Transport QC clean AI-training-safe

European EV Charging Buildout (EAFO)

The installed base of electric-vehicle recharging points across Europe, per country over time - the European mirror of the US EV-charging buildout. From the European Alternative Fuels Observatory (EAFO/DG MOVE): the AFIR-methodology quarterly AC/DC split (2020→present) plus the pre-AFIR annual totals (2012-2019), stitched into one clean multi-country Parquet keyed by country code. Note: AFIR counts recharging POINTS (connectors), not stations/sites.

2K
rows
31
zones
2012-2026
coverage
0.5 MB
download
Source
EU EAFO
Licence
Redistributable open data
Updates
Quarterly
Data through
2026-06-30
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

  • Cumulative recharging points per European country - EU27 + 30+ countries incl. UK, NO, CH
  • AC / DC split and total; quarterly (2020→present) + annual back to 2012
  • The European mobility-transition buildout signal; joins macro/energy by country code
  • Counts recharging POINTS (connectors), not stations - documented in the product
  • CC-BY-4.0 (EU) - commercial reuse with attribution
  • Source: European Alternative Fuels Observatory (EAFO), © European Union

Schema

ColumnTypeDescriptionFilledDistinct
zone str Country (ISO-2, or EU27 aggregate) 100.0% 31
ts timestamp (UTC) Quarter-end (AFIR) or year-end (pre-2020) 100.0% 34
metric str AC / DC / Total recharging points 100.0% 3
value float Cumulative recharging points 100.0% 2,002
unit str Unit 100.0% 1
res_min int Cadence (quarterly=131400 / annual=525600) 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: EU EAFO (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-ev-charging-buildout_sample.parquet")
df.info()   # typed columns, gap-aware, ready to join
⬇ Download free Parquet sample or CSV for Excel
Coverage: 31 zones

AT · BE · BG · CH · CY · DE · DK · EE · ES · EU27 · FI · FR · GB · GR · HR · HU · IE · IS · IT · LT · LU · LV · MT · NL · NO · PL · PT · RO · SE · SI · SK