You can access the World Bank Data Scraper programmatically from your own applications by using the Apify API. You can also choose the language preference from below. To use the Apify API, you’ll need an Apify account and your API token, found in Integrations settings in Apify Console.

Python

JavaScript

CLI

OpenAPI

HTTP

MCP

1from apify_client import ApifyClient
2
3# Initialize the ApifyClient with your Apify API token
4# Replace '<YOUR_API_TOKEN>' with your token.
5client = ApifyClient("<YOUR_API_TOKEN>")
6
7# Prepare the Actor input
8run_input = {}
9
10# Run the Actor and wait for it to finish
11run = client.actor("velvety_bedbug/world-bank-data-scraper").call(run_input=run_input)
12
13# Fetch and print Actor results from the run's dataset (if there are any)
14print("💾 Check your data here: https://console.apify.com/storage/datasets/" + run["defaultDatasetId"])
15for item in client.dataset(run["defaultDatasetId"]).iterate_items():
16    print(item)
17
18# 📚 Want to learn more 📖? Go to → https://docs.apify.com/api/client/python/docs/quick-start

World Bank Data Scraper API in Python

The Apify API client for Python is the official library that allows you to use World Bank Data Scraper API in Python, providing convenience functions and automatic retries on errors.

Install the apify-client

$pip install apify-client

Other API clients include:

World Bank Data Scraper API in JavaScript

World Bank Data Scraper API through CLI

World Bank Data Scraper OpenAPI definition

World Bank Data Scraper API

World Bank Scraper

fortuitous_pirate/world-bank-scraper

Fortuitous Pirate

World Bank Scraper

automation-lab/worldbank-scraper

Scrape World Bank economic data including GDP, population, trade, education, health, and 1,400+ indicators. Filter by country and time period. Export structured data.

Stas Persiianenko

World Bank Open Data Scraper

gentle_cloud/world-bank-open-data-scraper

Extract economic, social, and environmental indicators from World Bank API. GDP, population, health, education, poverty data for 200+ countries. Free API, no key required.

Monkey Coder

World Bank Data Scraper

parseforge/world-bank-scraper

Scrape global development indicators from the World Bank covering 200+ countries. Get GDP, population, poverty rates, education, health metrics, and trade data with region, income level, and capital city metadata. Filter by country and indicator.

ParseForge

Bank Account Verification

vivid_astronaut/bank-account-verification

Fabio Suizu

Bank Email Scraper

contacts-api/bank-email-scraper

Bank email scraper to collect verified bank emails from banking websites, directories, and financial listings 📧🏦 Perfect for financial services outreach, partnerships, and B2B lead generation. Fast and accurate.

Lead Heaven

World Bank Indicators - Global Dev Data

pink_comic/world-bank-indicators-search

Search World Bank indicators for 200+ countries. GDP, population, trade, health, and education statistics. For economists, development researchers, ESG analysts, and international policy teams. Pay per result.

Ava Torres

World Bank API - Global Development Database

alizarin_refrigerator-owner/world-bank-api---global-development-database

Access World Bank global development indicators. Get GDP, population, poverty rates, education, health metrics, and economic data for 200+ countries spanning 60+ years of historical data

The Howlers

Fdic Bank Scraper

fortuitous_pirate/fdic-bank-scraper

Fortuitous Pirate

World Bank Open Data Scraper

cloud9_ai/worldbank-scraper

Extract economic indicators from World Bank API. 29,000+ indicators for 200+ countries - GDP, population, trade, poverty. Search indicators, get country time-series data, or list all countries. No API key needed. Great for research and AI pipelines.