Reference QC clean AI-training-safe

EU Business Formation Dynamics

Net business creation across Europe: enterprise births, deaths, active-population, birth/death/churn rates, net population growth, jobs created & lost, and 1/3/5-year survival rates - by country x NACE sector x year, 2009-2023. Sourced from Eurostat Business Demography (bd_size), cleaned to one tidy Parquet panel. Aggregate flows only, no company-level data.

25K
rows
33
zones
2009-2023
coverage
0.9 MB
download
Source
BIZDEMOGRAPHY
Licence
Redistributable open data
Updates
Annual
Data through
2023-01-01
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

  • 33 European countries (EU + EFTA + candidates), 2009-2023, annual
  • 12 indicators: births, deaths, active enterprises, birth/death/churn rates, net business-population growth, jobs in newly-born & dying firms, 1/3/5-year survival
  • 21 NACE Rev.2 sectors incl. a 'Total business economy' headline
  • 252 country-sector-indicator series, ~25k rows, analysis-ready long format
  • Aggregate business-formation flows - no PII, no entity register

Schema

ColumnTypeDescriptionFilledDistinct
zone str ISO-2 country code (EU/EFTA/candidate) 100.0% 33
ts timestamp (UTC) First day of the reference year 100.0% 15
series str Indicator - NACE sector, e.g. 'Enterprise births - Manufacturing' 100.0% 252
value float The figure (count, persons, or % per the unit) 100.0% 13,402
unit str Unit of the value (count / persons / %) 100.0% 5

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: BIZDEMOGRAPHY (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("eu-business-formation_sample.parquet")
df.info()   # typed columns, gap-aware, ready to join
⬇ Download free Parquet sample or CSV for Excel
Coverage: 33 zones

AL · AT · BE · BG · CY · CZ · DE · DK · EE · EL · ES · FI · FR · HR · HU · IE · IS · IT · LT · LU · LV · MK · MT · NL · NO · PL · PT · RO · RS · SE · SI · SK · TR

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