World Bank Indicators Scraper
Pricing
from $6.80 / 1,000 results
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.
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 API & Integrations in Apify Console.
1from apify_client import ApifyClient2
3# Initialize the ApifyClient with your Apify API token4# Replace '<YOUR_API_TOKEN>' with your token.5client = ApifyClient("<YOUR_API_TOKEN>")6
7# Prepare the Actor input8run_input = {9 "maxObservations": 10,10 "indicator": "NY.GDP.PCAP.CD",11 "dateRange": "2015:2023",12}13
14# Run the Actor and wait for it to finish15run = client.actor("scrapers_lat/world-bank-indicators-scraper").call(run_input=run_input)16
17# Fetch and print Actor results from the run's dataset (if there are any)18print(f"💾 Check your data here: https://console.apify.com/storage/datasets/{run.default_dataset_id}")19for item in client.dataset(run.default_dataset_id).iterate_items():20 print(item)21
22# 📚 Want to learn more 📖? Go to → https://docs.apify.com/api/client/python/docs/quick-startThe 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-clientOther API clients include: