The "spikiness" of crime in NYC is extreme. I lived about two blocks away from a housing project which had a low but steady rate of assault, rape, and even the occasional murder. You wouldn't know it on my street and I never felt unsafe. I think the density of the city and relative lack of car mobility makes crime extremely non-uniformly distributed compared to most other cities (where everyone drives).