Although it's fictionalized, the TV show, Boardwalk Empire, does a pretty good depiction of what AC must of been like in the early 20th century. Of course, the place was completely mobbed up and one had to become enured to the occasional dead body dumped in a vacant lot or washing up on the beach, but, otherwise, the place was relatively free from street crime.