Running Time: X:XX
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- The video set was a recreation of the set of Michael Jackson's Bad video, which had recently been constructed for use in Jackson's film Moonwalker. Jackson let Al use the set for free.
- A sequel for this song, Fatter was planned, but not released.
- This is one of the "Weird Al" songs where the theme is Obesity and Food.
- When Al performs this song in concert, he wears the fat makeup and suit.
- "Weird Al"’s fat makeup took three hours to apply each day for the music video.
- One of the dancers was just an obese pizza delivery guy who needed the paycheck.
- The taunters were none other than the Fat Boys.