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Sittin' at a Bar is a repackaging of Rehab's 2000 studio album Southern Discomfort, with a shuffled track listing. Epic Records put it out to capitalize on the success of the song "Sittin' at a Bar" which had been re-recorded and released as a single by the band's new label, Universal.