I know what you mean, but I'd lay a dollar that these people aren't from the city. More likely suburbs, exurbs, small town, etc.
People who live in cities tend to understand danger and avoid it. If somebody is like, "that street gets dangerous past X block, and you're likely to get mugged or worse" you don't go there. Same principle as a wild animal.