World Bank Indicators Scraper
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
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0.0
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Developer
ParseForge
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0
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2
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1
Monthly active users
6 days ago
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🌐 World Bank Indicators Scraper
🚀 Export World Bank indicators in seconds. GDP, population, inflation, poverty, and 17,000+ development indicators across 217 economies direct from the public API.
The World Bank Indicators turns the data.worldbank.org public endpoint into a clean, structured dataset. Scrape World Bank indicators across 217 economies covering GDP, population, inflation, poverty, and 17,000+ development metrics via the public API.
| 🎯 Target Audience | 💡 Primary Use Cases |
|---|---|
| 📊 Quant analysts | Pull series into backtests and dashboards |
| 💼 Finance teams | Snapshot rates, balances, and statistics |
| 🤖 ML engineers | Build economic feature datasets |
| 📰 Financial journalists | Verify official numbers fast |
| 👩💻 Developers | Mirror the source into your own DB without writing client code |
| 🎓 Researchers | Reproducible economic data pulls |
📋 What the World Bank Indicators Scraper does
- Calls the official World Bank Indicators endpoint with the parameters you supply.
- Parses the response and flattens each record into one row.
- Casts numeric fields to numbers so they import cleanly into BI tools.
- Surfaces upstream errors as a clean
errorrecord instead of crashing. - Streams results to the Apify dataset for instant download.
💡 Why it matters: Official sources publish raw feeds that are hard to consume. This actor normalises the response so the data drops straight into pandas, BigQuery, or a Google Sheet.
📊 Data fields
Each record includes: country, country_code, date, indicator_code, results, scrapedAt, value. These field names come straight from the actor's dataset schema, so what you see here is what lands in your dataset.
⚠️ Good to Know: Free users are auto-limited to 10 records as a preview. Paid users get up to 1,000,000.
🚀 How to use
- Click Try for free.
- Adjust the inputs or leave defaults.
- Click Start. Within seconds, your dataset is ready, download as CSV, Excel, JSON, or XML, or pipe to your warehouse.
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💡 Pro Tip: browse the complete ParseForge collection for 900+ production-grade scrapers across business intelligence, real estate, e-commerce, sports, finance, and public records.
Disclaimer: This actor scrapes only publicly available data. ParseForge is not affiliated with, endorsed by, or sponsored by any of the third-party services referenced. Users are responsible for complying with the target site terms of service and applicable law. Create a free account w/ $5 credit.
🆘 Need Help?
If you hit a bug, have questions about setup, or need a scraper we haven't built yet, open our contact form or write to parseforge@protonmail.com. We also take on paid custom data projects.
For faster answers, join our Discord. It's the best place to get support and suggest new actors.
