Many of the people involved with this special's inception were also involved with the creation of Mystery Science Theater 3000.
The idea of dropping a Water Melon off the roof was inspired by segments on Late Night with David Letterman that were airing in the mid '80s.
Show was cancelled after three years, but revived in 2015 with some of the same people.