KNOEMA: Forecast Data Atlas

100+ public socio-economic-related datasets from the WB, OECD, IMF, ILO, BLS and other authoritative sources.


The Forecast Data Altas gives you access to comprehensive data resources on the future of the world’s development that help shape socio-economic scenarios and forecasts, and build hypotheses on future quality of human capital, demographic trends, climate change, labor market conditions, government finance, energy demand, and long-term growth trajectories.

Topics covered:

– GDP projections

– Demographic projections

– Energy outlook

– Labor market outlook

– Agricultural outlook

– Climate change


Datasets include:

– UN DESA World Population Prospects

– OECD Agricultural Outlook

– BLS National Employment Matrix

– ILO Employment by Economic Activity

– CBO Long-Term US Budget Projections

– 100+ others


Please see reference table FORECAST_DATASETS that includes the list of all tables/datasets included in this listing, with key details on each table/dataset including name, source, frequency of refresh, source, documentation on data, etc.

Fields include:

– Population

– Education attainment

– Urbanization

– Per capita food demand

– Water stress ranking


Sources include IMF, UN DESA, World Bank, OECD, BLS, Eurostat, FAO, bp, ILO, Congressional Budget Office (CBO), The White House (WH), World Resource Institute (WRI), Barro-Lee, World Steel Association (WSA). Datasets are updated within 1-7 days of the most recent data being made available by the underlying reporter. More detail on each of the datasets, fields, and sources included in the share can be found at the link in our documentation.

Use cases

– Estimating long-term demographic trends

– Forecasting agriculture and food products demand potential

– Assessing changes in countries’ climate conditions


About the Provider:

Knoema is the most comprehensive source of global decision-making data in the world. Our data technology solutions compress the complex data discovery to insight workflow from countless hours to minutes, saving clients time, energy, and budget. Our data tools allow individuals and enterprises to discover, visualize, model, and present their data and the world’s data to facilitate more informed decisions and better business outcomes.

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