Yeah but still way too granular.

There’s 50 US states. Many are very different.

It’d be even better if it was city based.

You'll also need to just chop New York into two and split the city off. NYC data skews the rest of the state so hard...

(north country anectedote: we leave our doors unlocked and laptops, keys, wallets, and iphones straight up in plain view in parking lots up here in rural nowhere. people are dumb.)