Gas QC clean AI-training-safe

European LNG Inventory

Daily LNG terminal stocks for the EU and member countries from GIE ALSI: LNG inventory and send-out - Europe's seaborne gas-supply buffer, cleaned to one continuous per-country Parquet.

51K
rows
9
zones
2018-2026
coverage
0.8 MB
download
Source
GIE (AGSI+/ALSI)
Licence
Redistributable open data
Updates
Daily
Data through
2026-07-30
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

  • Daily LNG terminal inventory + send-out by country
  • EU aggregate + member countries with LNG terminals, 2018-present
  • Source: GIE ALSI (free commercial reuse with attribution)

Schema

ColumnTypeDescriptionFilledDistinct
zone str Country code or EU aggregate 100.0% 9
ts timestamp (UTC) Gas day 100.0% 3,133
metric str LNG inventory / Send-out (GWh/d) 100.0% 2
value float Metric value 100.0% 26,705
unit str Unit 100.0% 2
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: GIE (AGSI+/ALSI) (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-lng-inventory_sample.parquet")
df.info()   # typed columns, gap-aware, ready to join
⬇ Download free Parquet sample or CSV for Excel
Coverage: 9 zones

BE · DE · ES · FR · HR · IT · NL · PL · PT