Global Country Profile
Every country on Earth, every year, ~75 indicators, one file. The worldwide flagship: World Bank development indicators (GDP, growth, trade, debt, health, education, energy, environment, demographics) and climate indicators, joined with OECD harmonised inflation, house prices and unemployment - aligned on ISO-3 country × year since 2000, ~200 countries. One coherent, licence-clean panel that replaces a dozen separate downloads - the single cross-country sheet a global-macro analyst or a forecasting model actually wants. 100% redistributable official data (World Bank CC-BY + OECD CC-BY), safe to redistribute and to train on.
- Source
- derived
- Licence
- Redistributable open data
- Updates
- Annual
- Data through
- 2026-01-01
- 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
- ~75 indicators per country × year - growth, trade, debt, health, education, energy, climate, inflation, housing, labour
- Every country worldwide (~200), annual, 2000-present - not just Europe or the OECD
- One coherent panel (long format: country × year × variable) - join-ready on ISO-3
- The comprehensive 'country sheet' for global-macro, EM, ESG and sovereign analysis
- Licence-clean & AI-training-safe - 100% redistributable official data (World Bank + OECD, CC-BY)
- Sources: World Bank Open Data + OECD (both CC-BY-4.0)
Schema
| Column | Type | Description | Filled | Distinct |
|---|---|---|---|---|
| zone | str | ISO-3 country code (USA, DEU, CHN, IND, …) | 100.0% | 217 |
| ts | timestamp (UTC) | Year | 100.0% | 37 |
| variable | str | Domain · indicator, e.g. 'Prices · CPI headline inflation (annual %)' | 100.0% | 133 |
| value | float | Annual value (rates/indices = mean; already-annual WB values as-is) | 100.0% | 186,415 |
| unit | str | mixed - see the variable name | 100.0% | 36 |
| 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: derived (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-country-profile_sample.parquet") df.info() # typed columns, gap-aware, ready to join⬇ Download free Parquet sample or CSV for Excel
Coverage: 217 zones
ABW · AFG · AGO · ALB · AND · ARE · ARG · ARM · ASM · ATG · AUS · AUT · AZE · BDI · BEL · BEN · BFA · BGD · BGR · BHR · BHS · BIH · BLR · BLZ · BMU · BOL · BRA · BRB · BRN · BTN · BWA · CAF · CAN · CHE · CHI · CHL · CHN · CIV · CMR · COD · COG · COL · COM · CPV · CRI · CUB · CUW · CYM · CYP · CZE · DEU · DJI · DMA · DNK · DOM · DZA · ECU · EGY · ERI · ESP · EST · ETH · FIN · FJI · FRA · FRO · FSM · GAB · GBR · GEO · GHA · GIB · GIN · GMB · GNB · GNQ · GRC · GRD · GRL · GTM · GUM · GUY · HKG · HND · HRV · HTI · HUN · IDN · IMN · IND · IRL · IRN · IRQ · ISL · ISR · ITA · JAM · JOR · JPN · KAZ · KEN · KGZ · KHM · KIR · KNA · KOR · KWT · LAO · LBN · LBR · LBY · LCA · LIE · LKA · LSO · LTU · LUX · LVA · MAC · MAF · MAR · MCO · MDA · MDG · MDV · MEX · MHL · MKD · MLI · MLT · MMR · MNE · MNG · MNP · MOZ · MRT · MUS · MWI · MYS · NAM · NCL · NER · NGA · NIC · NLD · NOR · NPL · NRU · NZL · OMN · PAK · PAN · PER · PHL · PLW · PNG · POL · PRI · PRK · PRT · PRY · PSE · PYF · QAT · ROU · RUS · RWA · SAU · SDN · SEN · SGP · SLB · SLE · SLV · SMR · SOM · SRB · SSD · STP · SUR · SVK · SVN · SWE · SWZ · SXM · SYC · SYR · TCA · TCD · TGO · THA · TJK · TKM · TLS · TON · TTO · TUN · TUR · TUV · TZA · UGA · UKR · URY · USA · UZB · VCT · VEN · VGB · VIR · VNM · VUT · WSM · XKX · YEM · ZAF · ZMB · ZWE
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European Country Profile
Everything we know about every European country, in one file. This flagship panel joins ~45 annual variables per country - inflation and the full HICP breakdown, GDP, house prices, unemployment and vacancies, government revenue/deficit/debt, births/deaths and vital rates, household & industrial energy prices, energy import-dependency, construction output, tourism nights, air passengers and greenhouse-gas emissions - aligned on country × year since 2000. One coherent, licence-clean panel worth far more than the sum of its parts: the single sheet a cross-country analyst (or a forecasting model) actually wants. Built entirely from redistributable official sources (Eurostat), safe to redistribute and to train on.