Dataset validation

NHTSA Vehicle Complaint CSV Sample

A validation sample for a possible vehicle complaint trend feed built from public NHTSA consumer complaint records. It is source-linked vehicle data infrastructure only, not a safety defect determination, vehicle-history report, repair advice, legal advice, insurance underwriting decision, or recall-completion claim.

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CSV /datasets/nhtsa-vehicle-complaints-sample.csv

odi_number,manufacturer,make,model,model_year,component,complaint_filed_date,incident_date,crash,fire,injuries,deaths,summary,source
SAMPLE-ODI-001,Honda (American Honda Motor Co.),HONDA,ACCORD,2018,ENGINE,2026-07-01,2026-06-29,false,false,0,0,Sample complaint narrative for engine trend validation,NHTSA complaints API-compatible sample
SAMPLE-ODI-002,Ford Motor Company,FORD,F-150,2024,ELECTRICAL SYSTEM,2026-06-25,2026-06-20,false,false,0,0,Sample complaint narrative for electrical-system monitoring,NHTSA consumer complaint validation sample
SAMPLE-ODI-003,Toyota Motor Engineering & Manufacturing,TOYOTA,CAMRY,2023,AIR BAGS,2026-06-18,2026-06-17,true,false,1,0,Sample complaint narrative for component trend response shape,NHTSA complaints response-shape sample

CSV Schema

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

odi_number
manufacturer
make
model
model_year
component
complaint_filed_date
incident_date
crash
fire
injuries
deaths
summary
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 quality, used-vehicle marketplace, automotive analytics, and OEM competitive-intelligence teams.
API subscription for make, model, model year, component, crash/fire/injury flag, filing-date, and trend watchlists.
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 complaints API
NHTSA consumer complaint records
NHTSA vPIC vehicle API