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As Anthony mentioned, tract-level American Community Survey (ACS) data is only published as part of the 5-year series. The most recent data that's available at the tract level is from the 2014-2018 ACS. Tract-level estimates are not reliable enough to be published annually. There's also the decennial census, but the number of variables is more limited and ...


You can get all sorts of gridded population data (e.g. counts or density) from the Worldpop website, this includes Madagascar. Methodology is discussed here.

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