Energy QC clean AI-training-safe

European Energy Dependency & Renewables

Both sides of the energy-security coin in one clean Parquet: how much energy each European country must IMPORT (net-import dependency, total and by fuel) AND how much it now gets from RENEWABLES (share of overall final energy, electricity, transport and heating/cooling - the official Renewable Energy Directive metric). One row per country × measure × year since 2000. The core energy-security-and-transition gauge; joins to energy prices, gas flows and generation.

7K
rows
40
zones
2000-2025
coverage
0.1 MB
download
Source
Eurostat
Licence
Redistributable open data
Updates
Annual
Data through
2025-01-01
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

  • Net-import dependency (all products + solid/oil/gas) AND renewable share (overall/electricity/transport/heating)
  • Every European country, annual, 2000-present - the 2022 shock and the transition response
  • The headline energy-security + decarbonisation metrics in one sheet
  • One row per country × measure × year; joins to energy prices, gas flows, generation
  • Source: Eurostat (CC-BY-4.0, Decision 2011/833/EU) - EU/EFTA + candidate & neighbourhood geos

Schema

ColumnTypeDescriptionFilledDistinct
zone str Geo / country code (DE, FR, IT, …) 100.0% 40
ts timestamp (UTC) Year 100.0% 26
series str Import dependency: all products / solid / oil / gas 100.0% 8
value float Net-import dependency (%) 100.0% 4,579
unit str Unit 100.0% 5
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-energy-dependency_sample.parquet")
df.info()   # typed columns, gap-aware, ready to join
⬇ Download free Parquet sample or CSV for Excel
Coverage: 40 zones

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