100+ datasets found
  1. GDP per capita (current US$)

    • kaggle.com
    Updated Jun 8, 2023
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    Bhanupratap Biswas☑️ (2023). GDP per capita (current US$) [Dataset]. http://doi.org/10.34740/kaggle/dsv/5874119
    Explore at:
    CroissantCroissant is a format for machine-learning datasets. Learn more about this at mlcommons.org/croissant.
    Dataset updated
    Jun 8, 2023
    Dataset provided by
    Kaggle
    Authors
    Bhanupratap Biswas☑️
    Area covered
    United States
    Description

    GDP per capita (current US$) is an economic indicator that measures the average economic output per person in a country. It is calculated by dividing the total Gross Domestic Product (GDP) of a country by its population, both measured in current US dollars. GDP per capita provides a useful metric for comparing the economic well-being and living standards between different countries.

    There are various sources where you can find GDP per capita data, including international organizations, government agencies, and financial institutions. Some prominent sources for GDP per capita data include:

    1. World Bank: The World Bank provides comprehensive data on GDP per capita for countries around the world. They maintain the World Development Indicators (WDI) database, which includes GDP per capita figures for different years.

    2. International Monetary Fund (IMF): The IMF also offers GDP per capita data through their World Economic Outlook (WEO) database. It provides economic indicators and forecasts, including GDP per capita figures for various countries.

    3. National Statistical Agencies: Many countries have their own national statistical agencies that publish GDP per capita data. These agencies collect and analyze economic data, including GDP and population figures, to calculate GDP per capita.

    4. Central Banks: In some cases, central banks may also provide GDP per capita data for their respective countries. They often publish economic indicators and reports that include GDP per capita figures.

    When using GDP per capita data, it's important to note that it represents an average measure and does not necessarily reflect the distribution of wealth within a country. Additionally, GDP per capita figures are often adjusted for inflation to provide real GDP per capita, which accounts for changes in the purchasing power of money over time.

    To access the most up-to-date and accurate GDP per capita data, it is recommended to refer to reputable sources mentioned above or consult the official websites of international organizations, government agencies, or central banks that specialize in economic data and analysis.

  2. F

    Real gross domestic product per capita

    • fred.stlouisfed.org
    json
    Updated Jun 26, 2025
    + more versions
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    (2025). Real gross domestic product per capita [Dataset]. https://fred.stlouisfed.org/series/A939RX0Q048SBEA
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    jsonAvailable download formats
    Dataset updated
    Jun 26, 2025
    License

    https://fred.stlouisfed.org/legal/#copyright-public-domainhttps://fred.stlouisfed.org/legal/#copyright-public-domain

    Description

    Graph and download economic data for Real gross domestic product per capita (A939RX0Q048SBEA) from Q1 1947 to Q1 2025 about per capita, real, GDP, and USA.

  3. GDP Per Capita | Gov Expenditure | Trade

    • kaggle.com
    Updated Apr 8, 2025
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    Shaswata Tripathy (2025). GDP Per Capita | Gov Expenditure | Trade [Dataset]. https://www.kaggle.com/datasets/shaswatatripathy/gdp-per-capita-gov-expenditure-trade
    Explore at:
    CroissantCroissant is a format for machine-learning datasets. Learn more about this at mlcommons.org/croissant.
    Dataset updated
    Apr 8, 2025
    Dataset provided by
    Kaggle
    Authors
    Shaswata Tripathy
    License

    https://creativecommons.org/publicdomain/zero/1.0/https://creativecommons.org/publicdomain/zero/1.0/

    Description

    This dataset provides a comprehensive view of key macroeconomic indicators across various entities (countries or regions) over time. It includes annual data for the following variables:

    Entity: The name of the country or region for which the data is recorded. Code: A standardized three-letter country or region code, facilitating easier identification and merging with other datasets. Year: The calendar year for which the economic indicators are reported. GDP per capita: The gross domestic product (GDP) divided by the midyear population. It represents the average economic output per person and is a common measure of living standards and economic development. Value of global merchandise exports as a share of GDP: This indicates the proportion of a country's total economic output that is represented by the value of its exported goods. It highlights the importance of international trade in the economy. Government expenditure (% of GDP): The total spending by the government as a percentage of the country's GDP. This reflects the size and scope of government involvement in the economy. Trade as a Share of GDP: The sum of a country's total exports and imports of goods and services, expressed as a percentage of its GDP. This metric indicates the overall openness of an economy to international trade. ****Inflation, consumer prices (annual %)****: The percentage change in the average prices of goods and services typically purchased by households over a one-year period. It measures the rate at which the cost of living is changing.

  4. d

    Gross and Real Gross Domestic Product for State of Iowa

    • catalog.data.gov
    • s.cnmilf.com
    • +2more
    Updated Nov 15, 2024
    + more versions
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    data.iowa.gov (2024). Gross and Real Gross Domestic Product for State of Iowa [Dataset]. https://catalog.data.gov/dataset/gross-and-real-gross-domestic-product-for-state-of-iowa
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    Dataset updated
    Nov 15, 2024
    Dataset provided by
    data.iowa.gov
    Area covered
    Iowa
    Description

    This dataset provides both quarterly and annual estimates of the value of the goods and services produced in Iowa as provided by the U.S. Department of Commerce, Bureau of Economic Analysis in tables SAGDP2N, SAGDP9N, SAGDP10N, SQGDP2, and SQGDP9. Annual data is available beginning in 1997, and quarterly beginning 2005. The data include breakdowns of industries' contributions. Quarterly estimates are presented as an annual rate. Gross domestic product (GDP) is the measure of the market value of all final goods and services produced within Iowa in a particular period of time. In concept, an industry's GDP by state, referred to as its "value added", is equivalent to its gross output (sales or receipts and other operating income, commodity taxes, and inventory change) minus its intermediate inputs (consumption of goods and services purchased from other U.S. industries or imported). The Iowa GDP a state counterpart to the Nation's GDP, the Bureau's featured and most comprehensive measure of U.S. economic activity. Iowa GDP differs from national GDP for the following reasons: Iowa GDP excludes and national GDP includes the compensation of federal civilian and military personnel stationed abroad and government consumption of fixed capital for military structures located abroad and for military equipment, except office equipment; and Iowa GDP and national GDP have different revision schedules. GDP is reported in millions of current dollars. Real GDP is an inflation-adjusted measure of Iowa's gross product that is based on national prices for the goods and services produced within Iowa. The real estimates of gross domestic product (GDP) are measured in millions of chained dollars. The annual per capita real GDP is also provided and is measured in chained dollars. In calculating the per capita real GDP, the real GDP is divided by the Census Bureau’s annual midyear (July 1) population estimates for the year.

  5. T

    Mexico GDP per capita

    • tradingeconomics.com
    • id.tradingeconomics.com
    • +12more
    csv, excel, json, xml
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    TRADING ECONOMICS, Mexico GDP per capita [Dataset]. https://tradingeconomics.com/mexico/gdp-per-capita
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    csv, excel, xml, jsonAvailable download formats
    Dataset authored and provided by
    TRADING ECONOMICS
    License

    Attribution 4.0 (CC BY 4.0)https://creativecommons.org/licenses/by/4.0/
    License information was derived automatically

    Time period covered
    Dec 31, 1960 - Dec 31, 2024
    Area covered
    Mexico
    Description

    The Gross Domestic Product per capita in Mexico was last recorded at 10313.49 US dollars in 2024. The GDP per Capita in Mexico is equivalent to 82 percent of the world's average. This dataset provides - Mexico GDP per capita - actual values, historical data, forecast, chart, statistics, economic calendar and news.

  6. g

    Real GDP per capita | gimi9.com

    • gimi9.com
    Updated Jan 29, 2006
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    (2006). Real GDP per capita | gimi9.com [Dataset]. https://gimi9.com/dataset/eu_e7xssvplrdkyjkfqpz9b2w/
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    Dataset updated
    Jan 29, 2006
    Description

    The indicator is calculated as the ratio of real GDP to the average population of a specific year. GDP measures the value of total final output of goods and services produced by an economy within a certain period of time. It includes goods and services that have markets (or which could have markets) and products which are produced by general government and non-profit institutions. It is a measure of economic activity and is also used as a proxy for the development in a country’s material living standards. However, it is a limited measure of economic welfare. For example, neither does GDP include most unpaid household work nor does GDP take account of negative effects of economic activity, like environmental degradation.

  7. T

    Japan GDP per capita

    • tradingeconomics.com
    • zh.tradingeconomics.com
    • +13more
    csv, excel, json, xml
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    TRADING ECONOMICS, Japan GDP per capita [Dataset]. https://tradingeconomics.com/japan/gdp-per-capita
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    json, xml, excel, csvAvailable download formats
    Dataset authored and provided by
    TRADING ECONOMICS
    License

    Attribution 4.0 (CC BY 4.0)https://creativecommons.org/licenses/by/4.0/
    License information was derived automatically

    Time period covered
    Dec 31, 1960 - Dec 31, 2024
    Area covered
    Japan
    Description

    The Gross Domestic Product per capita in Japan was last recorded at 37144.91 US dollars in 2024. The GDP per Capita in Japan is equivalent to 294 percent of the world's average. This dataset provides - Japan GDP per capita - actual values, historical data, forecast, chart, statistics, economic calendar and news.

  8. T

    United States GDP per capita PPP

    • tradingeconomics.com
    • tr.tradingeconomics.com
    • +13more
    csv, excel, json, xml
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    TRADING ECONOMICS, United States GDP per capita PPP [Dataset]. https://tradingeconomics.com/united-states/gdp-per-capita-ppp
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    excel, xml, json, csvAvailable download formats
    Dataset authored and provided by
    TRADING ECONOMICS
    License

    Attribution 4.0 (CC BY 4.0)https://creativecommons.org/licenses/by/4.0/
    License information was derived automatically

    Time period covered
    Dec 31, 1990 - Dec 31, 2024
    Area covered
    United States
    Description

    The Gross Domestic Product per capita in the United States was last recorded at 75491.61 US dollars in 2024, when adjusted by purchasing power parity (PPP). The GDP per Capita, in the United States, when adjusted by Purchasing Power Parity is equivalent to 425 percent of the world's average. This dataset provides - United States GDP per capita PPP - actual values, historical data, forecast, chart, statistics, economic calendar and news.

  9. t

    Real GDP per capita - Vdataset - LDM

    • service.tib.eu
    Updated Jan 8, 2025
    + more versions
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    (2025). Real GDP per capita - Vdataset - LDM [Dataset]. https://service.tib.eu/ldmservice/dataset/eurostat_sneimtptzaqko7ebizc03q
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    Dataset updated
    Jan 8, 2025
    Description

    The indicator is calculated as the ratio of real gross domestic product to the average population of a specific year. GDP measures the value of total final output of goods and services produced by an economy within a certain period of time.

  10. c

    GDP per capita in PPS

    • opendata.marche.camcom.it
    • data.europa.eu
    json
    Updated Jul 10, 2025
    + more versions
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    ESTAT (2025). GDP per capita in PPS [Dataset]. https://opendata.marche.camcom.it/json-browser.htm?dse=tec00114?lastTimePeriod=1
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    jsonAvailable download formats
    Dataset updated
    Jul 10, 2025
    Dataset authored and provided by
    ESTAT
    License

    Attribution 4.0 (CC BY 4.0)https://creativecommons.org/licenses/by/4.0/
    License information was derived automatically

    Time period covered
    2024
    Area covered
    Variables measured
    Volume indices of real expenditure per capita (in PPS_EU27_2020=100)
    Description

    Data from 1st of June 2022. For most recent GDP data, consult dataset nama_10_gdp. Gross domestic product (GDP) is a measure for the economic activity. It is defined as the value of all goods and services produced less the value of any goods or services used in their creation. The volume index of GDP per capita in Purchasing Power Standards (PPS) is expressed in relation to the European Union average set to equal 100. If the index of a country is higher than 100, this country's level of GDP per head is higher than the EU average and vice versa. Basic figures are expressed in PPS, i.e. a common currency that eliminates the differences in price levels between countries allowing meaningful volume comparisons of GDP between countries. Please note that the index, calculated from PPS figures and expressed with respect to EU27_2020 = 100, is intended for cross-country comparisons rather than for temporal comparisons."

    Copyright notice and free re-use of data on: https://ec.europa.eu/eurostat/about-us/policies/copyright

  11. t

    Purchasing power adjusted GDP per capita

    • service.tib.eu
    • opendata.marche.camcom.it
    Updated Jan 8, 2025
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    (2025). Purchasing power adjusted GDP per capita [Dataset]. https://service.tib.eu/ldmservice/dataset/eurostat_zn9wfkzbsqjqd6rzikzo6a
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    Dataset updated
    Jan 8, 2025
    Description

    Gross domestic product (GDP) is a measure for the economic activity. It refers to the value of the total output of goods and services produced by an economy, less intermediate consumption, plus net taxes on products and imports. GDP per capita is calculated as the ratio of GDP to the average population in a specific year. Basic figures are expressed in purchasing power standards (PPS), which represents a common currency that eliminates the differences in price levels between countries to allow meaningful volume comparisons of GDP. The values are also offered as an index calculated in relation to the European Union average set to equal 100. If the index of a country is higher than 100, this country's level of GDP per head is higher than the EU average and vice versa. Please note that this index is intended for cross-country comparisons rather than for temporal comparisons. Finally, the disparities indicator offered for EU aggregates is calculated as the coefficient of variation of the national figures. This time series offers a measure of the convergence of economic activity between the EU Member States.

  12. Gross Domestic Product Per Capita, 2016, from World Bank

    • fesec-cesj.opendata.arcgis.com
    • hub.arcgis.com
    Updated Jul 5, 2017
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    Urban Observatory by Esri (2017). Gross Domestic Product Per Capita, 2016, from World Bank [Dataset]. https://fesec-cesj.opendata.arcgis.com/datasets/UrbanObservatory::gross-domestic-product-per-capita-2016-from-world-bank
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    Dataset updated
    Jul 5, 2017
    Dataset provided by
    Esrihttp://esri.com/
    Authors
    Urban Observatory by Esri
    Area covered
    Description

    This map contains Gross Domestic Product - the total value of goods produced and services provided - by country, per capita in 2016, expressed in 2016 US Dollars. Expressing the GDP in "per capita" terms allows for better comparisons across countries. Total GDP is available in an accompanying map. GDP as a measure has been largely criticized as an incomplete measure of productivity and wealth, as it does not take into account production in the informal economy, quality of life, degradation to the environment, or income distribution. However, GDP is an internationally comparable measure, used in everything from banks setting interest rates to political campaign speeches.Source: World Bank, World Development Indicators.

  13. f

    Japan GDP per capita

    • focus-economics.com
    excel, flat file, pdf
    Updated Nov 21, 2022
    + more versions
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    FocusEconomics S.L.U. (2022). Japan GDP per capita [Dataset]. https://www.focus-economics.com/country-indicator/japan/gdp-per-capita-USD
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    flat file, excel, pdfAvailable download formats
    Dataset updated
    Nov 21, 2022
    Authors
    FocusEconomics S.L.U.
    Time period covered
    1980 - 2028
    Area covered
    Japan
    Description

    FocusEconomics' economic data is provided by official state statistical reporting agencies as well as our global network of leading banks, think tanks and consultancies. Our datasets provide not only historical data, but also Consensus Forecasts and individual forecasts from the aformentioned global network of economic analysts. This includes the latest forecasts as well as historical forecasts going back to 2010. Our global network consists of over 1000 world-renowned economic analysts from which we calculate our Consensus Forecasts. In this specific dataset you will find economic data for Japan GDP per capita.

  14. H

    Latent Estimates of Historic Gross Domestic Product, GDP per capita, Surplus...

    • dataverse.harvard.edu
    • search.dataone.org
    Updated Aug 1, 2024
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    Christopher Fariss; Jonathan Markowitz; Miriam Barnum (2024). Latent Estimates of Historic Gross Domestic Product, GDP per capita, Surplus Domestic Product, and Population Data Version 1 [Dataset]. http://doi.org/10.7910/DVN/FALCGS
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    CroissantCroissant is a format for machine-learning datasets. Learn more about this at mlcommons.org/croissant.
    Dataset updated
    Aug 1, 2024
    Dataset provided by
    Harvard Dataverse
    Authors
    Christopher Fariss; Jonathan Markowitz; Miriam Barnum
    License

    CC0 1.0 Universal Public Domain Dedicationhttps://creativecommons.org/publicdomain/zero/1.0/
    License information was derived automatically

    Description

    Gross Domestic Product (GDP), GDP per capita, and population are central to the study of politics and economics broadly, and conflict processes in particular. Despite the prominence of these variables in empirical research, existing data lack historical coverage and are assumed to be measured without error. We develop a latent variable modeling framework that expands data coverage (1500 A.D--2018 A.D) and, by making use of multiple indicators for each variable, provides a principled framework to estimate uncertainty for values for all country-year variables relative to one another. Expanded temporal coverage of estimates provides new insights about the relationship between development and democracy, conflict, repression, and health. We also demonstrate how to incorporate uncertainty in observational models. Results show that the relationship between repression and development is weaker than models that do not incorporate uncertainty suggest. Future extensions of the latent variable model can address other forms of systematic measurement error with new data, new measurement theory, or both.

  15. T

    Saudi Arabia GDP per capita

    • tradingeconomics.com
    • pt.tradingeconomics.com
    • +13more
    csv, excel, json, xml
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    TRADING ECONOMICS, Saudi Arabia GDP per capita [Dataset]. https://tradingeconomics.com/saudi-arabia/gdp-per-capita
    Explore at:
    excel, json, csv, xmlAvailable download formats
    Dataset authored and provided by
    TRADING ECONOMICS
    License

    Attribution 4.0 (CC BY 4.0)https://creativecommons.org/licenses/by/4.0/
    License information was derived automatically

    Time period covered
    Dec 31, 1960 - Dec 31, 2024
    Area covered
    Saudi Arabia
    Description

    The Gross Domestic Product per capita in Saudi Arabia was last recorded at 24917.19 US dollars in 2024. The GDP per Capita in Saudi Arabia is equivalent to 197 percent of the world's average. This dataset provides the latest reported value for - Saudi Arabia GDP per capita - plus previous releases, historical high and low, short-term forecast and long-term prediction, economic calendar, survey consensus and news.

  16. Country Socioeconomic Status Scores, Part II

    • kaggle.com
    Updated Jul 14, 2017
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    sdorius (2017). Country Socioeconomic Status Scores, Part II [Dataset]. https://www.kaggle.com/datasets/sdorius/countryses/code
    Explore at:
    CroissantCroissant is a format for machine-learning datasets. Learn more about this at mlcommons.org/croissant.
    Dataset updated
    Jul 14, 2017
    Dataset provided by
    Kagglehttp://kaggle.com/
    Authors
    sdorius
    License

    http://opendatacommons.org/licenses/dbcl/1.0/http://opendatacommons.org/licenses/dbcl/1.0/

    Description

    This dataset contains estimates of the socioeconomic status (SES) position of each of 149 countries covering the period 1880-2010. Measures of SES, which are in decades, allow for a 130 year time-series analysis of the changing position of countries in the global status hierarchy. SES scores are the average of each country’s income and education ranking and are reported as percentile rankings ranging from 1-99. As such, they can be interpreted similarly to other percentile rankings, such has high school standardized test scores. If country A has an SES score of 55, for example, it indicates that 55 percent of the countries in this dataset have a lower average income and education ranking than country A. ISO alpha and numeric country codes are included to allow users to merge these data with other variables, such as those found in the World Bank’s World Development Indicators Database and the United Nations Common Database.

    See here for a working example of how the data might be used to better understand how the world came to look the way it does, at least in terms of status position of countries.

    VARIABLE DESCRIPTIONS:

    unid: ISO numeric country code (used by the United Nations)

    wbid: ISO alpha country code (used by the World Bank)

    SES: Country socioeconomic status score (percentile) based on GDP per capita and educational attainment (n=174)

    country: Short country name

    year: Survey year

    gdppc: GDP per capita: Single time-series (imputed)

    yrseduc: Completed years of education in the adult (15+) population

    region5: Five category regional coding schema

    regionUN: United Nations regional coding schema

    DATA SOURCES:

    The dataset was compiled by Shawn Dorius (sdorius@iastate.edu) from a large number of data sources, listed below. GDP per Capita:

    1. Maddison, Angus. 2004. 'The World Economy: Historical Statistics'. Organization for Economic Co-operation and Development: Paris. GDP & GDP per capita data in (1990 Geary-Khamis dollars, PPPs of currencies and average prices of commodities). Maddison data collected from: http://www.ggdc.net/MADDISON/Historical_Statistics/horizontal-file_02-2010.xls.

    2. World Development Indicators Database Years of Education 1. Morrisson and Murtin.2009. 'The Century of Education'. Journal of Human Capital(3)1:1-42. Data downloaded from http://www.fabricemurtin.com/ 2. Cohen, Daniel & Marcelo Cohen. 2007. 'Growth and human capital: Good data, good results' Journal of economic growth 12(1):51-76. Data downloaded from http://soto.iae-csic.org/Data.htm

    3. Barro, Robert and Jong-Wha Lee, 2013, "A New Data Set of Educational Attainment in the World, 1950-2010." Journal of Development Economics, vol 104, pp.184-198. Data downloaded from http://www.barrolee.com/

    4. Maddison, Angus. 2004. 'The World Economy: Historical Statistics'. Organization for Economic Co-operation and Development: Paris. 13.

    5. United Nations Population Division. 2009.

  17. g

    Purchasing power adjusted GDP per capita | gimi9.com

    • gimi9.com
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    Purchasing power adjusted GDP per capita | gimi9.com [Dataset]. https://gimi9.com/dataset/eu_zn9wfkzbsqjqd6rzikzo6a
    Explore at:
    Description

    Gross domestic product (GDP) is a measure for the economic activity. It refers to the value of the total output of goods and services produced by an economy, less intermediate consumption, plus net taxes on products and imports. GDP per capita is calculated as the ratio of GDP to the average population in a specific year. Basic figures are expressed in purchasing power standards (PPS), which represents a common currency that eliminates the differences in price levels between countries to allow meaningful volume comparisons of GDP. The values are also offered as an index calculated in relation to the European Union average set to equal 100. If the index of a country is higher than 100, this country's level of GDP per head is higher than the EU average and vice versa. Please note that this index is intended for cross-country comparisons rather than for temporal comparisons. Finally, the disparities indicator offered for EU aggregates is calculated as the coefficient of variation of the national figures. This time series offers a measure of the convergence of economic activity between the EU Member States.

  18. T

    Panama GDP per capita PPP

    • tradingeconomics.com
    • ar.tradingeconomics.com
    • +13more
    csv, excel, json, xml
    Updated Feb 10, 2024
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    TRADING ECONOMICS (2025). Panama GDP per capita PPP [Dataset]. https://tradingeconomics.com/panama/gdp-per-capita-ppp
    Explore at:
    csv, xml, excel, jsonAvailable download formats
    Dataset updated
    Feb 10, 2024
    Dataset authored and provided by
    TRADING ECONOMICS
    License

    Attribution 4.0 (CC BY 4.0)https://creativecommons.org/licenses/by/4.0/
    License information was derived automatically

    Time period covered
    Dec 31, 1990 - Dec 31, 2024
    Area covered
    Panama
    Description

    The Gross Domestic Product per capita in Panama was last recorded at 36426.01 US dollars in 2024, when adjusted by purchasing power parity (PPP). The GDP per Capita, in Panama, when adjusted by Purchasing Power Parity is equivalent to 205 percent of the world's average. This dataset provides - Panama GDP per capita PPP - actual values, historical data, forecast, chart, statistics, economic calendar and news.

  19. c

    Iowa Per Capita Personal Income, Annual Estimate

    • s.cnmilf.com
    • catalog.data.gov
    Updated Sep 1, 2023
    + more versions
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    data.iowa.gov (2023). Iowa Per Capita Personal Income, Annual Estimate [Dataset]. https://s.cnmilf.com/user74170196/https/catalog.data.gov/dataset/iowa-per-capita-personal-income-annual-estimate
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    Dataset updated
    Sep 1, 2023
    Dataset provided by
    data.iowa.gov
    Area covered
    Iowa
    Description

    This measure reports the annual per capita personal income for the State of Iowa. Personal income is defined as the sum of wages and salaries, supplements to wages and salaries, proprietors’ income, dividends, interest, and rent, and personal current transfer receipts, less contributions for government social insurance. Personal income for Iowa is the income received by, or on behalf of all persons residing in Iowa, regardless of the duration of residence, except for foreign nationals employed by their home governments in Iowa. Per capita personal income is personal income divided by the Census Bureau’s annual midyear (July 1) population estimates.

  20. A

    ‘GapMinder - Income Inequality’ analyzed by Analyst-2

    • analyst-2.ai
    Updated Apr 1, 2020
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    Analyst-2 (analyst-2.ai) / Inspirient GmbH (inspirient.com) (2020). ‘GapMinder - Income Inequality’ analyzed by Analyst-2 [Dataset]. https://analyst-2.ai/analysis/kaggle-gapminder-income-inequality-7f0b/latest
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    Dataset updated
    Apr 1, 2020
    Dataset authored and provided by
    Analyst-2 (analyst-2.ai) / Inspirient GmbH (inspirient.com)
    License

    Attribution 4.0 (CC BY 4.0)https://creativecommons.org/licenses/by/4.0/
    License information was derived automatically

    Description

    Analysis of ‘GapMinder - Income Inequality’ provided by Analyst-2 (analyst-2.ai), based on source dataset retrieved from https://www.kaggle.com/psterk/income-inequality on 28 January 2022.

    --- Dataset description provided by original source is as follows ---

    Content

    This analysis focuses on income inequailty as measured by the Gini Index* and its association with economic metrics such as GDP per capita, investments as a % of GDP, and tax revenue as a % of GDP. One polical metric, EIU democracy index, is also included.

    The data is for years 2006 - 2016

    This investigation can be considered a starting point for complex questions such as:

    1. Is a higher tax revenue as a % of GDP associated with less income inequality?
    2. Is a higher EIU democracy index associated with less income inequality?
    3. Is higher GDP per capita associated with less income inequality?
    4. Is higher investments as a % of GDP associated with less income inequality?

    This analysis uses the gapminder dataset from the Gapminder Foundation. The Gapminder Foundation is a non-profit venture registered in Stockholm, Sweden, that promotes sustainable global development and achievement of the United Nations Millennium Development Goals by increased use and understanding of statistics and other information about social, economic and environmental development at local, national and global levels.

    *The Gini Index is a measure of statistical dispersion intended to represent the income or wealth distribution of a nation's residents, and is the most commonly used measurement of inequality. It was developed by the Italian statistician and sociologist Corrado Gini and published in his 1912 paper Variability and Mutability.

    The dataset contains data from the following GapMinder datasets:

    EIU Democracy Index:

    "This democracy index is using the data from the Economist Inteligence Unit to express the quality of democracies as a number between 0 and 100. It's based on 60 different aspects of societies that are relevant to democracy universal suffrage for all adults, voter participation, perception of human rights protection and freedom to form organizations and parties. The democracy index is calculated from the 60 indicators, divided into five ""sub indexes"", which are:

    1. Electoral pluralism index;
    2. Government index;
    3. Political participation indexm;
    4. Political culture index;
    5. Civil liberty index.

    The sub-indexes are based on the sum of scores on roughly 12 indicators per sub-index, converted into a score between 0 and 100. (The Economist publishes the index with a scale from 0 to 10, but Gapminder has converted it to 0 to 100 to make it easier to communicate as a percentage.)" https://docs.google.com/spreadsheets/d/1d0noZrwAWxNBTDSfDgG06_aLGWUz4R6fgDhRaUZbDzE/edit#gid=935776888

    Income: GDP per capita, constant PPP dollars

    GDP per capita measures the value of everything produced in a country during a year, divided by the number of people. The unit is in international dollars, fixed 2011 prices. The data is adjusted for inflation and differences in the cost of living between countries, so-called PPP dollars. The end of the time series, between 1990 and 2016, uses the latest GDP per capita data from the World Bank, from their World Development Indicators. To go back in time before the World Bank series starts in 1990, we have used several sources, such as Angus Maddison. https://www.gapminder.org/data/documentation/gd001/

    Investments (% of GDP)

    Capital formation is a term used to describe the net capital accumulation during an accounting period for a particular country. The term refers to additions of capital goods, such as equipment, tools, transportation assets, and electricity. Countries need capital goods to replace the older ones that are used to produce goods and services. If a country cannot replace capital goods as they reach the end of their useful lives, production declines. Generally, the higher the capital formation of an economy, the faster an economy can grow its aggregate income.

    Tax revenue (% of GDP)

    refers to compulsory transfers to the central governement for public purposes. Does not include social security. https://data.worldbank.org/indicator/GC.TAX.TOTL.GD.ZS

    Context

    Gapminder is an independent Swedish foundation with no political, religious or economic affiliations. Gapminder is a fact tank, not a think tank. Gapminder fights devastating misconceptions about global development. Gapminder produces free teaching resources making the world understandable based on reliable statistics. Gapminder promotes a fact-based worldview everyone can understand. Gapminder collaborates with universities, UN, public agencies and non-governmental organizations. All Gapminder activities are governed by the board. We do not award grants. Gapminder Foundation is registered at Stockholm County Administration Board. Our constitution can be found here.

    Acknowledgements

    Thanks to gapminder.org for organizing the above datasets.

    Inspiration

    Below are some research questions associated with the data and some initial conclusions:

    Research Question 1 - Is Income Inequality Getting Worse or Better in the Last 10 Years?

    Answer:

    Yes, it is getting better, improving from 38.7 to 37.3

    On a continent basis, all were either declining or mostly flat, except for Africa.

    Research Question 2 - What Top 10 Countries Have the Lowest and Highest Income Inequality?

    Answer:

    Lowest: Slovenia, Ukraine, Czech Republic, Norway, Slovak Republic, Denmark, Kazakhstan, Finland, Belarus,Kyrgyz Republic

    Highest: Colombia, Lesotho, Honduras, Bolivia, Central African Republic, Zambia, Suriname, Namibia, Botswana, South Africa

    Research Question 3 Is a higher tax revenue as a % of GDP associated with less income inequality?

    Answer: No

    Research Question 4 - Is Higher Income Per Person - GDP Per Capita associated with less income inequality?

    Answer: No, but weak negative correlation.

    Research Question 5 - Is Higher Investment as % GDP associated with less income inequality?

    Answer: No

    Research Question 6 - Is Higher EIU Democracy Index associated with less income inequality?

    Answer: No, but weak negative correlation.

    The above results suggest that there are other drivers for the overall reduction in income inequality. Futher analysis of additional factors should be undertaken.

    --- Original source retains full ownership of the source dataset ---

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Bhanupratap Biswas☑️ (2023). GDP per capita (current US$) [Dataset]. http://doi.org/10.34740/kaggle/dsv/5874119
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GDP per capita (current US$)

GDP per capita (current US$) is an economic indicator that measures the average

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Dataset updated
Jun 8, 2023
Dataset provided by
Kaggle
Authors
Bhanupratap Biswas☑️
Area covered
United States
Description

GDP per capita (current US$) is an economic indicator that measures the average economic output per person in a country. It is calculated by dividing the total Gross Domestic Product (GDP) of a country by its population, both measured in current US dollars. GDP per capita provides a useful metric for comparing the economic well-being and living standards between different countries.

There are various sources where you can find GDP per capita data, including international organizations, government agencies, and financial institutions. Some prominent sources for GDP per capita data include:

  1. World Bank: The World Bank provides comprehensive data on GDP per capita for countries around the world. They maintain the World Development Indicators (WDI) database, which includes GDP per capita figures for different years.

  2. International Monetary Fund (IMF): The IMF also offers GDP per capita data through their World Economic Outlook (WEO) database. It provides economic indicators and forecasts, including GDP per capita figures for various countries.

  3. National Statistical Agencies: Many countries have their own national statistical agencies that publish GDP per capita data. These agencies collect and analyze economic data, including GDP and population figures, to calculate GDP per capita.

  4. Central Banks: In some cases, central banks may also provide GDP per capita data for their respective countries. They often publish economic indicators and reports that include GDP per capita figures.

When using GDP per capita data, it's important to note that it represents an average measure and does not necessarily reflect the distribution of wealth within a country. Additionally, GDP per capita figures are often adjusted for inflation to provide real GDP per capita, which accounts for changes in the purchasing power of money over time.

To access the most up-to-date and accurate GDP per capita data, it is recommended to refer to reputable sources mentioned above or consult the official websites of international organizations, government agencies, or central banks that specialize in economic data and analysis.

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