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Scribd
With over 700,000 paying subscribers and more than 100 million unique visitors per month, Scribd has a good amount of data to pull from.
Below, you'll find the most popular books people have been reading on the app in every state.
You can buy them directly through the link on Amazon if you just want one, or you can sign up for Scribd and get your first month free (and pay $8.99/month going forward) for unlimited access to all of them. I've waxed poetic on them before, but it's a pretty insanely good deal as far as digital reading goes.
These are the most popular books in every state right now: