Muggers and burglars travel to gentrified neighborhoods to work, because it's a completely rational thing to do.

> Pedestrians are much more able to see or intervene in a crime than drivers are.

Pedestrians are easier to watch and carefully evaluate, also, and will not always be around; you can follow a target and wait until they are safe to rob. People in cars are a mystery, and near active streets a constant one.