Regional Data · 47 Countries · 2,619 Districts

Regional data, made comparable

Government statistics for 2,619 districts, scattered across dozens of national portals and languages, cleaned and normalized into one comparable dataset. We publish documented observations built on official public statistics. Every statement can be independently verified.

For real estate, credit and policy teams who need comparable regional data across countries.

The world is the textbook. Official data are the pages. — Why we exist

See the platform Explore the map Get a Data Sample
2,619
Districts across 47 countries
2.10M
Data points
1,093
Metrics
Official
Sources, every figure cited

Built on official sources · open, reproducible methodology

EurostatINSEECBS NLINEStatistics FinlandSSBONSGASTATCBS Israeldata.gov.ilDubai Land DeptPSA QatarWorld Bank

47 countries · 2,619 regions · every figure traceable to a public source · see the methodology →

Try It Now · No Signup

Look up any district

Type any of 2,619 districts (Berlin-Mitte, Tel Aviv-Yafo, Business Bay, Riyadh, Doha…). Get its scores in 2 seconds — then open the full profile: a multi-year timeline, axis breakdown, nearest neighbours, and the source behind every number.

🇮🇱 Tel Aviv-Yafo 🇮🇱 Jerusalem 🇩🇪 Munich 🇦🇪 Business Bay 🇸🇦 Riyadh 🇶🇦 Doha

How it works

Three steps, one dataset: collect official statistics, unify them, make them explorable.

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1. Collect

We pull official statistics from national open-data portals: Eurostat, data.gov.il / CBS, Dubai Land Department, GASTAT, the World Bank and more.

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2. Unify

Fragmented, multi-language sources are cleaned, geocoded, deduplicated and normalized into one comparable schema. Months of unglamorous ETL, done once.

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3. Explore

One dataset: query the API, browse the interactive map, compare regions, and trace every figure back to its official source.

Descriptive regional data. Not financial, investment or legal advice. Sources: Eurostat, data.gov.il / CBS, DLD Dubai, GASTAT, World Bank and official open-data portals.

Why this matters

Official regional statistics already exist. The challenge is not collecting them — it's making them usable across countries, institutions and decades.

Professionals often spend more time preparing data than analysing it: different agencies, different languages, different administrative units, different update schedules.

SkyMind reduces that work by organizing official regional knowledge into one consistent, documented and reproducible system. We do not replace official statistics. We make them easier to work with.

For developers

One REST API behind the map, the rankings and every district page — documented, stable, and free to try.

  • • REST API, JSON responses, documented per endpoint
  • • Same schema across all 47 countries — filter by country, region, year
  • • Bulk CSV export for full-database access
  • • Free test key, no signup wall to explore the docs
Open API docs
// Get every district in Israel with its composite score
curl https://skymind-api.vercel.app/map/data \
  | jq '.il.points[] | {name, chi}'
// →
{"name": "Tel Aviv-Yafo", "chi": 63.6}
{"name": "Jerusalem", "chi": 35.6}
...

Forty-seven countries, one schema

The same sourcing and normalization applied to every country, so a district in Germany and one in France sit in the same comparable dataset.

IL Israel

data.gov.il · CBS · Top 50 ranked →
255
Localities
836
Metrics
2001–24
Data years

AE UAE

Dubai Land Dept · World Bank
109
Districts
69
Metrics
2015–24
Coverage

SA Saudi Arabia

GASTAT · KAPSARC · World Bank
51
Governorates
56
Metrics
2015–25
Coverage

QA Qatar

data.gov.qa · World Bank
29
Municipalities
49
Metrics
2015–25
Coverage

FR France

Eurostat NUTS-3 · INSEE
96
Départements
42
Metrics
2015–24
Coverage

DE Germany

Eurostat NUTS-3
401
Kreise
12
Metrics
2014–23
Coverage

Why you can trust the numbers

SkyMind is descriptive. It doesn't forecast events or rate the future. It shows what the official data says, with the sourcing and method fully open.

Every figure traces to an official, public source
No fabricated values, no defaults, no carry-forward
No scraped listings, no crowdsourced data, no dark sources
Transparent, reproducible methodology — official figures only
Open methodology, verify any number to source

Why SkyMind stays open. Trust cannot be purchased. Our methodology, provenance, public map and reference publications remain openly available because every professional should be able to inspect the evidence before using it. Professional customers pay for workflow, completeness and operational efficiency — not for access to truth.

Use cases

Built for teams that make high-stakes regional decisions and need the underlying data to be clean and comparable.

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Real Estate & Urban Projects

Compare districts before capital allocation: prices, demographics, transaction data and infrastructure metrics, side by side in one schema.

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Funds, Banks & Credit Teams

Sub-national data unified across forty-seven countries: consistent, comparable, exportable, with every figure traceable to its source.

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Consulting, Policy & Research

Cited, comparable regional data with a transparent, documented methodology you can reproduce and verify yourself.

See the data for your regions

Tell us your target regions and use case, and we'll send a sample of the dataset and walk you through it.

Request a Sample

We'll respond with a tailored CSV extract for your regions and a short walkthrough.
No credit card. We'll contact you within 24 hours.

Thank you!

We'll reach out within 24 hours with a sample of the dataset for your region.