Country Data Scraper — Regions, Capitals & Income (World Bank) avatar

Country Data Scraper — Regions, Capitals & Income (World Bank)

Pricing

from $5.00 / 1,000 results

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Country Data Scraper — Regions, Capitals & Income (World Bank)

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

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"):

FieldDescription
namecountry name
countryId / iso2ISO-3 and ISO-2 codes
region / adminRegionWorld Bank region groupings
incomeLevelincome classification (e.g. High income)
lendingTypeWorld Bank lending category
capitalCitycapital city
latitude / longitudecapital coordinates
isAggregatetrue 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.