Transport QC clean AI-training-safe

European Road Safety

Road-accident fatalities for every European country, split by where they happen - total, motorways, urban roads and rural roads - plus the death rate per million inhabitants. Cleaned from Eurostat's official SDG road-safety indicator into one tidy annual panel. The road-safety signal insurers, automakers and public-health researchers benchmark against, per country.

4K
rows
33
zones
2000-2024
coverage
0.1 MB
download
Source
Eurostat
Licence
Redistributable open data
Updates
Annual
Data through
2024-01-01
Quality
QC clean · 0 failures
Format
Apache Parquet + dictionary

Safe to train on

Built only from a named, redistributable official source under a documented open licence - not scraped web data. No copyright grey zone, no personal data. Ships machine-readable Croissant metadata (ML Commons - loads in Hugging Face / Kaggle / Google), an AI training-licence manifest documenting source, licence and provenance for your model's data governance, and a machine-readable data dictionary (drop it into an agent / RAG prompt so the model knows every column) - all inspectable before you buy.

What's included

  • Road deaths - total, motorways, urban roads, rural roads - per country
  • Plus the road death rate per million inhabitants
  • Every European country, annual, 2000→present (Eurostat SDG 11.40)
  • Joins the transport catalog by country; buyers: insurers, automotive, road-safety NGOs, public health
  • Source: Eurostat (CC-BY-4.0) - EU/EFTA + candidate geos

Schema

ColumnTypeDescriptionFilledDistinct
zone str Country (ISO-2) 100.0% 33
ts timestamp (UTC) Year 100.0% 25
indicator str Road deaths - total / motorways / urban / rural, or death rate 100.0% 5
value float Persons killed, or deaths per million inhabitants 100.0% 1,278
unit str Unit 100.0% 2
res_min int Native resolution (annual) 100.0% 1

Sample & preview

Every purchase ships as Apache Parquet with a data dictionary and the full QC report. A free sample (first rows + schema) is downloadable here - confirm fit before you buy. Source: Eurostat (redistributable open data; attribution passes through - see our Licence).

Don't trust screenshots - drop the sample into your notebook right now.

import pandas as pd
df = pd.read_parquet("european-road-safety_sample.parquet")
df.info()   # typed columns, gap-aware, ready to join
⬇ Download free Parquet sample or CSV for Excel
Coverage: 33 zones

AT · BE · BG · CH · CY · CZ · DE · DK · EE · EL · ES · FI · FR · HR · HU · IE · IS · IT · LI · LT · LU · LV · MT · NL · NO · PL · PT · RO · RS · SE · SI · SK · UK

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