I am hoping to find a dataset of consumer demographics for individual products (e.g., age, gender, income, education level).
For example, say 40% of people with an Iphone are women, 32% are between 24-34, and 20% make over $100,000 a year. Whereas maybe Android users are 45% women, 28% between 24-34, and 25% make over $100,000 a year (arbitrary numbers).
Or for example, people that buy Snickers Bars are 12% women, 78% between 24-34, and 11% make over $100,000 a year.
I have been able to find demographic information for website traffic using Quantcast but I would like to augment that information with demographic information for individual consumer products/brands.
I suspect that this data exsists but I'm not sure if there's an open dataset available for it.
More directly, I would like to use this data to infer a user's demographic information from something like the twitter handles they follow or the products they Like on Facebook.