Economy QC clean AI-training-safe

European Macro Indicators

Nine high-value monthly macro series for every European country, pulled from Eurostat's fiddly JSON-stat API and flattened into one clean Parquet: HICP annual inflation, the seasonally-adjusted unemployment rate and youth unemployment, the industrial production index, the producer price index, retail trade volume, the goods trade balance, and the economic-sentiment and consumer-confidence indicators - one row per country × indicator × month since 2000.

89K
rows
40
zones
2000-2026
coverage
0.7 MB
download
Source
Eurostat
Licence
Redistributable open data
Updates
Monthly
Data through
2026-06-01
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

  • 9 core monthly macro series - inflation, unemployment (& youth), industrial production, PPI, retail trade, trade balance, economic sentiment, consumer confidence
  • Every European country (EU27 + EFTA + UK + candidates), 2000-present
  • Eurostat JSON-stat decoded to one row per country × indicator × month
  • Source: Eurostat (CC-BY-4.0, Decision 2011/833/EU) - EU/EFTA + candidate & neighbourhood geos

Schema

ColumnTypeDescriptionFilledDistinct
zone str Geo / country code (DE, FR, NL, …) 100.0% 40
ts timestamp (UTC) Month 100.0% 318
indicator str HICP inflation / Unemployment / Industrial production / PPI / Retail trade / Trade balance / Economic sentiment / Consumer confidence 100.0% 9
value float Indicator value (% or index) 100.0% 9,035
unit str Unit 100.0% 7
res_min int Native resolution (monthly) 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-macro-indicators_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 · CH · CY · CZ · DE · DK · EE · EL · ES · FI · FR · GE · HR · HU · IE · IS · IT · LT · LU · LV · ME · MK · MT · NL · NO · PL · PT · RO · RS · SE · SI · SK · TR · UA · UK · XK

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