I suppose that's true. My friend got mugged last year, and it was pretty traumatic for him. What freaked me out was that it was within walking distance from my house, and I thought I lived in a good neighborhood.
Those nice neighborhoods are good targets for criminals. Residents in nicer neighborhoods tend to own more valuable items, not mention let their guard down due to a false sense of security.