I dunno, but considering the location and the crime, I suspect white trash.
Given the location (near Volunteer Park), that’d be Capitol Hill. Not a large black population, but a TON of college students, artists, and homosexuals. I suspect crack or meth addicts, looking to finance their next score.
Cap Hill is also infested with liberals with money, especially on the northern end of the neighborhood, which is where the victim (read: idiot) lives. Lots of old houses, some aparmented out, and fairly pricey to live there.