I'm still waiting for someone to name me a major American city that isn't a blue city. If every major city is blue, then there isn't anything to compare it to. At least NY has had a couple of Republican mayors this century, but I doubt the same could be said of San Francisco, Chicago, Philadelphia or Boston.

Big cities will naturally have more crime than little villages, but as someone else mentioned, per capita stats are key.