it is unreliable data...
...a probable source of the data is from people themselves. How many times have you "registered" a product that you've bought and the "warranty questionnaire" asks a bunch of demographic questions, which always includes, "household income"? I'm sure many people put down BS answers. The companies then use that data for "marketing purposes".
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