If your city has a bike planner ask them, as generally they are more aware of crimes that effect cyclists. The area south of me is supposed to be a "bad" neighborhood but I have never experienced anything. And in another part of town which is supposed to be better there are lots of bike-jackings and other junk that happens to cyclists. Crime maps specifically relating to cyclists can be a whole different animal.