Pricing

from $7.50 / 1,000 results

World Bank Indicators Scraper

Tap into the World Bank Open Data API for development indicators across every country. Provide an indicator code such as NY.GDP.MKTP.CD, a country code list, and a year range to receive country, indicator, year, and value. Useful for macro research and policy analysis.

Pricing

from $7.50 / 1,000 results

Rating

0.0

(0)

Developer

ParseForge

Actor stats

Bookmarked

Total users

Monthly active users

8 days ago

Last modified

Categories

Automation

Integrations

Business

You can access the World Bank Indicators 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    "indicator": "NY.GDP.MKTP.CD",
10    "country": "all",
11    "startYear": 2020,
12    "endYear": 2025,
13    "maxItems": 10,
14}
15
16# Run the Actor and wait for it to finish
17run = client.actor("parseforge/worldbank-indicators-scraper").call(run_input=run_input)
18
19# Fetch and print Actor results from the run's dataset (if there are any)
20print("💾 Check your data here: https://console.apify.com/storage/datasets/" + run["defaultDatasetId"])
21for item in client.dataset(run["defaultDatasetId"]).iterate_items():
22    print(item)
23
24# 📚 Want to learn more 📖? Go to → https://docs.apify.com/api/client/python/docs/quick-start

World Bank Indicators Scraper API in Python

The Apify API client for Python is the official library that allows you to use World Bank Indicators 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 Indicators Scraper API in JavaScript

World Bank Indicators Scraper API through CLI

World Bank Indicators Scraper OpenAPI definition

World Bank Indicators Scraper API

World Bank Data Scraper

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fortuitous_pirate/world-bank-data-scraper

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Apify-hosted MCP server exposing 6 tools for AI agents: search indicators, get time series, compare countries, country profile, list countries, indicator metadata. Backed by the official World Bank Indicators API. No API key, $0.01 per tool call.

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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.

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World Bank Development Indicators Scraper

crawlerbros/world-bank-development-indicators

Scrape World Bank development indicators - GDP, population, literacy, child mortality, electricity access and 16,000+ more indicators for 200+ countries spanning 60+ years of data.

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World Bank Development Indicators Scraper

compute-edge/worldbank-indicators-scraper

Extract World Bank development indicators catalog with 29,000+ indicators. Filter by topic and search by name. Covers economic, education, health, environment, and social metrics for 200+ countries.