
Official website (http://wid.world/)
Also known as WID.world, World wealth and income database, The World Wealth and Income Database
database of wealth and income distribution

Home - WID - World Inequality Database
Home The source for global inequality data. Open access, high quality wealth and income inequality data developed by an international academic consortium.
wid.world →Facundo Alvaredo acts as a general coordinator and is particularly in charge of the income part, while Gabriel Zucman is coordinating the wealth part. The core team also includes Lucas Chancel, who coordinates the preparation of country reports and public relations. If you need specific information about country updates, or press coverage, please contact Facundo Alvaredo, Gabriel Zucman, or Lucas Chancel at the World Inequality Lab at the Paris School of Economics. What distinguishes WID.world’s inequality data from the OECD, the World Bank, or other inequality data providers? Only few institutions provide inequality estimates and those who do so (e.g. the the OECD or the World Bank data portals) rely for the most part on household surveys. One key problem with surveys, however, is that they are based upon self-reporting and are well known to underestimate top incomes and top wealth shares. In addition, surveys only cover a limited time span and make it impossible to offer a long-term perspective on inequality trends. In contrast, WID.world combines national accounts and survey data with fiscal data sources. This allows us to release inequality estimates that are more reliable – from the bottom to the top of the distribution of income and wealth – and also that span over much longer periods. The data series provided in WID.world should however not be seen as perfect and definitive: existing series are continuously updated and improved by WID.world fellows, following new raw data releases or conceptual and methodological improvements. All the methodological followed to construct our series can be found in country-specific papers in our methodology library or in the DINA guidelines . What distinguishes WID.world’s national accounts data from the UN, the IMF, the World Bank, or other national accounts data providers? Estimates for national accounts (such as national income and national wealth) found on WID.world and on international statistical institutions databases are generally consistent, buy can vary for several reasons. First, we release detailed series for national wealth accounts, which usually cannot be found on other portals. Next, we include corrections for offshore wealth and offshore capital income, so that our series on foreign capital income inflows and outflows are consistent at the global level (e.g. they sum to zero), which is typically not the case in existing databases. Finally, reliable series for the consumption of fixed capital (capital depreciation) estimates are not readily available for a large number of countries, so we combine various sources and develop new methods to derive consistent global series. All these methodological choices can explain slightly different values between WID.world and other data portals. They are described in the Metadata associated to each variable and in the associated methodological documents. See in particular the « Distributional National Accounts Guidelines » (there ). In addition, it should be noted that there are specific countries such as China where there is substantial controversy about price deflators and aggregate real growth. In such cases we review all existing series and attempt to combine them in the most sensible manner. This is fully explained in the country-specific papers. There are already many on line economic data portals, why using WID.world? Over the past decades, the increase in economic inequalities was largely driven by a rise in income and wealth accruing to the top of the distribution. However, household surveys, the data sources traditionally used to observe these dynamics, do not capture these evolution very well. They provide useful information and cover a lot of countries but do not inform adequately on income and wealth levels of the richest individuals. WID.world overcomes this limitation by combining different data sources: national accounts, survey data, fiscal data, and wealth rankings. By doing so, it becomes possible to tr
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Discovered by embedding cosine similarity (sentence-transformers MiniLM, 384-dim).