Where I used to live (Adelaide), the suburbs often picked out for a joke were Elizabeth and the surrounding suburbs, particularly Daveron Park. Others that would occasionally get mentioned were Kilburn, which has a nice part, and a not so nice part, and a few outer southern suburbs like Hackham...