Dataset validation

Vehicle Safety Recall CSV Sample

A validation sample for a possible vehicle recall alert feed. The backend is not built yet; tracked requests and downloads decide whether automotive safety data is worth building.

Download CSV sample Request this dataset View current demo

CSV /datasets/vehicle-recalls-sample.csv

campaign_id,make,model,model_year,component,report_received_date,park_vehicle,source
19V060000,HONDA,ACCORD,2015,FUEL SYSTEM,2019-01-29,false,NHTSA
23V858000,HONDA,ACCORD,2015,FUEL SYSTEM GASOLINE,2023-12-18,false,NHTSA
26V203000,TOYOTA,COROLLA CROSS HYBRID,2025,HYBRID PROPULSION SYSTEM,2026-03-31,false,NHTSA

CSV Schema

The fields are intentionally simple so buyers can inspect the shape in spreadsheets, BI tools, and lightweight data pipelines.

campaign_id
make
model
model_year
component
report_received_date
park_vehicle
source

Monetization Hypothesis

This sample tests dataset and report-style demand before we invest in ingestion, export automation, or marketplace onboarding.

CSV/report subscription for fleet, dealer, and used-vehicle operations.
API subscription for automotive apps, leasing, insurance, and inventory tools.
Build only after tracked request, download, or exact-intent signals appear.

Public Sources

The full product would normalize public records into stable datasets and API endpoints only after validation gates are met.

NHTSA recalls API
NHTSA vPIC vehicle API