Housing QC clean AI-training-safe

European Rents

The rent-price side of European housing, in one clean Parquet - the tenant counterpart to the ownership house-price index. Eurostat's HICP actual-rentals series: the rent price index (2015=100) and rent inflation (annual %) for every European country, monthly. The number behind every rental-affordability and cost-of-living debate; joins to house prices, wages and inflation on country code. Official index - not scraped listings; fully redistributable.

17K
rows
37
zones
2005-2026
coverage
0.2 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

  • Actual rents price index (2015=100) + rent inflation (annual %), per country, monthly
  • The rental-market counterpart to the ownership HPI - tenants, not buyers
  • Every European country (EU27 + EFTA + UK + candidates), 2005-present
  • Official HICP index - not scraped listings; joins to house-prices, wages, inflation
  • Source: Eurostat (CC-BY-4.0, Decision 2011/833/EU) - EU/EFTA + candidate geos

Schema

ColumnTypeDescriptionFilledDistinct
zone str Geo / country code (DE, FR, NL, …) 100.0% 37
ts timestamp (UTC) Month 100.0% 258
indicator str Actual rents index (2015=100) / Actual rents inflation (annual %) 100.0% 2
value float Value (index or %) 100.0% 5,037
unit str Unit 100.0% 2
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-rents_sample.parquet")
df.info()   # typed columns, gap-aware, ready to join
⬇ Download free Parquet sample or CSV for Excel
Coverage: 37 zones

AL · AT · 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 · XK

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