MarvinBregiosa/us-truck-fatalities-fars-2018-2024
US Truck Fatalities (FARS) — 2018–2024 Row-level dataset of every fatal motor-vehicle crash in the United States, 2018–2024, where at least one vehicle was a medium or heavy truck (FARS BODY_TYP codes 60–69). Filtered from NHTSA's Fatality Analysis Reporting System (FARS) National CSV downloads. Published interactive report based on this data: 👉 Vision Zero Report Card 2026 — accidentlawyerreview.com Reproducible Python pipeline (the join script that produced this CSV from raw… See the full description on the dataset page: https://huggingface.co/datasets/MarvinBregiosa/us-truck-fatalities-fars-2018-2024.
US Truck Fatalities (FARS) — 2018–2024
Row-level dataset of every fatal motor-vehicle crash in the United States, 2018–2024, where at least one vehicle was a medium or heavy truck (FARS BODY_TYP codes 60–69). Filtered from NHTSA's Fatality Analysis Reporting System (FARS) National CSV downloads.
Published interactive report based on this data: 👉 [Vision Zero Report Card 2026 — accidentlawyerreview.com](https://accidentlawyerreview.com/research/vision-zero-report-card/)
Reproducible Python pipeline (the join script that produced this CSV from raw FARS zips): [github.com/MarvinBregiosa/vision-zero-fars](https://github.com/MarvinBregiosa/vision-zero-fars)
Related publications:
- Build notes + bugs (Astro + Python): dev.to write-up
- Policy framing: Vision Zero is failing in 8 of 17 cities, on Medium
- On DOIs for indie data: From CSV to citable, on Hashnode
- Permanent DOI: 10.5281/zenodo.20487070 — Zenodo archive of this same dataset.
What's in the dataset
truck_fatal_crashes_2018_2024.csv — 33,898 rows, 9 columns:
Definition of "truck-involved"
Medium and heavy commercial trucks per FARS BODY_TYP coding:
Passenger pickups under 10,000 lb GVWR are excluded — that's the standard NHTSA / IIHS truck-crash definition.
Headline finding from the report
Of 17 US cities that formally adopted Vision Zero, only 10 cut truck-involved fatalities from a 2018–2019 baseline to the 2023–2024 average. 8 saw them rise. New York City — the first major US Vision Zero adopter (2014) — saw truck deaths rise +13.1% over the same period.
The full ranked report with sortable tables, per-city sparklines, and methodology lives at [accidentlawyerreview.com/research/vision-zero-report-card](https://accidentlawyerreview.com/research/vision-zero-report-card/).
Reproducing the filtered dataset from raw FARS
git clone https://github.com/MarvinBregiosa/vision-zero-fars
cd vision-zero-fars
mkdir -p data
for yr in 2018 2019 2020 2021 2022 2023 2024; do
curl -o "data/FARS${yr}NationalCSV.zip" \
"https://static.nhtsa.gov/nhtsa/downloads/FARS/${yr}/National/FARS${yr}NationalCSV.zip"
unzip -d "data/" "data/FARS${yr}NationalCSV.zip"
done
python3 analyze.pyCaveats before you build models on this
- Small annual counts at the city level are noisy. Most cities have single-digit truck-fatality counts per year. Aggregate across years before drawing conclusions.
- City boundaries vary. FARS uses FIPS city codes; through-route crashes at city limits sometimes attribute to the surrounding county instead of the city, so urban truck-deaths are likely undercounted for cities with major interstate-through-routes.
- 2024 is the FARS Annual Report File (preliminary), released April 2026. The Final File will replace it in 2027 and may revise individual counts slightly.
- Geocoding quality varies. Lat/lon is populated for ~98% of crashes but precision varies by state (some rural states snap to road midpoints).
License & attribution
Released under CC BY 4.0. If you use the data, please cite:
AccidentLawyerReview Editorial Team. Vision Zero Report Card 2026: Truck Deaths in 19 Major US Cities. Published 27 May 2026. <https://accidentlawyerreview.com/research/vision-zero-report-card/>
About
AccidentLawyerReview is an independent public-data directory of US personal-injury law firms. The Crash Atlas series — including this Vision Zero Report Card — is a sister data-research project published alongside the directory. Not a law firm. Not legal advice.
