claritystorm/vehicle-safety-profile
Vehicle Safety Profile — Under Review New purchases paused. Existing joined vehicle profile; timeline and derived flags are under review. Verified coverage: Model years 2010–2023. Records: 33,686 vehicle-year profiles. This repository contains a 1,000-row public sample, not the full package. A sample does not establish complete historical coverage. Limitations New purchases are paused. The promised timeline table is not present. Every complaint_trend is stable… See the full description on the dataset page: https://huggingface.co/datasets/claritystorm/vehicle-safety-profile.
Vehicle Safety Profile — Under Review
New purchases paused.
Existing joined vehicle profile; timeline and derived flags are under review.
Verified coverage: Model years 2010–2023.
Records: 33,686 vehicle-year profiles.
This repository contains a 1,000-row public sample, not the full package. A sample does not establish complete historical coverage.
Limitations
- New purchases are paused. The promised timeline table is not present.
- Every complainttrend is stable and every donotdriveflag is zero; these fields must not be treated as verified trends or absence of safety warnings.
- The delivered model years are 2010–2023, not 1985–2025. Fatality counts are not exposure-adjusted rates.
Package upload: 2026-03-31. Listing reviewed: 2026-09-18. These dates do not extend source coverage. This review did not refresh the data.
Existing package tables
Counts are per table, not independent events. Full field names and types are on the dataset page.
Inspect the public CSV
import pandas as pd
df = pd.read_csv("sample_1000.csv")
print(df.shape)
print(df.columns.tolist())
print(df.head())Availability
The full product is unavailable for new purchases while the issues above are resolved. Previously advertised unsupported coverage and features are withdrawn.
New annual update subscriptions and bundle purchases are paused. Existing customers retain their purchase download access and can contact support@claritystorm.com for assistance.