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The featured artist on "Party People" is Fergie, a renowned singer and rapper who rose to prominence as a member of the hip-hop group The Black Eyed Peas. Known for her powerful vocals and captivating stage presence, Fergie brought her unique talent to the track, adding an energetic and infectious vibe to the song.