Operations
Data health
The public ingestion ledger. Failures never expose internal errors here: they show whether LondonGraph kept serving the last validated release.
213 of 295 datasets
| Dataset | State | Last success | Release | Rows |
|---|---|---|---|---|
| 5G everywhere, almostOfcom Connected Nations · annual | Current | 2 Aug 2026 | — | 33 |
| 9.1 million Londoners, by ageONS · census | Current | 31 Jul 2026 | — | 18 |
| A home, measured in years of payLand Registry · ONS · annual | Current | 31 Jul 2026 | — | 21 |
| A&E activity and pressure by trustNHS England A&E / NHS ODS · monthly | Current | 16 Sept 2026 | MSitAE-AUGUST-2026 | 60 |
| Affordable homes started and completedLondon Datastore · quarterly | Current | 1 Aug 2026 | Affordable Housing Starts and Completions - end of March 2026 | 66 |
| Age of dated numeric food-hygiene ratings by boroughFood Standards Agency · daily | Current | 16 Sept 2026 | Food hygiene register retrieved 2026-09-16 | 150 |
| Antibiotic prescribingNHS Business Services Authority / NHS England · monthly | Current | 16 Aug 2026 | 2026-05 prescribing; 2026-05 registered patients | 33 |
| Approved, refused, withdrawnPlanning London Datahub · daily | Current | 28 Sept 2026 | — | 3 |
| Below superfast broadbandOfcom Connected Nations · annual | Current | 2 Aug 2026 | Connected Nations Spring 2026 (January 2026 data) | 33 |
| Beyond ninety nightsInside Airbnb · quarterly | Current | 16 Sept 2026 | Inside Airbnb detailed London snapshot 2026-06-19 | 33 |
| Bike theft, mapped & seasonalPolice.uk · monthly | Current | 16 Sept 2026 | — | 36 |
| Built, but not boughtOfcom Connected Nations · annual | Current | 2 Aug 2026 | — | 33 |
| Business diversity by postcodeCompanies House · monthly | Current | 16 Sept 2026 | Live-company snapshot 2026-09-01 | 305 |
| Car-free LondonOffice for National Statistics / Nomis · census | Current | 2 Aug 2026 | Census 2021 TS045 | 4,994 |
| Census 2021 migration origin-destination flowsOffice for National Statistics / Nomis · census | Current | 1 Aug 2026 | Census 2021 ODMG01EW — MSOA | 461,983 |
| Census 2021 UK armed-forces veteran indicatorOffice for National Statistics / Nomis · census | Current | 2 Aug 2026 | Census 2021 TS071 | 1,002 |
| Census 2021 workplace origin-destination flowsOffice for National Statistics / Nomis · census | Current | 1 Aug 2026 | Census 2021 ODWP01EW — MSOA | 536,937 |
| Children in relative low-income familiesOffice for Health Improvement and Disparities · annual | Current | 16 Sept 2026 | Children in relative low-income families: 2024/25 | 165 |
| Children on free school mealsDepartment for Education · annual | Current | 2 Aug 2026 | Academic year 2025/26 | 33 |
| Children who are not in schoolDepartment for Education · annual | Current | 31 Jul 2026 | — | 32 |
| claimant-rate-by-borough-historySupporting LondonGraph dataset · monthly | Current | 16 Sept 2026 | 2026-08 | 1,980 |
| Class sizes across LondonDepartment for Education · annual | Current | 2 Aug 2026 | Academic year 2025/26 | 33 |
| Companies born in LondonCompanies House · annual | Current | 31 Jul 2026 | — | 37 |
| Companies born, companies dissolvedCompanies House · annual | Current | 31 Jul 2026 | — | 74 |
| Council budget versus outturnMinistry of Housing, Communities and Local Government · annual | Current | 2 Aug 2026 | Revenue and capital outturn 2024–25 | 66 |
| Council reserves and borrowingMinistry of Housing, Communities and Local Government · annual | Current | 2 Aug 2026 | Revenue and capital outturn 2024–25 | 66 |
| CQC ratings and care-home beds by London boroughCare Quality Commission · quarterly | Current | 4 Aug 2026 | 2026-08-04 | 33 |
| Cultural boroughsGLA Cultural Infrastructure Map · annual | Current | 31 Jul 2026 | — | 33 |
| Cyber crime reported by London businessesDSIT Cyber Security Breaches Survey · annual | Current | 2 Aug 2026 | Cyber Security Breaches Survey 2025/26 | 4 |
| Cycle parking by boroughTfL Cycling Infrastructure Database · annual | Current | 31 Jul 2026 | — | 33 |
| Data centres in London's planning recordPlanning London Datahub · quarterly | Current | 2 Aug 2026 | 2026-08-02 | 4 |
| Data-centre-related Planning Datahub applicationsPlanning London Datahub · quarterly | Current | 2 Aug 2026 | 2026-08-02 | 468 |
| Dementia diagnosisOffice for Health Improvement and Disparities · annual | Current | 16 Sept 2026 | Estimated dementia diagnosis rate: 2026 | 363 |
| Deprivation, neighbourhood by neighbourhoodMHCLG · irregular | Current | 1 Aug 2026 | English Indices of Deprivation 2025 — corrected File 7 | 4,994 |
| Diagnostic activity and waiting listsNHS England diagnostics / NHS ODS · monthly | Current | 16 Sept 2026 | DM01-JULY-2026 | 30 |
| Diagnostic waits across all 15 testsNHS England diagnostics / NHS ODS · monthly | Current | 16 Sept 2026 | DM01-JULY-2026 | 30 |
| Disability and unpaid careOffice for National Statistics / Nomis · census | Current | 2 Aug 2026 | Census 2021 TS038, TS039 | 4,994 |
| Every recent road collisionDepartment for Transport — STATS19 · annual | Current | 31 Jul 2026 | — | 50,626 |
| Faster cancer diagnosis by suspected cancer typeNHS England Cancer Waiting Times · monthly | Current | 16 Sept 2026 | 2026-07 | 18 |
| Fire Brigade incidents by weekday and hourLondon Fire Brigade · monthly | Current | 16 Sept 2026 | Incident records through 2026-07; partial latest month excluded from trends | 168 |
| Fire Brigade monthly incident resource measuresLondon Fire Brigade · monthly | Current | 16 Sept 2026 | Incident records through 2026-07; partial latest month excluded from trends | 90 |
| fire-detailed-propertySupporting LondonGraph dataset · irregular | Current | 16 Sept 2026 | Incident records through 2026-07; partial latest month excluded from trends | 40 |
| fire-special-servicesSupporting LondonGraph dataset · irregular | Current | 16 Sept 2026 | Incident records through 2026-07; partial latest month excluded from trends | 20 |
| fire-stop-codesSupporting LondonGraph dataset · irregular | Current | 16 Sept 2026 | Incident records through 2026-07; partial latest month excluded from trends | 12 |
| First and second pump median attendance by boroughLondon Fire Brigade · monthly | Current | 16 Sept 2026 | Incident records through 2026-07; partial latest month excluded from trends | 66 |
| Five years of collisionsDepartment for Transport — STATS19 · annual | Current | 31 Jul 2026 | — | 15 |
| Five-star food-hygiene share by borough and business typeFood Standards Agency · daily | Current | 16 Sept 2026 | Food hygiene register retrieved 2026-09-16 | 246 |
| Food-hygiene component scores by London boroughFood Standards Agency · daily | Current | 16 Sept 2026 | Food hygiene register retrieved 2026-09-16 | 90 |
| Fuel poverty, neighbourhood by neighbourhoodDESNZ · annual | Current | 1 Aug 2026 | Sub-regional fuel poverty 2026 report: 2024 data | 5,027 |
| Fuel type of cars tested in the London postal districtDVSA · annual | Current | 3 Aug 2026 | 2024–2025 | 10 |
| Geocoded transactions by borough in the latest Price Paid updateHM Land Registry · monthly | Current | 16 Sept 2026 | Price Paid monthly update retrieved 2026-09-16 | 33 |
| Gigabit LondonOfcom Connected Nations · annual | Current | 2 Aug 2026 | Connected Nations Spring 2026 (January 2026 data) | 33 |
| Home energy use by boroughDESNZ · annual | Current | 1 Aug 2026 | Latest sub-national electricity and gas releases | 66 |
| Homes are getting warmerEPC register (MHCLG) · monthly | Current | 16 Sept 2026 | — | 16 |
| Homes promised and builtLondon Datastore · quarterly | Current | 1 Aug 2026 | AMR 21 Chapter 1 KPIs Tables.xlsx | 9 |
| How far to the bankFinancial Conduct Authority · annual | Current | 2 Aug 2026 | — | 66 |
| How green is your ward?Greater London Authority · irregular | Current | 1 Aug 2026 | GLA Tree Canopy and Green Cover 2024 | 704 |
| How kitchens failFood Standards Agency · monthly | Current | 16 Sept 2026 | Food hygiene register retrieved 2026-09-16 | 3 |
| How London heatsEPC register (MHCLG) · monthly | Current | 16 Sept 2026 | — | 7 |
| How London moves: mode shareONS Census · census | Current | 31 Jul 2026 | — | 11 |
| How London says it feelsONS · annual | Current | 1 Aug 2026 | — | 48 |
| How long a Londoner getsOHID Fingertips · annual | Current | 31 Jul 2026 | — | 32 |
| How long London’s elective list has waitedNHS England RTT / NHS ODS · monthly | Current | 16 Sept 2026 | RTT-July-2026 | 7 |
| How long the engine takesLondon Fire Brigade · monthly | Current | 16 Sept 2026 | Incident records through 2026-07; partial latest month excluded from trends | 33 |
| How many of those years are good onesOHID Fingertips · annual | Current | 31 Jul 2026 | — | 32 |
| How old are London's companies?Companies House · monthly | Current | 16 Sept 2026 | Live-company snapshot 2026-09-01 | 6 |
| How old is that ratingFood Standards Agency · monthly | Current | 16 Sept 2026 | Food hygiene register retrieved 2026-09-16 | 5 |
| How wide the gap getsGender Pay Gap Service · annual | Current | 31 Jul 2026 | — | 5 |
| In through London, out through LondonHMRC uktradeinfo · monthly | Current | 16 Sept 2026 | — | 50 |
| Incidents by LFB station groundLondon Fire Brigade · monthly | Current | 16 Sept 2026 | Incident records through 2026-07; partial latest month excluded from trends | 102 |
| Indoor 4G, whichever network you useOfcom Connected Nations · annual | Current | 2 Aug 2026 | Connected Nations Spring 2026 (January 2026 data) | 33 |
| Inside Airbnb advertised nightly-price bands by room typeInside Airbnb · quarterly | Current | 16 Sept 2026 | Inside Airbnb detailed London snapshot 2026-06-19 | 24 |
| Inside Airbnb future-calendar availability bandsInside Airbnb · quarterly | Current | 16 Sept 2026 | Inside Airbnb detailed London snapshot 2026-06-19 | 6 |
| Inside Airbnb recent review activity by London boroughInside Airbnb · quarterly | Current | 16 Sept 2026 | Inside Airbnb detailed London snapshot 2026-06-19 | 33 |
| Landlord possession pressureMinistry of Justice · quarterly | Current | 1 Aug 2026 | 2026 Q1 | 66 |
| Live companies by SIC sectionCompanies House · monthly | Current | 16 Sept 2026 | Live-company snapshot 2026-09-01 | 21 |
| Live companies by two-digit SIC divisionCompanies House · monthly | Current | 16 Sept 2026 | Live-company snapshot 2026-09-01 | 88 |
| Live registered companies by broad sector and postcode districtCompanies House · monthly | Current | 16 Sept 2026 | Live-company snapshot 2026-09-01 | 2,797 |
| Live-company incorporation cohorts by sectorCompanies House · monthly | Current | 16 Sept 2026 | Live-company snapshot 2026-09-01 | 210 |
| Live-register company statusesCompanies House · monthly | Current | 16 Sept 2026 | Live-company snapshot 2026-09-01 | 12 |
| London ambulance handover timesNHS England Ambulance Quality Indicators · monthly | Current | 16 Sept 2026 | 2026-08 | 70 |
| London Ambulance response timesNHS England Ambulance Quality Indicators · monthly | Current | 16 Sept 2026 | 2026-08 | 416 |
| London cancer waiting-time standardsNHS England Cancer Waiting Times · monthly | Current | 16 Sept 2026 | 2026-07 | 48 |
| London in motionONS Census 2021 origin–destination data · irregular | Current | 1 Aug 2026 | Census 2021 workplace and migration flows — MSOA | 200 |
| London local-authority finance by boroughSupporting LondonGraph dataset · annual | Current | 2 Aug 2026 | Revenue and capital outturn 2024–25 | 33 |
| London NHS trust headquartersNHS Organisation Data Service · monthly | Current | 16 Sept 2026 | 2026-09-16 | 31 |
| London NHS waits at a glanceNHS England / NHS ODS · monthly | Current | 16 Sept 2026 | 01/12/2 | 168 |
| London residents in work, by industryNomis / ONS APS · quarterly | Current | 16 Sept 2026 | Oct 2024-Sep 2025 | 7 |
| London's alternative provisionDepartment for Education · annual | Current | 2 Aug 2026 | Academic year 2025/26 | 62 |
| London's climate vulnerabilityGreater London Authority · irregular | Current | 1 Aug 2026 | GLA Climate Risk Maps 2024 | 4,994 |
| London's commonest creaturesNBN Atlas · annual | Current | 31 Jul 2026 | — | 20 |
| London’s community health waiting listNHS England Community Health Services SitRep · monthly | Current | 16 Sept 2026 | July 2026 | 40 |
| London's core technology businessesNomis / ONS UK Business Counts · annual | Current | 2 Aug 2026 | UK Business Counts 2025 | 33 |
| London's CQC rating compositionCare Quality Commission · quarterly | Current | 4 Aug 2026 | 2026-08-04 | 5 |
| London's data-centre power demandGreater London Authority · irregular | Current | 2 Aug 2026 | London Data Centres Evidence Base 2025 | 2 |
| London's householdsOffice for National Statistics / Nomis · census | Current | 2 Aug 2026 | Census 2021 TS003, TS050, TS054 | 4,994 |
| London's housing conditionMinistry of Housing, Communities and Local Government · annual | Current | 2 Aug 2026 | English Housing Survey 2024 local-authority housing stock condition modelling | 33 |
| London's labour marketNomis / ONS APS · quarterly | Current | 16 Sept 2026 | Oct 2024-Sep 2025 | 60 |
| London's private-rent mapONS · annual | Current | 2 Aug 2026 | Private Rental Market in London: April 2025 to March 2026 | 174 |
| London's registered business sectorsCompanies House · monthly | Current | 16 Sept 2026 | Live-company snapshot 2026-09-01 | 10 |
| London's temporary-accommodation emergencyMHCLG · quarterly | Current | 1 Aug 2026 | Statutory homelessness detailed tables 2025 Q4 | 94 |
| Londoners in work, by occupationNomis / ONS APS · quarterly | Current | 16 Sept 2026 | Oct 2024-Sep 2025 | 9 |
| Long A&E waits by London trustNHS England A&E / NHS ODS · monthly | Current | 16 Sept 2026 | MSitAE-AUGUST-2026 | 36 |
| Long waits for community health servicesNHS England Community Health Services SitRep · monthly | Current | 16 Sept 2026 | July 2026 | 80 |
| Median advertised nightly price by borough and room typeInside Airbnb · quarterly | Current | 16 Sept 2026 | Inside Airbnb detailed London snapshot 2026-06-19 | 70 |
| MOT first-time pass rate, London against Great BritainDVSA · annual | Current | 3 Aug 2026 | 2024–2025 | 4 |
| MOT results by London postcode areaDVSA · annual | Current | 3 Aug 2026 | 2024–2025 | 36 |
| Multi-listing host concentration by London boroughInside Airbnb · quarterly | Current | 16 Sept 2026 | Inside Airbnb detailed London snapshot 2026-06-19 | 33 |
| Multi-SIC broad-sector co-location within companiesCompanies House · monthly | Current | 16 Sept 2026 | Live-company snapshot 2026-09-01 | 100 |
| NHS trust sitesSupporting LondonGraph dataset · irregular | Current | 16 Sept 2026 | 2026-09-16 | 3,562 |
| Numeric food-hygiene rating distribution by London boroughFood Standards Agency · daily | Current | 16 Sept 2026 | Food hygiene register retrieved 2026-09-16 | 180 |
| Numeric food-hygiene ratings by business typeFood Standards Agency · daily | Current | 16 Sept 2026 | Food hygiene register retrieved 2026-09-16 | 72 |
| One-year NHS waitsNHS England / NHS ODS · monthly | Current | 16 Sept 2026 | 01/12/2 | 21 |
| Overcrowded LondonOffice for National Statistics / Nomis · census | Current | 2 Aug 2026 | Census 2021 TS052 | 4,994 |
| Possession actions over timeMinistry of Justice · quarterly | Current | 1 Aug 2026 | 2026 Q1 | 1,807 |
| Prescribing actual cost by BNF chapterNHS Business Services Authority · monthly | Current | 16 Aug 2026 | 2026-05 prescribing; 2026-05 registered patients | 20 |
| Prescribing cost and volumeNHS Business Services Authority / NHS England · monthly | Current | 16 Aug 2026 | 2026-05 prescribing; 2026-05 registered patients | 33 |
| Prescribing net ingredient cost by BNF chapterNHS Business Services Authority · monthly | Current | 16 Aug 2026 | 2026-05 prescribing; 2026-05 registered patients | 20 |
| Prescribing quantity by BNF chapterNHS Business Services Authority · monthly | Current | 16 Aug 2026 | 2026-05 prescribing; 2026-05 registered patients | 20 |
| Preventable mortalityOffice for Health Improvement and Disparities · annual | Current | 16 Sept 2026 | Preventable mortality under 75: 2024 | 1,505 |
| Prices in the latest Price Paid monthly updateHM Land Registry · monthly | Current | 16 Sept 2026 | Price Paid monthly update retrieved 2026-09-16 | 11,097 |
| Private rent versus resident payONS / Nomis · annual | Current | 2 Aug 2026 | Private Rental Market in London: April 2025 to March 2026 | 64 |
| Property, build, tenure and transaction classifications in the latest Price Paid updateHM Land Registry · monthly | Current | 16 Sept 2026 | Price Paid monthly update retrieved 2026-09-16 | 11 |
| Qualifications across LondonOffice for National Statistics / Nomis · census | Current | 2 Aug 2026 | Census 2021 TS061, TS066, TS067 | 4,994 |
| Recorded stop-and-search legislation by monthSupporting LondonGraph dataset · monthly | Current | 16 Sept 2026 | Metropolitan Police stop and search 2026-02 to 2026-07 | 25 |
| Recorded street crime by typePolice.uk · monthly | Current | 16 Sept 2026 | 2026-07 | 111,113 |
| Recycling by boroughDefra · annual | Current | 1 Aug 2026 | 2024-25 | 33 |
| Registered CQC care services in LondonCare Quality Commission · quarterly | Current | 4 Aug 2026 | 2026-08-04 | 9,441 |
| Short lets by boroughInside Airbnb · quarterly | Current | 16 Sept 2026 | Inside Airbnb detailed London snapshot 2026-06-19 | 33 |
| Short-let listings relative to Census 2021 householdsInside Airbnb / Office for National Statistics · quarterly | Current | 16 Sept 2026 | Inside Airbnb detailed London snapshot 2026-06-19 | 66 |
| Smoking and physical activityOffice for Health Improvement and Disparities · annual | Current | 16 Sept 2026 | Adults who currently smoke: 2024; Physically active adults: 2024/25 | 942 |
| Somewhere to leave the bikeTfL Cycling Infrastructure Database · annual | Current | 31 Jul 2026 | — | 23,758 |
| Standalone 5G reaches LondonOfcom Connected Nations · annual | Current | 2 Aug 2026 | Connected Nations Spring 2026 (January 2026 data) | 33 |
| Stop and search by weekday and hourSupporting LondonGraph dataset · monthly | Current | 16 Sept 2026 | Metropolitan Police stop and search 2026-02 to 2026-07 | 168 |
| Stop and search object by outcomeSupporting LondonGraph dataset · monthly | Current | 16 Sept 2026 | — | 134 |
| Stop-and-search age band by recorded genderSupporting LondonGraph dataset · monthly | Current | 16 Sept 2026 | Metropolitan Police stop and search 2026-02 to 2026-07 | 17 |
| Stop-and-search outcome linkage and operational fieldsSupporting LondonGraph dataset · monthly | Current | 16 Sept 2026 | Metropolitan Police stop and search 2026-02 to 2026-07 | 15 |
| Stop-and-search self-defined ethnicity group by broad outcomeSupporting LondonGraph dataset · monthly | Current | 16 Sept 2026 | Metropolitan Police stop and search 2026-02 to 2026-07 | 13 |
| Suspensions and exclusionsDepartment for Education · quarterly | Current | 2 Aug 2026 | 2024/25 Summer term | 114 |
| Temporary accommodation by boroughMHCLG · quarterly | Current | 1 Aug 2026 | Statutory homelessness detailed tables 2025 Q4 | 31 |
| Ten and a half millionGLA demographic projections · annual | Current | 31 Jul 2026 | — | 31 |
| The air between the sensorsGreater London Authority — LAEI 2022 · irregular | Current | 1 Aug 2026 | LAEI 2022 concentration model — V1 | 6,364 |
| The anxiety mapONS · annual | Current | 1 Aug 2026 | — | 32 |
| The bicycle yearsTfL / London Datastore · monthly | Current | 16 Sept 2026 | — | 193 |
| The canopyGLA / GiGL · annual | Current | 31 Jul 2026 | — | 142,006 |
| The charities that surviveCharity Commission · monthly | Current | 16 Sept 2026 | — | 7 |
| The claimant rate by boroughNomis · monthly | Current | 16 Sept 2026 | 2026-08 | 33 |
| The elective waiting list, specialty by specialtyNHS England RTT / NHS ODS · monthly | Current | 16 Sept 2026 | RTT-July-2026 | 69 |
| The four-year gapOHID Fingertips · annual | Current | 31 Jul 2026 | — | 50 |
| The languages of LondonOffice for National Statistics / Nomis · census | Current | 2 Aug 2026 | Census 2021 TS024 | 33 |
| The most looked-up LondonWikimedia · daily | Current | 28 Sept 2026 | — | 12 |
| The noise under LondonDefra strategic noise mapping · irregular | Current | 1 Aug 2026 | Strategic noise mapping Round 4 — 2021 conditions | 6,364 |
| The ones who have stopped comingDepartment for Education · annual | Current | 31 Jul 2026 | — | 32 |
| The price of moneyBank of England · monthly | Current | 16 Aug 2026 | — | 319 |
| The short-let mapInside Airbnb · quarterly | Current | 16 Sept 2026 | Inside Airbnb detailed London snapshot 2026-06-19 | 92,638 |
| The speeds London can orderOfcom Connected Nations · annual | Current | 2 Aug 2026 | Connected Nations Spring 2026 (January 2026 data) | 4 |
| The stations London leans onLondon Datastore · annual | Current | 31 Jul 2026 | — | 25 |
| The wild cityNBN Atlas · annual | Current | 31 Jul 2026 | — | 5,000 |
| Trees for a climate that is comingGLA / GiGL · annual | Current | 31 Jul 2026 | — | 4 |
| Twenty years at the busiest stationsLondon Datastore · annual | Current | 31 Jul 2026 | — | 102 |
| Urgent suspected-cancer referrals seenNHS England Cancer Waiting Times / NHS ODS · monthly | Current | 16 Sept 2026 | 2026-07 | 16 |
| Vaccination coverage across LondonOffice for Health Improvement and Disparities · annual | Current | 16 Sept 2026 | MMR one dose at age 2: 2024/25; MMR two doses at age 5: 2024/25 | 993 |
| Warm boroughs and cold onesEPC register (MHCLG) · monthly | Current | 16 Sept 2026 | — | 33 |
| What a council home costsLondon Datastore · annual | Current | 31 Jul 2026 | — | 31 |
| What a mortgage actually costsBank of England · monthly | Current | 16 Aug 2026 | — | 957 |
| What a search producedPolice.uk · monthly | Current | 16 Sept 2026 | — | 35 |
| What affordable housing means in practiceLondon Datastore · quarterly | Current | 1 Aug 2026 | Affordable Housing Starts and Completions - end of March 2026 | 6 |
| What changed on the roadsDepartment for Transport · annual | Current | 31 Jul 2026 | — | 150 |
| What each borough has countedGLA / GiGL · annual | Current | 31 Jul 2026 | — | 33 |
| What each postcode district specialises inCompanies House · monthly | Current | 16 Sept 2026 | Live-company snapshot 2026-09-01 | 240 |
| What gets recordedNBN Atlas · annual | Current | 31 Jul 2026 | — | 8 |
| What happens after a crimePolice.uk · monthly | Current | 16 Sept 2026 | — | 243 |
| What homelessness duties achieveMHCLG · quarterly | Current | 1 Aug 2026 | Statutory homelessness detailed tables 2025 Q4 | 6 |
| What is on the roadDepartment for Transport · annual | Current | 31 Jul 2026 | — | 6 |
| What just soldHM Land Registry · monthly | Current | 16 Sept 2026 | Price Paid monthly update retrieved 2026-09-16 | 11,097 |
| What kind of cultureGLA Cultural Infrastructure Map · annual | Current | 31 Jul 2026 | — | 16 |
| What kind of propertyLondon Fire Brigade · monthly | Current | 16 Sept 2026 | Incident records through 2026-07; partial latest month excluded from trends | 8 |
| What London asks to buildPlanning London Datahub · daily | Current | 28 Sept 2026 | — | 40,000 |
| What London earnsONS · annual | Current | 31 Jul 2026 | — | 21 |
| What London is prescribedNHS Business Services Authority · monthly | Current | 16 Aug 2026 | 2026-05 prescribing; 2026-05 registered patients | 20 |
| What London pays men and womenGender Pay Gap Service · annual | Current | 31 Jul 2026 | — | 9 |
| What London plantsGLA / GiGL · annual | Current | 31 Jul 2026 | — | 20 |
| What London says it doesCompanies House · annual | Current | 31 Jul 2026 | — | 16 |
| What London's core technology businesses doNomis / ONS UK Business Counts · annual | Current | 2 Aug 2026 | UK Business Counts 2025 | 3 |
| What London's councils spendMinistry of Housing, Communities and Local Government · annual | Current | 2 Aug 2026 | Revenue and capital outturn 2024–25 | 88 |
| What London's shops sellOpenStreetMap contributors · quarterly | Current | 2 Aug 2026 | OpenStreetMap base 2026-08-02T00:51:11Z | 16 |
| What moves through the gatewaysHMRC uktradeinfo · monthly | Current | 16 Sept 2026 | — | 75 |
| What the fire brigade attendsLondon Fire Brigade · monthly | Current | 16 Sept 2026 | Incident records through 2026-07; partial latest month excluded from trends | 120 |
| What the world reads about LondonWikimedia · daily | Current | 28 Sept 2026 | — | 4,388 |
| What they were looking forPolice.uk · monthly | Current | 16 Sept 2026 | — | 45 |
| Where bikes get stolenPolice.uk · monthly | Current | 16 Sept 2026 | — | 14,956 |
| Where companies say they liveCompanies House · monthly | Current | 16 Sept 2026 | Live-company snapshot 2026-09-01 | 291 |
| Where council budgets goMinistry of Housing, Communities and Local Government · annual | Current | 2 Aug 2026 | Revenue and capital outturn 2024–25 | 11 |
| Where culture happensGLA Cultural Infrastructure Map · annual | Current | 31 Jul 2026 | — | 1,556 |
| Where London eats safelyFood Standards Agency · monthly | Current | 16 Sept 2026 | Food hygiene register retrieved 2026-09-16 | 3,675 |
| Where London's jewellery shops clusterOpenStreetMap contributors · quarterly | Current | 2 Aug 2026 | OpenStreetMap base 2026-08-02T00:51:11Z | 33 |
| Where London's shops areOpenStreetMap contributors · quarterly | Current | 2 Aug 2026 | OpenStreetMap base 2026-08-02T00:51:11Z | 43,222 |
| Where London's waste goesDefra · annual | Current | 1 Aug 2026 | 2024-25 | 4 |
| Where permission is easiestPlanning London Datahub · daily | Current | 28 Sept 2026 | — | 31 |
| Where technology companies registerCompanies House · monthly | Current | 16 Sept 2026 | Live-company snapshot 2026-09-01 | 30 |
| Where the brigade goesLondon Fire Brigade · monthly | Current | 16 Sept 2026 | Incident records through 2026-07; partial latest month excluded from trends | 52,385 |
| Where the charity money isCharity Commission · monthly | Current | 16 Sept 2026 | — | 10 |
| Where the fibre reachesOfcom Connected Nations · annual | Current | 2 Aug 2026 | — | 33 |
| Where the growth landsGLA demographic projections · annual | Current | 31 Jul 2026 | — | 33 |
| Where the salaries areONS · annual | Current | 31 Jul 2026 | — | 32 |
| Where the searches happenPolice.uk · monthly | Current | 16 Sept 2026 | — | 59,341 |
| Where the traffic isDepartment for Transport · annual | Current | 31 Jul 2026 | — | 2,050 |
| Which kinds of kitchen failFood Standards Agency · monthly | Current | 16 Sept 2026 | Food hygiene register retrieved 2026-09-16 | 12 |
| Who gets hurt on the roadsDepartment for Transport — STATS19 · annual | Current | 31 Jul 2026 | — | 41 |
| Who gets stopped and searchedPolice.uk · monthly | Current | 16 Sept 2026 | — | 102 |
| Who lives in each neighbourhoodOffice for National Statistics / Nomis · census | Current | 2 Aug 2026 | Census 2021 TS001, TS004, TS021, TS030 | 4,994 |
| Whole homes or spare roomsInside Airbnb · quarterly | Current | 16 Sept 2026 | Inside Airbnb detailed London snapshot 2026-06-19 | 4 |
| Year sixOHID Fingertips · annual | Current | 31 Jul 2026 | — | 32 |