Global Unemployment (OECD)
The labour market across the whole OECD - the United States, Japan, the UK and every member, not just Europe - in one clean Parquet. Harmonised monthly unemployment rates: total, youth (15-24), and the male/female split, one row per country × series × month since 2000. The comparable, seasonally-adjusted series behind every cross-country labour comparison; the global complement to our European labour-market product.
- Source
- OECD
- 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
- OECD-wide unemployment - US, Japan, UK, Korea and all members (not just Europe)
- 4 series - total, youth (15-24), men, women - seasonally adjusted, monthly
- Harmonised, cross-country comparable methodology since 2000
- One row per country × series × month; the global partner to European-labour-market
- Source: OECD (CC-BY-4.0) - OECD Data Explorer / SDMX
Schema
| Column | Type | Description | Filled | Distinct |
|---|---|---|---|---|
| zone | str | ISO-3 country code (USA, JPN, GBR, …) | 100.0% | 39 |
| ts | timestamp (UTC) | Month | 100.0% | 318 |
| series | str | Unemployment: total / youth 15-24 / men / women | 100.0% | 4 |
| value | float | Unemployment rate (% of labour force) | 100.0% | 2,126 |
| unit | str | Unit | 100.0% | 1 |
| 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: OECD (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("global-unemployment-oecd_sample.parquet") df.info() # typed columns, gap-aware, ready to join⬇ Download free Parquet sample or CSV for Excel
Coverage: 39 zones
AUS · AUT · BEL · BGR · CAN · CHL · COL · CRI · CZE · DEU · DNK · ESP · EST · FIN · FRA · GBR · GRC · HRV · HUN · IRL · ISL · ISR · ITA · JPN · KOR · LTU · LUX · LVA · MEX · NLD · NOR · POL · PRT · ROU · SVK · SVN · SWE · TUR · USA
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