Data Sources
Technical identity, operating principles, applications and diagnostic links for Data Sources.
Alphabetical technical index
EU Vehicle Type-Approval Framework
Official source layer connecting EU whole-vehicle, system and component type-approval law with document identifiers, scope and effective dates.
Japan MLIT Recall Information
Official layer tracking Japanese vehicle recalls and improvement measures with original-language titles, filing dates and manufacturer links.
NHTSA recalls data
A daily updated official data layer for US safety recalls.
NHTSA safety ratings
An official data layer for US NCAP crash and rollover ratings.
NHTSA vPIC Official Data Layer
A manufacturer-submission-based source for VIN, WMI, manufacturer, make and vehicle variables focused on the US market.
Otodunyam DTC Application Research Layer V2
An evidence-gated internal research layer that maps 1,839 source rows into 1,420 canonical DTC headings and 1,470 meaningful diagnostic variants.
RDW vehicle type approvals
An open-data layer for Dutch and European vehicle type-approval records.
Türkiye Automotive Industry OSD Publications
Primary industry source enriching Türkiye automotive production, export, market and industrial-history records with periodical reports.
UK DVSA Vehicle Recalls
Enterprise source layer for UK vehicle recall data, activated only after authorised access and terms are in place.
UNECE WP.29 regulations
A global reference layer for vehicle safety, environmental performance and technical regulations.
Wikidata automotive identity layer
A CC0 structured-data layer for linking marques, models, people, countries and historical identities.