Japan tends not to have visibly poor districts but Osaka has many of them, histotically. It's one of that kind of places.
Do you guys know DownTown? The comedy duo from gaki-no-tsukai. They are from a town near of this place. They often make fun of their hometwon and how shitty it was. Literally half of Japanese comedians are from Osaka for reasons.