Weather QC clean AI-training-safe

European Weather by Power

Daily weather across 15 parameters - air temperature (mean/max/min), wind speed (10 m + 50 m hub-height) + direction, cloud cover, solarirradiance, relative humidity, dew point, precipitation, surface pressure and soil moisture (surface, root-zone & profile wetness) - for European power-market zones (ENTSO-E codes), at each country's centroid, from NASA POWER. Keyed on the same zone codes as the rest of the energy catalog so it joins prices, load and generation 1:1 - the weather drivers behind every demand and renewable forecast.

2.5M
rows
40
zones
2015-2026
coverage
19.9 MB
download
Source
NASA POWER
Licence
Redistributable open data
Updates
Daily
Data through
2026-07-29
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

  • European power-market zones (FR, DE_LU, NL, BE, ES, IT_NORD, PL, …) at centroids
  • 15 parameters: air temperature (mean/max/min), wind speed (10 m + hub-height 50 m) + direction, solar irradiance, cloud cover, relative humidity, dew point, precipitation, surface pressure, soil moisture (surface/root-zone/profile)
  • Daily, 2015→present, aligned by ENTSO-E zone code with the energy catalog
  • Source: NASA POWER Project (public domain)

Schema

ColumnTypeDescriptionFilledDistinct
zone str ENTSO-E power-market zone code 100.0% 40
ts timestamp (UTC) Day 100.0% 4,228
metric str Air temperature (mean/max/min) / Wind speed / Solar irradiance / Relative humidity / Dew point / Precipitation / Surface pressure / Soil moisture (surface/root-zone/profile) 100.0% 15
value float Value in the metric's native unit 100.0% 49,717
unit str Unit 100.0% 8
res_min int Native resolution (daily = 1440) 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: NASA POWER (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-weather-by-power-zone_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