European Labour Productivity & Unit Labour Cost
The competitiveness core, in one clean Parquet: real labour productivity per person and the nominal unit labour cost (both index, 2015=100), per European country per year. The two numbers behind every competitiveness, wage-inflation and cost-pressure analysis - is output per worker rising, and is it keeping up with pay? Joins to wages, real-wage-growth and GDP on country code. Official Eurostat national accounts, fully redistributable.
- 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 labour productivity per person + nominal unit labour cost (index 2015=100), per country
- The competitiveness / cost-pressure pair - output per worker vs cost per unit of output
- Every European country, annual; joins to wages, real-wage-growth, GDP on country code
- Official Eurostat national accounts; licence-clean & AI-training-safe
- Source: Eurostat (CC-BY-4.0, Decision 2011/833/EU) - EU/EFTA + candidate geos
Schema
| Column | Type | Description | Filled | Distinct |
|---|---|---|---|---|
| zone | str | Geo / country code (DE, FR, IT, …) | 100.0% | 34 |
| ts | timestamp (UTC) | Year | 100.0% | 26 |
| indicator | str | Real labour productivity / Nominal unit labour cost (index) | 100.0% | 2 |
| value | float | Index (2015=100) | 100.0% | 1,370 |
| 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-labour-productivity_sample.parquet") df.info() # typed columns, gap-aware, ready to join⬇ Download free Parquet sample or CSV for Excel
Coverage: 34 zones
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
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