The 2010 Legacy Edition contains a bonus disc of outtakes and remixes. "Rain Down on Me" had previously been known as "John the Revelator." It is likely that it was retitled for this release due to potential confusion with the traditional song that is also called "John the Revelator" (and which is interpolated in the chorus of "Rain Down on Me").