Book Off Super Bazaar (Outside of Osaka)

The biggest and best one IMO (at least for home goods). It's massive (hence the "super"), and you can easily spend hours in there.

Address: 2 Chome-2-18 Nagahatacho, Yao, Osaka 581-0083, Japan