Those Damn Bandits is the first full length release by the then-ska band The Pharmaceutical Bandits, now known as Rx Bandits. Originally released in 1997 through Antedote Records (CDSmallwood), the album was later re-released in 1998 after Drive-Thru Records signed the band. The new version featured slightly different artwork, including the Drive-Thru logo, and was branded DTR release number 5.