Agriculture QC clean AI-training-safe

European Agriculture

The European agriculture picture in one clean annual panel, per country: crop OUTPUT PRICES (real index, 2020=100 - cereals, wheat, barley, maize, industrial crops, oilseeds), MEAT production (bovine, pig, sheep & goat, thousand tonnes), MILK & DAIRY (cows', ewes', goats' milk + cream) and FISHERIES catches (by species group). Assembled from Eurostat's agricultural statistics into one tidy long file - the whole EU farm-and-sea supply-and-price signal that agri-commodity traders, food manufacturers and ag-lenders track, without stitching a dozen cubes. The `indicator` column selects the series.

8K
rows
38
zones
2000-2025
coverage
0.2 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

  • Crop output prices (real index) + meat + milk/dairy + fisheries - one fat EU panel, per country
  • ~19 indicators across prices, livestock, dairy and catches; annual, 2000→present (crop OUTPUT PRICES start 2020 - published on a 2020=100 base)
  • The `indicator` column selects the series; pivot or filter freely
  • Replaces the separate agri-prices / meat / milk / fisheries files (now folded in here)
  • Buyers: agri-commodity traders, food manufacturers, ag-lenders, dairy & seafood analysts
  • Source: Eurostat (CC-BY-4.0) - EU/EFTA + candidate geos

Schema

ColumnTypeDescriptionFilledDistinct
zone str Country (ISO-2) 100.0% 38
ts timestamp (UTC) Year 100.0% 26
indicator str Series: a crop output-price index, meat/milk/dairy production, or fisheries catch 100.0% 17
value float Value (price index 2020=100, or thousand tonnes / tonnes by indicator) 100.0% 6,261
unit str Unit (varies by indicator) 100.0% 3
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-agriculture_sample.parquet")
df.info()   # typed columns, gap-aware, ready to join
⬇ Download free Parquet sample or CSV for Excel
Coverage: 38 zones

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

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