Purchases paused

Vehicle Safety Profile — Under Review

Existing joined vehicle profile; timeline and derived flags are under review.

Snapshot coverage

Records: 33,686 vehicle-year profiles

Coverage: Model years 2010–2023

Format: CSV + Parquet

Package uploaded: 2026-03-31

Listing reviewed: 2026-09-18

The upload and review dates do not extend the source coverage. This is a dated snapshot; future updates are not included.

Full purchase unavailable

New purchases are paused while the package or its advertised features are corrected. The public sample remains available for inspection.

View 1,000-row sample

New annual update subscriptions are unavailable. Existing customers can use their purchase download links or contact support.

Known limitations

New purchases are paused. The promised timeline table is not present.
Every complaint_trend is stable and every do_not_drive_flag 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.

Files in the existing snapshot

Row counts are per table and should not be added as independent events. Expand a file to see its delivered Parquet field names and types.

vehicle_safety_profile.parquet — 33,686 rows · 19 fields

Field	Type
make	string
model	string
model_year	int64
complaint_count	int64
complaints_with_crash	int64
complaints_with_fire	int64
complaints_with_injury	int64
avg_miles_at_failure	double
top_complaint_component	string
first_complaint_date	string
complaint_trend	string
recall_count	int64
total_affected_units	int64
safety_recall_count	int64
do_not_drive_flag	int64
first_recall_date	string
has_safety_recall	int64
fatality_count	int64
fatal_crash_count	int64

Inspect the public CSV

import pandas as pd

df = pd.read_csv(
    "https://huggingface.co/datasets/claritystorm/vehicle-safety-profile/resolve/main/sample_1000.csv"
)
print(df.shape)
print(df.columns.tolist())
print(df.head())

This CSV is a sample, not the full package. It does not establish complete historical coverage or represent every field’s missingness. License details are on the Hugging Face card.

Source: government source portal · Dataset changelog