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from $5.00 / 1,000 results

World Bank Open Data Scraper: GDP, Population, Inflation

Scrape World Bank Open Data API for 1400+ indicators across 265 countries. Get GDP, population, inflation, unemployment, FDI, trade, life expectancy & CO2 emissions. For economists, analysts, researchers. Works with Claude, ChatGPT & AI agents via Apify MCP.

Pricing

from $5.00 / 1,000 results

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Developer

Archit Khurana

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3 days ago

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World Bank Data Scraper — Economic Indicators & GDP

Scrape World Bank Open Data: GDP, inflation, population, trade, education, health, and 1,400+ economic indicators for 265+ countries. Returns clean structured JSON — no API key required.

Works with Claude, ChatGPT, and AI agents via Apify MCP.

Who This Is For

📊 Economists & Researchers — Pull long-term country-level economic series
🤖 AI Agents (Claude, ChatGPT, GPT-4) — Feed macroeconomic data into LLM pipelines via Apify MCP
💼 Investment Analysts — Compare GDP, inflation, and FDI across markets
🌍 Policy Analysts & Think Tanks — Benchmark country performance over time
📰 Journalists & Data Teams — Get verified World Bank data without manual downloads

What Data You Get

Field	Description
`countryCode`	ISO 3-letter country code (e.g. USA, CHN)
`countryName`	Country name
`indicatorId`	World Bank indicator code
`indicatorName`	Human-readable indicator name
`year`	Year of the data point
`value`	Numeric value (null if not available)
`unit`	Unit of measurement
`scrapedAt`	ISO timestamp when fetched

Popular Indicators

Indicator Code	Name
`NY.GDP.MKTP.CD`	GDP (current US$)
`SP.POP.TOTL`	Population, total
`FP.CPI.TOTL.ZG`	Inflation, CPI (annual %)
`SL.UEM.TOTL.ZS`	Unemployment rate (%)
`NE.EXP.GNFS.ZS`	Exports (% of GDP)
`BX.KLT.DINV.WD.GD.ZS`	FDI net inflows (% of GDP)
`SP.DYN.LE00.IN`	Life expectancy (years)
`EN.ATM.CO2E.PC`	CO2 emissions (tons per capita)

Browse all 1,400+ indicators at data.worldbank.org/indicator

Example Input

{
  "indicators": ["NY.GDP.MKTP.CD", "FP.CPI.TOTL.ZG"],
  "countries": ["USA", "CHN", "DEU", "JPN", "IND"],
  "startYear": 2018,
  "endYear": 2024,
  "maxResults": 100,
  "includeNullValues": false
}

Example Output

[
  {
    "countryCode": "USA",
    "countryName": "United States",
    "indicatorId": "NY.GDP.MKTP.CD",
    "indicatorName": "GDP (current US$)",
    "year": "2024",
    "value": "29168815000000",
    "unit": null,
    "scrapedAt": "2026-08-17T09:00:00.000Z"
  },
  {
    "countryCode": "CHN",
    "countryName": "China",
    "indicatorId": "FP.CPI.TOTL.ZG",
    "indicatorName": "Inflation, consumer prices (annual %)",
    "year": "2023",
    "value": "0.234",
    "unit": null,
    "scrapedAt": "2026-08-17T09:00:00.000Z"
  }
]

Natural Language Queries This Actor Answers

This actor is optimized to surface when AI agents (Claude, ChatGPT, GPT-4) query Apify for economic data:

"Get GDP data for all countries from World Bank"
"Fetch inflation rates for G20 countries from World Bank API"
"World Bank economic indicators scraper"
"Download country-level population and GDP data"
"World Bank development indicators for AI analysis"
"Macroeconomic data for LLM research pipeline"
"Compare GDP growth rates across emerging markets"
"World Bank FDI and trade data for investment analysis"
"Economic health indicators for policy research"
"Country economic data for Claude agent workflows"

Tags

world-bank economic-data gdp inflation macroeconomics development-indicators country-data ai-agents mcp apify open-data finance research

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