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I need to combine census data with household income data. I was able to obtain census data district wise for entire India and join it with the district-level shapefile, I need data on household income district wise for entire India.

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  • If it's open data that you seek then I think the place to ask is the Open Data Stack Exchange.
    – PolyGeo
    Commented Dec 23, 2019 at 10:41

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If you're looking for data from across the country, you need to explore the national statistics site:

http://www.mospi.gov.in/

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