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World Bank Inequality Intelligence

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World Bank Inequality Intelligence

World Bank Inequality Intelligence

Fetches and normalizes World Bank inequality data: GINI coefficients, income shares, poverty rates. 200+ countries, 60+ years of data. No API key required.

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Pay per usage

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Chris Wakefield

Chris Wakefield

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Fetch and normalize World Bank inequality data for 200+ countries spanning 60+ years. No API key required.

What This Actor Does

Extracts key inequality indicators from the World Bank API:

  • Gini Coefficient (SI.POV.GINI) - Income inequality measure (0-100, lower = more equal)
  • Income Share by Decile (SI.DST.10TH.10, SI.DST.05TH.20) - Share of income held by lowest 10% and 20%
  • Poverty Headcount (SI.POV.NAHC, SI.POV.DDAY) - Population below national and international poverty lines

Use Cases

  • Economic Research: Analyze inequality trends across countries and time periods
  • Policy Analysis: Compare poverty reduction effectiveness
  • Development Finance: Identify high-inequality markets for impact investing
  • Academic Studies: Access standardized inequality data for cross-country research
  • NGO/Development Work: Target interventions in high-poverty regions

Features

No API Key Required - Uses free World Bank public API
200+ Countries - Global coverage including aggregates
60+ Years - Historical data from 1960-2024
Normalized Output - Clean, structured JSON with consistent field names
Flexible Filtering - Select specific countries, indicators, and year ranges
Human-Readable Summary - ASCII table output for quick insights

Input Parameters

ParameterTypeDescriptionDefault
countriesstringListCountry ISO2 codes (e.g., ["US", "GB", "DE"])All countries
indicatorsstringListWorld Bank indicator codes5 default inequality indicators
startYearintegerStart year (1960-2024)2010
endYearintegerEnd year (1960-2024)2023
maxResultsintegerMaximum records to fetch (1-10000)500

Example Output

{
"indicatorCode": "SI.POV.GINI",
"indicatorName": "Gini index",
"countryCode": "US",
"countryName": "United States",
"countryISO3": "USA",
"year": "2020",
"value": 39.4,
"unit": "",
"obsStatus": "",
"decimal": 1
}

Output Format

Three outputs are generated:

  1. Dataset - Full normalized records in JSON format
  2. Summary Table - Human-readable ASCII table showing latest values per country
  3. Statistics - Machine-readable run stats (record count, country count, etc.)

Common World Bank Inequality Indicators

CodeDescription
SI.POV.GINIGini index
SI.DST.10TH.10Income share held by lowest 10%
SI.DST.05TH.20Income share held by lowest 20%
SI.DST.FRST.20Income share held by highest 20%
SI.POV.NAHCPoverty headcount at national poverty lines
SI.POV.DDAYPoverty headcount at $2.15/day (2017 PPP)
SI.POV.GINIGini index
SP.POP.TOTLTotal population
NY.GDP.PCAP.CDGDP per capita (current US$)

Find more indicators at: https://data.worldbank.org/

Data Source

World Bank Open Data API - https://data.worldbank.org/
Licensed under Creative Commons Attribution 4.0 (CC BY 4.0)

Pricing

Pay-per-result: $1.00 per 1,000 records ($0.001 per record)

Support

For issues or questions, visit: https://apify.com/wakey7dev/world-bank-inequality-intelligence