I grew up in the suburbs of Milwaukee and diversity just isn't a thing here. As a white dude there are just some areas you are not allowed to go in the city.
Hell there was a race riot after the state fair last year. This segregation definitely contributes to negative stereotypes on all sides.
Now that I live in SF I understand what diversity really means. Poop everywhere...