I've only ever heard the claim made in reference to other large cities, not suburban, rural, or exurban parts of the country.

Its trivially true that dense urban environments are going to have different baseline patterns of crime

It also seems pretty clear to me that this is the context OP was speaking in, given that almost everything else he described are features of big cities.