latest update:
[apexdb]

dataset download

Download Vehicle Data

Download vehicle data for local analysis and matching.

Built for

Analytics and data-platform teams that need repeatable local joins across a large vehicle portfolio.

why it matters

What this helps solve

Ad hoc source extracts drift in schema and provenance, making portfolio reruns difficult to reproduce and expensive to audit.

Every release carries a snapshot version, file manifest, source ledger, schema counts, and evaluation bundle.
CSV, JSON, and SQLite delivery options support warehouse loading, notebooks, and offline matching workflows.

coverage and freshness

Coverage for the current release

Hard external-identifier coverage
98.02%

Share of export-cleared variants linked to at least one hard external identifier — a source-owned key that resolves to exactly one variant, so joins never rely on name or specification matching.

Combined CO2 coverage
37.68%

Share of export-cleared variants with a sourced combined CO2 emissions value in grams per kilometre.

Electric range coverage
2.30%

Share of electric and plug-in hybrid variants with a sourced WLTP electric range value.

Freshness policy
Weekly refresh

Maximum age 8 days. Oldest measured source refresh: 2026-09-15.

Apex is designed for weekly source-aware releases, but automated publication remains pending explicit production activation; each source keeps its measured fetch date and may follow a longer upstream publication cadence.

delivery contract

Versioned files for local use

JSON snapshot
application/json
CSV snapshot
text/csv
SQLite snapshot
application/x-sqlite3
Parquet snapshot
application/vnd.apache.parquet
Evaluation sample
133 records
release 2026-09-15.2

details

What to evaluate

Built for local analysis

The download keeps canonical variant identifiers, normalized units, and source evidence together so warehouse models can join once and preserve the release used by each analysis.

Inspect before licensing

The evaluation bundle exposes representative rows, file sizes, schema counts, source notes, and checksums where available, allowing technical and legal review before purchase.

scope boundaries

Keep these limits visible

  • The snapshot is versioned reference data, not a live telematics feed or a substitute for source-registry verification.
  • Redistribution and attribution remain subject to the per-source terms documented with the release.
  • Not a regulatory type-approval or emissions-compliance certification.
  • Not a consumer valuation, repair, or vehicle-purchase recommendation service.