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Primary Artist
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Outkast
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Main Performer
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Bass
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Preston Crump
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Performer
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Mixing Engineer
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Outkast
Dexter Simmons
Alex Olson
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Production
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Composer
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Antwan Patton
André Benjamin
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Composer
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Composer
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Andre Benjamin
Antwan Patton
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Composer
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Producer
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Outkast
Organized Noize
Peter Hoff
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Production
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Remixing
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Peter Hoff
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Production
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Author
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Andre Benjamin
Antwan Patton
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Production
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Drums
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Dee Simmons
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Performer
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Guitar
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Tomi Martin
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Performer
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Keyboard
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Kenny Wright
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Performer
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Performer
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Outkast
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Performer
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Vocals
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Outkast
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Performer
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Lyricist
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Antwan Patton
André Benjamin
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Composer
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Assistant Engineer
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Mike Wilson
Alex Lowe
Rawle Gittens
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Production
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Engineer
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John Frye
Brian Frye
John Wydrycs
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Production
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Executive Producer
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Antonio "la" Reid
Organized Noize
Kenneth B. Edmonds
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Production
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Artist
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Outkast
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Production