As you can tell by the above posts, Punchbowl does have a stigma attached to it.
Also as mentioned above, recently a few shooting etc and unfortunatley it does seeem to be the Punchbowl/Bankstown area that gets in the news a lot for this kind of stuff.
In saying that however, I have a few...