Energy QC clean AI-training-safe

European Day

The day-ahead total scheduled-generation forecast for every European bidding zone, cleaned to one Parquet - the supply-side companion to the load forecast.

4.6M
rows
40
zones
2018-2026
coverage
72.0 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

  • Day-ahead generation forecast (MW), all ~40 EU zones, 2018-2026
  • Timestamped UTC; flat + partitioned layouts
  • Joins to actual generation on zone+ts

Schema

ColumnTypeDescriptionFilledDistinct
zone str Bidding zone 100.0% 40
ts timestamp (UTC) Target time 100.0% 300,864
forecast_gen_mw float Day-ahead forecast generation, MW 100.0% 1,218,844
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-forecast_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