World Bank Indicators Scraper
Scrape World Bank development indicators with country, indicator name, year, value and unit for every country. Choose the indicator code and year range. Export to JSON, CSV or Excel.
{ "countryId": "ZH", "countryName": "Africa Eastern and Southern", "countryIso3": "AFE", "countryIso2": "ZH", "region": "Aggregates", "incomeLevel": "Aggregates", "lendingType": "Aggregates", "indicatorId": "SP.POP.TOTL", "indicatorName": "Population, total" }
Every run returns clean, typed records, ready for your CRM, spreadsheet or database.
- One clean record per result, deduped and normalized
- Stable schema in JSON, CSV or Excel, or read it via the Apify API
- Pay per use in the cloud, nothing to install or maintain
A real example record, exactly the shape you receive.
| Country Id | Country Name | Country Iso3 | Country Iso2 |
|---|---|---|---|
| ZH | Africa Eastern and Southern | AFE | ZH |
| ZI | Africa Western and Central | AFW | ZI |
| 1A | Arab World | ARB | 1A |
| S3 | Caribbean small states | CSS | S3 |
| B8 | Central Europe and the Baltics | CEB | B8 |
{ "countryId": "ZH", "countryName": "Africa Eastern and Southern", "countryIso3": "AFE", "countryIso2": "ZH", "region": "Aggregates", "incomeLevel": "Aggregates", "lendingType": "Aggregates", "indicatorId": "SP.POP.TOTL", "indicatorName": "Population, total" }
Frequently asked questions
Which indicators can I fetch?
Any World Bank indicator code. Popular ones include `NY.GDP.PCAP.CD` (GDP per capita), `SP.POP.TOTL` (population) and `SL.UEM.TOTL.ZS` (unemployment).
Does it cover all countries?
Yes. Each run returns the chosen indicator for every country and aggregate region, one record per country and year.
Can I limit the years?
Yes. Use the year range field, for example `2023` for a single year or `2015:2023` for a range.
How fresh is the data?
Records are read live at run time, so each reflects the source at the moment of the run (see observedAt).
Ready when you are.
Run the scraper live on Apify right now, or have us build one tailored to exactly what you need.