Transport QC clean AI-training-safe

European Transport

The land-transport pulse of Europe in one panel: rail freight (thousand tonnes) and rail passengers (million passenger-km), plus the passenger-car fleet and new-car registrations split by fuel (total / petrol / diesel). Cleaned from Eurostat transport statistics into one tidy annual per-country table - the mobility and fleet-transition signal that complements our road-freight and air-passenger products.

11K
rows
42
zones
2000-2026
coverage
0.2 MB
download
Source
Eurostat
Licence
Redistributable open data
Updates
Annual
Data through
2026-06-01
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

  • Rail freight (kt) + rail passengers (M pkm) per country
  • Passenger-car fleet and new-car registrations by fuel (total/petrol/diesel)
  • Every European country, annual, 2000→present - the modal + fleet picture
  • Source: Eurostat (CC-BY-4.0) - EU/EFTA + candidate geos

Schema

ColumnTypeDescriptionFilledDistinct
zone str Country (ISO-2) 100.0% 42
ts timestamp (UTC) Year 100.0% 120
indicator str Rail freight / Rail passengers / Car fleet (total/petrol/diesel) / New car registrations (total/petrol/diesel) 100.0% 12
value float Value 100.0% 10,601
unit str Unit 100.0% 5
res_min int Native resolution (annual) 100.0% 2

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-land-transport_sample.parquet")
df.info()   # typed columns, gap-aware, ready to join
⬇ Download free Parquet sample or CSV for Excel
Coverage: 42 zones

AL · AT · BA · BE · BG · CH · CY · CZ · DE · DK · EE · EL · ES · FI · FR · GE · HR · HU · IE · IS · IT · LI · LT · LU · LV · MD · ME · MK · MT · NL · NO · PL · PT · RO · RS · SE · SI · SK · TR · UA · UK · XK