Two versions of the song appear on the first CD single: the original mash-up version produced by Loo & Placido and a new version produced by Mousse T. featuring a re-recorded sample of "Bohemian Like You" with The Dandy Warhols providing the vocals and instrumentation.
The Dandy Warhols | The Dandy | Yankee Doodle Dandy | dandy horse | ''Dandy'' | Dandy | Dandy in the Underworld | Thomas Raikes (dandy) | James Edgar Dandy | ...Earth to the Dandy Warhols... | Douglas/Long Beach B-17G-95-DL Fortress Serial 44-83884 "Yankee Doodle Dandy" of the 390th Bomb Group shown with James Cagney | Dandy horse | dandy |
The album also included two tracks by Loo & Placido, most notably the chart hit "Horny as a Dandy", featuring The Dandy Warhols and Mousse T.