent grocer nobody has added is absent, and one that closed last year may still be present. Measured in a straight line from each LSOA's population-weighted centroid to the nearest one, then averaged across the LSOAs on this page weighted by their populations. Minutes assume 80 metres a minute and a detour factor of 1.3, because streets do not run in straight lines — that factor is the biggest source of error here, and a walk along a railway or a river can be much worse than it.","source":"supermarkets","measuredAt":"2026-09","grain":"lsoa","better":"lower","scored":false,"denominatorLabel":null},{"id":"cycle.blackfriars","label":"Cycle to Blackfriars","unit":"minutes by bicycle","note":"Road routing from each LSOA's population-weighted centroid to Blackfriars, averaged across this page's LSOAs weighted by population. It is a real route over the street network rather than a straight line, but the speed is OSRM's bicycle profile, which works out at about 12 km/h once turn and gradient penalties are applied — slower than a confident commuter and faster than a nervous one, so treat the ordering as firmer than the absolute number. It takes no account of how pleasant or safe the route is: forty minutes along a dual carriageway and forty minutes through parks are the same figure here.","source":"cycle-times","measuredAt":"2026-09","grain":"lsoa","better":"lower","scored":false,"denominatorLabel":"km by road"},{"id":"cycle.kings-cross","label":"Cycle to King's Cross St Pancras","unit":"minutes by bicycle","note":"Road routing from each LSOA's population-weighted centroid to King's Cross St Pancras, averaged across this page's LSOAs weighted by population. It is a real route over the street network rather than a straight line, but the speed is OSRM's bicycle profile, which works out at about 12 km/h once turn and gradient penalties are applied — slower than a confident commuter and faster than a nervous one, so treat the ordering as firmer than the absolute number. It takes no account of how pleasant or safe the route is: forty minutes along a dual carriageway and forty minutes through parks are the same figure here.","source":"cycle-times","measuredAt":"2026-09","grain":"lsoa","better":"lower","scored":false,"denominatorLabel":"km by road"},{"id":"cycle.oxford-circus","label":"Cycle to Oxford Circus","unit":"minutes by bicycle","note":"Road routing from each LSOA's population-weighted centroid to Oxford Circus, averaged across this page's LSOAs weighted by population. It is a real route over the street network rather than a straight line, but the speed is OSRM's bicycle profile, which works out at about 12 km/h once turn and gradient penalties are applied — slower than a confident commuter and faster than a nervous one, so treat the ordering as firmer than the absolute number. It takes no account of how pleasant or safe the route is: forty minutes along a dual carriageway and forty minutes through parks are the same figure here.","source":"cycle-times","measuredAt":"2026-09","grain":"lsoa","better":"lower","scored":false,"denominatorLabel":"km by road"},{"id":"cycle.waterloo","label":"Cycle to Waterloo","unit":"minutes by bicycle","note":"Road routing from each LSOA's population-weighted centroid to Waterloo, averaged across this page's LSOAs weighted by population. It is a real route over the street network rather than a straight line, but the speed is OSRM's bicycle profile, which works out at about 12 km/h once turn and gradient penalties are applied — slower than a confident commuter and faster than a nervous one, so treat the ordering as firmer than the absolute number. It takes no account of how pleasant or safe the route is: forty minutes along a dual carriageway and forty minutes through parks are the same figure here.","source":"cycle-times","measuredAt":"2026-09","grain":"lsoa","better":"lower","scored":false,"denominatorLabel":"km by road"},{"id":"cycle.canary-wharf","label":"Cycle to Canary Wharf","unit":"minutes by bicycle","note":"Road routing from each LSOA's population-weighted centroid to Canary Wharf, averaged across this page's LSOAs weighted by population. It is a real route over the street network rather than a straight line, but the speed is OSRM's bicycle profile, which works out at about 12 km/h once turn and gradient penalties are applied — slower than a confident commuter and faster than a nervous one, so treat the ordering as firmer than the absolute number. It takes no account of how pleasant or safe the route is: forty minutes along a dual carriageway and forty minutes through parks are the same figure here.","source":"cycle-times","measuredAt":"2026-09","grain":"lsoa","better":"lower","scored":false,"denominatorLabel":"km by road"},{"id":"cycle.london-bridge","label":"Cycle to London Bridge","unit":"minutes by bicycle","note":"Road routing from each LSOA's population-weighted centroid to London Bridge, averaged across this page's LSOAs weighted by population. It is a real route over the street network rather than a straight line, but the speed is OSRM's bicycle profile, which works out at about 12 km/h once turn and gradient penalties are applied — slower than a confident commuter and faster than a nervous one, so treat the ordering as firmer than the absolute number. It takes no account of how pleasant or safe the route is: forty minutes along a dual carriageway and forty minutes through parks are the same figure here.","source":"cycle-times","measuredAt":"2026-09","grain":"lsoa","better":"lower","scored":false,"denominatorLabel":"km by road"},{"id":"cycle.liverpool-st","label":"Cycle to Liverpool Street","unit":"minutes by bicycle","note":"Road routing from each LSOA's population-weighted centroid to Liverpool Street, averaged across this page's LSOAs weighted by population. It is a real route over the street network rather than a straight line, but the speed is OSRM's bicycle profile, which works out at about 12 km/h once turn and gradient penalties are applied — slower than a confident commuter and faster than a nervous one, so treat the ordering as firmer than the absolute number. It takes no account of how pleasant or safe the route is: forty minutes along a dual carriageway and forty minutes through parks are the same figure here.","source":"cycle-times","measuredAt":"2026-09","grain":"lsoa","better":"lower","scored":false,"denominatorLabel":"km by road"},{"id":"transit.st-pancras","label":"Train to St Pancras","unit":"minutes","note":"Typical off-peak public transport duration from the district's primary railway or tube station to St Pancras International (for Eurostar / high-speed trains). Direct Thameslink, Northern or Victoria line services are noted where available.","source":"stations","measuredAt":"2026-09","grain":"lad","better":"lower","scored":false,"denominatorLabel":null},{"id":"transit.gatwick","label":"Train to Gatwick","unit":"minutes","note":"Typical off-peak rail duration to London Gatwick Airport from this district, over the fastest sensible route: direct Thameslink where there is one, otherwise via London Bridge or Victoria for the Gatwick Express. It is a route time, not a door-to-door time — the walk to the station is the separate figure beside it, and neither includes waiting for the train.","source":"stations","measuredAt":"2026-09","grain":"lad","better":"lower","scored":false,"denominatorLabel":null},{"id":"transit.heathrow","label":"Train to Heathrow","unit":"minutes","note":"Typical off-peak rail duration to London Heathrow Airport from this district, over the fastest sensible route: the Elizabeth line where it is reachable, otherwise the Piccadilly line. It is a route time, not a door-to-door time — the walk to the station is the separate figure beside it, and neither includes waiting for the train.","source":"stations","measuredAt":"2026-09","grain":"lad","better":"lower","scored":false,"denominatorLabel":null}],"breakdowns":[{"id":"composition.ethnic-group","label":"Ethnic group","note":"From the 2021 census, in the five groups ONS publishes. It is here because it is worth knowing who your neighbours will be. It is not scored: nothing on this panel reaches the fit score, and no area is ranked up or down for it.","source":"census-2021","measuredAt":"2021-03-21","categories":["Asian, Asian British or Asian Welsh","Black, Black British, Black Welsh, Caribbean or African","Mixed or multiple ethnic groups","White","Other ethnic group"]}],"sources":{"aircraft-noise":{"title":"Night aircraft noise, Defra strategic noise maps","licence":"OGL v3","cadence":"five-yearly; Round 4 is the 2022 round, Round 5 is due 2027","grain":"50 m grid, resampled from a published 10 m grid","notes":"Lnight from Defra's Round 4 strategic noise mapping under the Environmental Noise Regulations: the annual average A-weighted sound level over 23:00-07:00, four metres above the ground, from every airport in England that is mapped. Over Greater London that is Heathrow and London City. THE LOWEST CONTOUR IS 35 dB AND THERE IS NOTHING BELOW IT: an area with no contour was not measured and found quiet, it produced no reading above the published cutoff, and most of London is in that position. It is modelled, not measured, and it is an annual average — it does not say that no aeroplane ever passes over, only how loud a year of them averages out to at night.","retrievedAt":"2026-09-05T15:30:46Z","from":["https://environment.data.gov.uk/spatialdata/airport-noise-all-metrics-england-round-4/wcs?service=WCS&version=2.0.1&request=GetCoverage&coverageId=dac9cba4-abe7-43bd-b8e9-8a83da52edd8__Airport_Noise_ALL_Lnight&format=image/tiff&subset=E(488000,565000)&subset=N(154000,202000)&scaleFactor=0.2"]},"census-2021":{"title":"Census 2021 topic summaries (NOMIS bulk)","licence":"OGL v3.0 (Crown copyright)","cadence":"static — Census 2021 is a one-off","grain":"LSOA 2021","notes":"Census day was 21 March 2021, mid-lockdown, which distorts London specifically: students were counted at term-time addresses many had left, and central and inner-east populations are depressed. The travel-to-work tables are unusable for 2021 and are deliberately not pulled. Small-cell perturbation means cross-tabulated counts at LSOA do not always sum consistently between tables.","retrievedAt":"2026-09-04T16:57:36Z","from":["https://www.nomisweb.co.uk/output/census/2021/census2021-ts001.zip","https://www.nomisweb.co.uk/output/census/2021/census2021-ts021.zip","https://www.nomisweb.co.uk/output/census/2021/census2021-ts041.zip","https://www.nomisweb.co.uk/output/census/2021/census2021-ts045.zip","https://www.nomisweb.co.uk/output/census/2021/census2021-ts054.zip"]},"council-tax":{"title":"Council tax levels set by local authorities in England","licence":"OGL v3","cadence":"annual, published in March for the financial year starting that April","grain":"billing authority","notes":"Table 10 of MHCLG's annual release: one row per billing authority, in pounds a year at Band D. Three figures are kept — the total on the bill including every precept, the authority's own charge, and the major precepting authority's, which in London is the GLA and is the same for all 33 boroughs. Bands A to H are not in the file and are not stored: they are fixed multiples of Band D in law (6/9 to 18/9), so deriving them is exact and storing them would be eight ways to drift. The release is annual and the previous years stay published, so the newest is resolved from the collection rather than pinned. The file is .ods — a zip of XML — and the columns are located by the words in their headers, because the sheet gains columns between releases.","retrievedAt":"2026-09-07T20:02:44Z","from":["https://assets.publishing.service.gov.uk/media/6a02eeeccd2e0e8b5b20b449/Table_10_2026-27.ods"]},"crime-mps":{"title":"MPS Recorded Crime: Geographic Breakdown","licence":"OGL v2.0","cadence":"monthly, published by the 6th","grain":"LSOA 2021, by offence type, by month","notes":"The source of record for every crime RATE (decision 0003). data.police.uk snaps locations to road centre-points and LSOA boundaries follow roads, so its per-area counts are wrong in a way that does not average out. This file is geocoded from the Met's own records. Series breaks: the CONNECT records migration in February 2024, and the Home Office reclassification in March 2019. Sexual offences are withheld at LSOA level, so LSOA totals do not sum to ward totals.","retrievedAt":"2026-09-08T17:44:34Z","from":["https://data.london.gov.uk/api/v2/dataset/mps-recorded-crime-geographic-breakdown-exy3m","https://data.london.gov.uk/download/exy3m/ff7/MPS%20LSOA%20Level%20Crime%20(most%20recent%2024%20months).csv"]},"cycle-times":{"title":"Cycling time from each LSOA to central anchors","licence":"Routing by OSRM over OpenStreetMap data, ODbL — © OpenStreetMap contributors","cadence":"on road network change","grain":"LSOA 2021","notes":"Door-to-door road routing from each LSOA's population-weighted centroid, not a straight line and not a radius. OSRM's bicycle profile averages about 12 km/h once turn and gradient penalties are applied, which is slower than a confident commuter and faster than a nervous one — the stored distance is the more durable number, and the page says which speed the minutes assume. It routes on the road and path network without regard to how pleasant or safe any of it is to ride, so a forty-minute ride down a dual carriageway and a forty-minute ride through parks are the same number here. Anchors are fixed destinations chosen as stand-ins for central London; they are not a recommendation, and a reader commuting elsewhere is not served by them.","retrievedAt":"2026-09-04T17:08:12Z","from":["https://routing.openstreetmap.de/routed-bike/table/v1/bike/"]},"geo-boundaries":{"title":"MSOA boundaries, generalised, London","licence":"OGL v3.0, and Contains OS data © Crown copyright and database right","cadence":"on boundary change","grain":"MSOA 2021","notes":"BGC (generalised to 20m, clipped to coastline), not BFC or BFE. BFC is tens of megabytes for precision invisible at page width, and BFE includes tidal water, which draws the Thames boroughs with a grey margin that makes the map look broken before a number is on it.","retrievedAt":"2026-09-04T16:57:40Z","from":["https://services1.arcgis.com/ESMARspQHYMw9BZ9/arcgis/rest/services/Middle_layer_Super_Output_Areas_December_2021_Boundaries_EW_BGC_V3"]},"geo-lookup":{"title":"Geographic spine: LSOA, MSOA, borough, and names","licence":"OGL v3.0 (ONS); Open Parliament Licence (MSOA names)","cadence":"on boundary change","grain":"LSOA 2021 / MSOA 2021 / LAD 2022","notes":"Filtered to London server-side by LAD22CD LIKE 'E09%', which is exact and needs no list of borough names to keep in step with boundary reviews. The LSOA11→LSOA21 table carries CHGIND; see decision 0002 for how each case is handled.","retrievedAt":"2026-09-04T13:34:56Z","from":["https://services1.arcgis.com/ESMARspQHYMw9BZ9/arcgis/rest/services/LSOA11_LSOA21_LAD22_EW_LU_v5","https://houseofcommonslibrary.github.io/msoanames/MSOA-Names-Latest2.csv","https://services1.arcgis.com/ESMARspQHYMw9BZ9/arcgis/rest/services/OA_LSOA_MSOA_EW_DEC_2021_LU_v3"]},"geo-lsoa-boundaries":{"title":"LSOA boundaries, generalised, London","licence":"OGL v3.0, and Contains OS data © Crown copyright and database right","cadence":"on boundary change","grain":"LSOA 2021","notes":"BGC, same reasoning as the MSOA boundaries. Five times as many polygons, because a postcode district is drawn as the union of the LSOAs that sit in it.","retrievedAt":"2026-09-04T17:40:41Z","from":["https://services1.arcgis.com/ESMARspQHYMw9BZ9/arcgis/rest/services/Lower_layer_Super_Output_Areas_December_2021_Boundaries_EW_BGC_V5"]},"greenspace":{"title":"OS Open Greenspace — parks and their access points","licence":"OS OpenData Licence (Contains OS data © Crown copyright and database right)","cadence":"twice yearly","grain":"site and access point","notes":"Access points, not polygons: distance to a park boundary is not distance to a way in, and in London the gap is routinely hundreds of metres. Filtered to 'Public Park Or Garden' and 'Playing Field' — OS also counts golf courses, cemeteries, religious grounds and allotments as greenspace, and Play Space is a playground rather than a park. This is publicly accessible greenspace by OS's definition, so it omits private communal gardens, and it carries no ownership or opening-hours attributes: it says a polygon is a park, not whether you can get in at seven on a Sunday. Coordinates are EPSG:27700 throughout.","retrievedAt":"2026-09-08T17:44:38Z","from":["https://api.os.uk/downloads/v1/products/OpenGreenspace/downloads?area=TQ&format=GML&redirect","https://api.os.uk/downloads/v1/products/OpenGreenspace/downloads?area=TL&format=GML&redirect"]},"gyms":{"title":"Gyms and fitness centres","licence":"ODbL — © OpenStreetMap contributors","cadence":"continuous upstream; refreshed with the monthly ingest","grain":"premises","notes":"OpenStreetMap leisure=fitness_centre, over the same London box as the stations. Coverage of the chains is good — PureGym, The Gym Group, Anytime Fitness, Fitness First and Virgin Active all appear in the dozens or hundreds — but this is a volunteered map, so an independent studio that nobody has added is simply absent, and a gym that closed last year may still be present. Brand names are folded to one spelling per chain; CrossFit affiliates trade under their own names and are matched on that. Swimming pools and council leisure centres are not included unless they are also tagged as a fitness centre. The locations themselves are never committed: the dataset carries a distance and a count.","retrievedAt":"2026-09-08T17:45:41Z","from":["https://overpass-api.de/api/interpreter"]},"lsoa-centroids":{"title":"LSOA population-weighted centroids, London","licence":"OGL v3.0, and Contains OS data © Crown copyright and database right","cadence":"on boundary change","grain":"LSOA 2021","notes":"Population-weighted, not geometric. The distinction is the whole point: a geometric centroid is the middle of the polygon, and in an LSOA containing a park, a reservoir or a rail yard that is not where anybody lives. Every distance metric on the site is measured from these points and then aggregated to the MSOA page weighted by LSOA population, so what is shown is the figure for a typical resident rather than for the middle of a shape.","retrievedAt":"2026-09-04T16:57:20Z","from":["https://services1.arcgis.com/ESMARspQHYMw9BZ9/arcgis/rest/services/LSOA_PopCentroids_EW_2021_V4"]},"overture":{"title":"Overture Maps places — gyms, studios and food shops","licence":"CDLA-Permissive-2.0 — © Overture Maps Foundation; includes OpenStreetMap (ODbL) and Meta and Foursquare data","cadence":"monthly releases upstream; refreshed with the monthly ingest","grain":"premises","notes":"Overture's places theme over the same London box as the stations, the categories a renter calls a gym or a supermarket (see overtureCategories). Read with the DuckDB CLI because Overture ships Parquet on S3 and nothing else; the box and the categories are pushed down so a few thousand rows arrive, not the planet. Each row carries Overture's confidence; src/places.ts drops the low end and merges the rest with OpenStreetMap, preferring the OSM name where both have the place. Coverage of independents is far better than OSM's; staleness is worse — a chain that closed years ago can still appear, which is what the confidence floor is for.","retrievedAt":"2026-09-08T17:46:18Z","from":["https://overturemaps-us-west-2.s3.us-west-2.amazonaws.com/release/2026-08-19.0/theme=places/type=place/"]},"postcodes":{"title":"Postcode to Output Area, LSOA and borough (best fit)","licence":"OGL v3.0, and Contains OS and Royal Mail data © Crown copyright and database right","cadence":"quarterly (February, May, August, November)","grain":"postcode unit","notes":"Best fit through Output Area, not point-in-polygon: that is the basis every LSOA-level statistic is built on, and mixing the two misallocates at boundaries. Aggregated to (LSOA, OA, postcode district) counts at ingest. Postcode districts do not nest inside LSOAs, so anything published at LSOA level has to be apportioned across them — see src/outcodes.ts for how, and what that assumes.","retrievedAt":"2026-09-04T17:40:22Z","from":["https://services1.arcgis.com/ESMARspQHYMw9BZ9/arcgis/rest/services/Postcode_to_OA_(2021)_to_LSOA_to_MSOA_to_LAD_to_CTYUA_to_RGN_to_CTRY_Best_Fit_Lookup_in_EW"]},"rents-propertydata":{"title":"Advertised rents and live listings, by postcode district","licence":"PropertyData API subscription — 60-day retention, no attribution required","cadence":"monthly, and it MUST be monthly: records expire after 60 days","grain":"postcode district","notes":"Asking rents on live listings aggregated from Rightmove, Zoopla and OnTheMarket, not achieved rents on existing tenancies — so it is what somebody searching today is quoted, which is the question, and it runs ahead of the ONS index rather than alongside it. 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