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- Originally, the episode was going to be episode 624, but that was changed with the announcement of The Old Blue Mayor She Ain't What She Used To Be.
- Everyone in the Simpsons family, excluding Homer, scored above average.
- The Orson Welles documentary of Nostradamus is a parody of The Late, Great Planet Earth, a book by Hal Lindsey which was made into a documentary film released in 1979 and hosted by Orson Welles.
- The alarming prediction of World War III could also be considered a parody of the 1938 Mercury Theatre radio broadcast of The War of the Worlds, which Orson Welles directed and narrated.
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