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Retrieving and verifying the requested analytical release. Result data loads before optional map boundaries and source checks.
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DATA LAB · RESEARCH & EVIDENCE
Explore seven research areas, with published findings, methods and traceable sources.
Test the latest model using original new price, age and mileage. UK petrol/diesel research estimates, with optional feedback.
Frozen research · 19 October 2026Open labMOT Data LabMileage, vehicle age, propulsion and repeatability across years.
December 2024–December 2025; 2022-01-01–2025-12-31 roadworthinessOpen labSTATS19 Data LabCollision and casualty outcomes, with explicit exposure limits.
2016–2025Open labPostcode Risk LabGeographic components and persistence using published road and hazard evidence.
2016–2025Open labConnected Car Data LabDocumented OEM and aggregator routes, signals and coverage evidence.
Source-specific periodsOpen labInsurance Fraud Data LabDetected fraud, injury-claim pressure, uninsured driving, ghost broking and customer-harm guardrails.
Evidence released to 2026-09-28Open labPublic Motor DataA register of supporting motor datasets in the approved release.
Source-specific periodsOpen labReproduce the frozen London baseline and no-qualifications study with all model inputs, independent calculation checks, fresh bootstrap refits and five mileage scenarios.
Exploratory analysis · Reproduced calculations · exploratory predictive evidence · England national baseline · 33 London authorities assessed · Inputs 2018–2025 · assessments 2023–2025Open current study →Earlier analyses retain their original scope and results.
GUIDED EVIDENCE & WORKED EXAMPLE
Find supported answers across six released studies, follow each answer to its evidence, and work through the London model scorecard from frozen predictions to an exported research review.
VALIDATION & ROBUSTNESS
Read consistent evidence records for six released studies, trace changes through the master pipeline, compare model scores and see which data has already been inspected. Review voluntary valuation reports by cohort without mixing asking prices and completed sales.
Review all 40 nationally banded features together and ten separate raw-value extensions. Inspect calibration, conditional gain intervals and mileage sensitivity before recording feature decisions.
Exploratory analysis · Exploratory joint GLM review · England and Wales · 32,789 development LSOAs · Development 2022–2023 · previously inspected diagnostics 2024–2025Open current study →Earlier analyses retain their original scope and results.
Follow the original matched authority study through exploratory models, robustness checks and learned adjacent decile bands. The national joint GLM is a separate study with a different population.
Exploratory analysis · Exploratory adjacent-band analysis · England · eligible authority cohorts · Development and assessments 2016–2025Open current study →Earlier analyses retain their original scope and results.
Compare raw and adjusted rates across 137 English authorities, with rurality, traffic, housing and socioeconomic controls and whole-region prediction checks.
Exploratory analysis · Exploratory adjusted analysis · England · 137 authorities · 2021–2025Open current study →Earlier analyses retain their original scope and results.
Inspect frozen 2025 authority predictions, geographic validation and annual tail comparisons alongside the separate conditional LSOA mileage pilot.
Exploratory analysis · Exploratory persistence analysis · England · authority evidence and separate LSOA pilot · Authority evidence 2021–2025 · LSOA pilot 2021–2024Open current study →Earlier analyses retain their original scope and results.
£1.16bn reported by ABI members. Detection is not the same as underlying incidence; inspect the revisions and evidence boundary.
Open the free-data lab →MOT MILEAGE · December 2024–December 2025Annualised mileage in the matched vehicle cohort. Explore the distribution and the two December snapshots.
Inspect MOT mileage →GEOGRAPHIC ROAD EVIDENCE · 2016–2025Explore the released authority-level map and its later-year assessment. These are not postcode-level insurance claims.
Explore the map →The Labs and Lens trackers read the same approved release. Separately frozen exploratory studies show their own version and approval status. A failed update retains the last valid published findings.