World Economic Indicators Scraper: GDP, Inflation & More avatar

World Economic Indicators Scraper: GDP, Inflation & More

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World Economic Indicators Scraper: GDP, Inflation & More

World Economic Indicators Scraper: GDP, Inflation & More

World Bank economic data for any countries: GDP, GDP per capita, inflation, unemployment, population, life expectancy, trade and ~29,500 more indicators, decades of history. One row per country-indicator-year, enriched with region and income level. Keyless, global, no API key.

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Pay per usage

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Ken M

Ken M

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Pull clean economic data for any set of countries and any set of indicators, across decades, in one run. Built on the World Bank Indicators API — ~265 economies and ~29,500 indicators (GDP, GDP per capita, inflation, unemployment, population, life expectancy, trade, debt, and far more). No API key, no proxy, works for every country on Earth.

Who it's for

  • Analysts, fintech and funds building country-risk and macro models.
  • Researchers, universities and students who need multi-country panel data without hand-assembling it.
  • Consultancies, NGOs, journalists and data-viz teams producing country comparisons and economic profiles.
  • Companies doing market-entry and expansion analysis.

Input

FieldWhat it does
countriesISO codes (US, CN, IN…), or ALL for every economy, or World Bank aggregates (WLD, EUU, LMY).
indicatorsWorld Bank indicator ids, e.g. NY.GDP.MKTP.CD (GDP), FP.CPI.TOTL.ZG (inflation). Browse at data.worldbank.org/indicator.
startYear / endYearYear range. Empty = full available history.
mostRecentOnlyReturn only the latest value per country-indicator (a current snapshot).
skipEmptySkip country-years with missing values (on by default).
maxRowsCap on data points. Controls cost.

Output (one row per country-indicator-year)

country, countryCode, iso3, region, incomeLevel, indicatorId, indicator, year, value, unit.

Each row is enriched with the country's region and income level (from World Bank metadata), so you can group or filter by region and income without a second data source.

Common indicator ids

IndicatorId
GDP (current US$)NY.GDP.MKTP.CD
GDP per capita (current US$)NY.GDP.PCAP.CD
GDP growth (annual %)NY.GDP.MKTP.KD.ZG
Inflation, consumer prices (annual %)FP.CPI.TOTL.ZG
Unemployment (% of labor force)SL.UEM.TOTL.ZS
Population, totalSP.POP.TOTL
Life expectancy at birthSP.DYN.LE00.IN

Pricing

Pay per event: $0.004 per data point (country-indicator-year). The first 2 rows per run are free, so you can preview the output at no cost.

Example

{
"countries": ["US", "CN", "IN", "BR", "KE"],
"indicators": ["NY.GDP.MKTP.CD", "FP.CPI.TOTL.ZG"],
"startYear": 2015,
"endYear": 2023
}

Returns GDP and inflation for those five countries, 2015–2023, one row each.