World Bank Indicators Scraper โ GDP, Inflation & More
Pricing
from $0.00025 / datapoint scraped
Fetch World Bank development indicators in bulk by country and year: GDP, population, inflation, unemployment, trade and thousands more. Pick any indicator codes and ISO country codes (or all countries), set a year range, and get one clean row per country, indicator and year as JSON, CSV or Excel.
You can access the World Bank Indicators Scraper โ GDP, Inflation & More programmatically from your own applications by using the Apify API. You can also choose the language preference from below. To use the Apify API, youโll 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 "countries": [10 "US",11 "SG",12 ],13 "indicators": ["NY.GDP.MKTP.CD"],14}15
16# Run the Actor and wait for it to finish17run = client.actor("hipersoft/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(f"๐พ Check your data here: https://console.apify.com/storage/datasets/{run.default_dataset_id}")21for item in client.dataset(run.default_dataset_id).iterate_items():22 print(item)23
24# ๐ Want to learn more ๐? Go to โ 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 โ GDP, Inflation & More API in Python, providing convenience functions and automatic retries on errors.
Install the apify-client
$pip install apify-clientOther API clients include: