Country Data Scraper — Regions, Capitals & Income (World Bank)
Pricing
from $5.00 / 1,000 results
Country Data Scraper — Regions, Capitals & Income (World Bank)
Scrape country reference data — name, ISO codes, region, income level, capital city & coordinates — from the public World Bank API. Fetch specific countries or all of them. Great for enrichment, dashboards, dropdowns & geo datasets. No login, no key, no proxy.
Pricing
from $5.00 / 1,000 results
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thanachit singruang
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6 days ago
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Scrape country reference data — name, ISO codes, region, income level, capital city, and coordinates — into one unified dataset using the public World Bank API. No login, no proxies, no browser, no API key.
Fetch a few countries by code, or pull every country in one run.
What you get
Every country is one row (recordType: "country"):
| Field | Description |
|---|---|
name | country name |
countryId / iso2 | ISO-3 and ISO-2 codes |
region / adminRegion | World Bank region groupings |
incomeLevel | income classification (e.g. High income) |
lendingType | World Bank lending category |
capitalCity | capital city |
latitude / longitude | capital coordinates |
isAggregate | true for region/income aggregates (excluded by default) |
Sample output
{"recordType": "country","countryId": "BRA","iso2": "BR","name": "Brazil","region": "Latin America & Caribbean","adminRegion": "Latin America & Caribbean","incomeLevel": "Upper middle income","lendingType": "IBRD","capitalCity": "Brasilia","latitude": -15.7801,"longitude": -47.9292,"isAggregate": false}
Input
{"codes": ["BRA", "US", "JPN"],"all": false,"includeAggregates": false}
- codes — ISO country codes (2- or 3-letter).
- all — fetch every country (~217) instead of specific codes.
- includeAggregates — also include region/income aggregates (e.g. "World").
Use cases
- Data enrichment — attach region, income level, and ISO codes to your records
- Dropdowns & lookups — a ready country list with codes and capitals
- Geo datasets — capital coordinates for mapping
- Analytics — group your data by World Bank region or income level
FAQ
Do I need an API key or login? No. The World Bank API is public and key-free.
Is it free to try? Yes — click Try for free and run the prefilled example (BRA, US, JPN).
Can I get every country at once? Yes — set "all": true.
Are ISO-2 and ISO-3 both included? Yes — iso2 and countryId (ISO-3).
Pricing
Pay per result — $5 per 1,000 countries. Runs that return nothing cost nothing. No monthly fee, no proxy costs.