No, but I'd also expect that lower income areas would be more likely to mug someone in particular. You have to be pretty poor to be willing to attack someone for pocket change.
I was not disagreeing with you; I was clarifying a difference between the claim that you made and that which moridinamael made.
There's a lot of background mess in our mental pictures of the world. We try and be accurate on important issues, but a whole lot of the less important stuff we pick up from the media, the movies, and random impressions. And once these impressions are in our mental pictures, they just don't go away - until we find a fact that causes us to say "huh", and reassess.
Here are three facts that have caused that "huh" in me, recently, and completely rearranged minor parts of my mental map. I'm sharing them here, because that experience is a valuable one.