It was written by John Swartzwelder, directed by Mark Kirkland and guest stars Jim Varney as Cooder the carny.
After the Simpsons go to the police in order to evict the Cooders from their house, Chief Wiggum refuses to act, still aggrieved over not receiving a bribe.
Homer stretches and warms up, as if about to throw, but instead, he and his family suddenly rush into the house, leaving Cooder and Spud dumbfounded, but also impressed that they were "beaten by the best".
The "fisheye effect", when Cooder is looking through the peep hole, was drawn by hand, not optically, by assistant director Matthew Nastuk.
When Homer and Bart talk through their teeth while holding the chickens, it is a reference to Bob Hope and Bing Crosby films.
During the family's glass-bottom boat ride, a barrel of Li'l Lisa's Patented Animal Slurry is visible on the sea floor.
[7] The authors of the book I Can't Believe It's a Bigger and Better Updated Unofficial Simpsons Guide, Warren Martyn and Adrian Wood, called it "one of the most dismally unfunny episodes ever, lifted only by the brief appearance of a talking camel and Homer's clever way of getting Cooder and Spud out of his home.
Whereas most of the series' politically incorrect moments are funny and well-observed, this episode seems to be saying that fairground folk and travelers really are deeply unpleasant criminals who are both irredeemable and unworthy of help.