Energy QC clean AI-training-safe

European Power Generation by Fuel Type

Actual electricity generation split by fuel (nuclear, gas, wind, solar, hydro, …) for every European bidding zone - the generation mix, cleaned from ENTSO-E into one Parquet.

53.1M
rows
40
zones
2018-2026
coverage
326.7 MB
download
Source
ENTSO-E
Licence
Redistributable open data
Updates
Intraday
Data through
2026-07-31
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

  • Generation by fuel type, all ~40 EU zones, 2018-2026
  • Fuel codes decoded to names (Nuclear, Fossil Gas, Wind Offshore, …)
  • One row per zone × fuel × interval; flat + partitioned
  • Feeds energy-mix, carbon-intensity and renewables analytics

Schema

ColumnTypeDescriptionFilledDistinct
zone str Bidding zone 100.0% 40
ts timestamp (UTC) Measurement time 100.0% 300,864
fuel str Decoded production type 100.0% 21
gen_mw float Generation, MW 100.0% 1,232,857
unit str Unit 100.0% 1
res_min int Native resolution in minutes (15/30/60) 100.0% 3

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: ENTSO-E (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-generation-by-fuel_sample.parquet")
df.info()   # typed columns, gap-aware, ready to join
⬇ Download free Parquet sample or CSV for Excel
Coverage: 40 zones

AT · BE · BG · CH · CZ · DE_LU · DK1 · DK2 · EE · ES · FI · FR · GR · HR · HU · IE_SEM · IT_CALA · IT_CNOR · IT_CSUD · IT_NORD · IT_SARD · IT_SICI · IT_SUD · LT · LV · NL · NO1 · NO2 · NO3 · NO4 · NO5 · PL · PT · RO · SE1 · SE2 · SE3 · SE4 · SI · SK