Open Data — 705 Spanish Municipalities
UrbanStatsLab publishes its socioeconomic dataset by municipality under a Creative Commons BY 4.0 licence. It includes rent (INE IPVA), income (INE Atlas), unemployment (SEPE) and salary (INE EES) data for 705 Spanish municipalities with over 10,000 residents.
You may use the data freely for research, journalism, visualisations or digital products as long as you credit UrbanStatsLab as the source. For large-scale commercial use or API integrations, contact us.
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urbanstatslab-municipios-espana-2026.csv
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urbanstatslab-municipios-espana-2026.json
©Creative Commons Attribution 4.0 International (CC BY 4.0). Cite as: UrbanStatsLab (2026), urbanstatslab.com
Field dictionary
| Field | Description |
|---|---|
| name | Municipality name |
| ine_code | INE code |
| provincia | Province |
| ccaa | Autonomous community |
| population | Population (INE Register) |
| rent_estimated | Estimated rent (€/month, INE IPVA) |
| rent_index | IPVA index (base 100 = 2015) |
| rent_trend_pct | Annual rent change (%) |
| income_pc_avg | Net income per capita (€/year, INE) |
| income_hh_avg | Net household income (€/year, INE) |
| rent_effort_pct | Rent-to-income ratio (%) |
| unemployment_rate | Estimated unemployment rate (%, SEPE) |
| unemployment_count | Registered unemployed (SEPE) |
| unemployment_trend_pct | Annual unemployment change (%) |
| salary_avg | Avg annual gross salary (€, INE EES) |
Sources
- • INE IPVA — Housing Rental Price Index (2023)
- • INE Atlas de Renda — Household Income Distribution Atlas (2022)
- • SEPE — Registered unemployment by municipality (2026)
- • INE EES — Wage Structure Survey op.140, by region (2022)
- • INE Padró — Municipal Population Register (2025)
Professional use or API integration
If you need programmatic access, automated monthly updates or to integrate the data into a commercial product, get in touch.
[email protected]