Agriculture QC clean AI-training-safe

European Agricultural Output Prices

The real output-price index of Europe's major crops - cereals, wheat, barley, grain maize, industrial crops and oilseeds - deflated to 2020=100, per country, annual. Cleaned from Eurostat's agricultural price statistics into one tidy panel: the farm-gate price signal, in real terms, that agri-commodity traders, food manufacturers and ag-lenders track. Distinct from our global crop-production volumes - this is PRICE, not tonnage.

884
rows
26
zones
2020-2025
coverage
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

  • Real output-price index (2020=100) for 6 major crop groups, per country
  • Cereals, wheat & spelt, barley, grain maize, industrial crops, oilseeds
  • Every European country, annual, 2020→present; deflated (real terms, 2020=100 base)
  • The farm-gate PRICE signal - complements our crop-production volumes
  • Source: Eurostat (CC-BY-4.0) - EU/EFTA + candidate geos

Schema

ColumnTypeDescriptionFilledDistinct
zone str Country (ISO-2) 100.0% 26
ts timestamp (UTC) Year 100.0% 6
indicator str Crop output price index (cereals/wheat/barley/maize/industrial/oilseeds) 100.0% 6
value float Real output price index (2020=100) 100.0% 722
unit str Unit 100.0% 1
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-agricultural-prices_sample.parquet")
df.info()   # typed columns, gap-aware, ready to join
⬇ Download free Parquet sample or CSV for Excel
Coverage: 26 zones

AT · BE · BG · CY · CZ · DE · DK · EE · EL · ES · FI · FR · HR · HU · IE · IT · LT · LU · LV · NL · PL · PT · RO · SE · SI · SK

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