Housing QC clean AI-training-safe

European Real House

House prices with consumer inflation stripped out, per European country per quarter: nominal HPI annual growth minus HICP inflation. Above zero = homes genuinely getting dearer in real terms; below = house prices lagging the cost of living (the 2022-23 real correction most headline indices hide). Derived cleanly from Eurostat house prices + HICP; joins to the price and affordability products on country code. Licence-clean and AI-training-safe.

2K
rows
31
zones
2006-2026
coverage
1.1 MB
download
Source
derived
Licence
Redistributable open data
Updates
Quarterly
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

  • Real house-price growth = nominal HPI annual % - HICP inflation, per country × quarter
  • Strips the inflation illusion out of headline house-price numbers
  • Every European country, quarterly; joins to house-prices, affordability, wages on country code
  • Derived from Eurostat HPI + HICP; licence-clean & AI-training-safe
  • Source: Eurostat (CC-BY-4.0)

Schema

ColumnTypeDescriptionFilledDistinct
zone str Geo / country code (DE, FR, NL, …) 100.0% 31
ts timestamp (UTC) Quarter start 100.0% 81
real_hpi_pct float Nominal HPI annual % - HICP inflation 100.0% 800
unit str Unit 100.0% 1
res_min int Native resolution (quarterly) 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("european-real-house-prices_sample.parquet")
df.info()   # typed columns, gap-aware, ready to join
⬇ Download free Parquet sample or CSV for Excel
Coverage: 31 zones

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

Related datasets

Housing

European Building Permits

The leading indicator of housing supply, in one clean Parquet: building permits lead completions by one to two years, so they tell you where the pipeline is filling or drying up long before the house-price and construction-output data move. Eurostat's permit index (sts_cobp_q, 2021=100, seasonally & calendar adjusted) for residential dwellings, residential floor area and non-residential floor area - quarterly, per country. The supply side our house-price, rent and affordability products imply but don't measure; developers, housing economists and REIT analysts read it to forecast the next turn in construction and prices.

Eurostat· 6K rows· 34 zones· 2005-2026 (quarterly)
19 View
Housing

European Construction Output

The building cycle in one clean Parquet: Eurostat's monthly construction production index (2021=100, seasonally adjusted) for every European country - total construction and the building vs civil-engineering split - one row per country × series × month since 2000. A leading read on housing supply, infrastructure spend and the construction economy; joins to house prices, macro and rates on country code.

Eurostat· 18K rows· 34 zones· 2000-2026 (monthly)
19 View
Housing

European Construction Costs & Prices

The COST and PRICE side of European construction - the missing half of our construction-output (volume) product. Eurostat's construction cost index for new residential buildings (input costs: materials + labour) and the construction producer-price index (output prices), plus the annual inflation rate of each - quarterly, per country, one clean Parquet. Read alongside construction-output it separates a real building boom from pure cost inflation; developers use the cost-vs-price gap to model margin compression, and macro desks track it as a sticky component of core inflation. Captures the brutal 2021-23 materials-and-labour cost surge in full.

Eurostat· 10K rows· 37 zones· 2005-2026 (quarterly)
19 View