|Walking Big & Tall||
- Bart briefly mentions about when he wrote a song with "Michael Jackson" (Leon Kompowsky) known as "Happy Birthday, Lisa" from Stark Raving Dad. He also asks why Marge and Homer let him share a room with a crazy guy.
- It is revealed that Hans Moleman was the mayor of Springfield 30 years earlier.
- Hashtags in the cellphone during the anthem presentation:
- In the flashback, Principal Skinner was seen in his sailor's suit in Brother from the Same Planet; thus confirming the events of The Principal and the Pauper non-canon.
- It is revealed that in the flashback, Moe's father wasn't the Yeti at all. He was a regular human who is Moe's real father. The Yeti being Moe's father is inconsistent with this episode.
- The title of the episode is a possible reference to the 1973 American action Buford Pusser semi-biopic film Walking Tall.
- One of the posters at Big is Beautiful is a chopped up snake with the words "Put bread on me" written on it. This references the "Don't Tread on Me" image during the Revolutionary War that featured a snake cut up into 13 pieces.
- The episode's plot could be based on fat acceptance groups who encourage pride in being overweight. Homer's quote about not buying into the lies taught by "big nutrition" is a reference to claims by groups like that that the diet industry forces others to conform to their standards of beauty. Albert saying that they don't use the word fat is a reference that groups like that choose not be called fat but other synonyms instead.
- The list of names Homer doesn't wish to be called anymore are:
- Fat Bastard
- Michelin Man
- Stay Puft
- It is Balloon!
- Papa Grande
- Augustus Gloop
- beached whale
- big boned
- Wisconsin Skinny
- dump truck
- jelly belly
- pudgy wudgy
- lard ass
- Buddha belly
- Hurry eat Tubman
- one ton soup
- Blob Saget
- Chub hub
- Calvin Cool whip
- Manfred Mannboobs
- 21 Lump Street
- Walking 'Before' Picture
- Harvey Milk Chocolate
- Obese Want Cannoli
- Mahatma Gumbo
- Salvador Deli
- Elmer Pantry
- KFC and the Sponge Cake Band
- Snackie Oneassis
- The Foody Blues
- Hoagie Carmichael
- wide load
- Several references in the names are to Austin Powers, Michelin Man, Ghostbusters, Chumba Wumba, Papa Grande, Charlie and the Chocolate Factory, Buddha, Harriet Tubman, Bob Saget, Calvin Coolidge, Manfred Mann, 21 Jump Street, Harvey Milk, Obi-Wan Kenobi, Mahatma Ghandi, Salvador Dali, KFC, KC and the Sunshine Band, Jackie Onassis, and the Moody Blues.
- Patty and Selma appear to be close in age to Marge. In other episodes, they are around five years older than her.
- Strangely, Homer was the only character to get stuck in the theater's seat while some fatter characters, like Chief Wiggum, didn't.
- Also, if Homer was too wide to fit through the doors (as he was unable to escape) then how could he, or the fatter characters get into the theatre?
- Marge's online scrapbook's URL and browser layout change between shots; initially, the URL displayed is "www.scrappedout.com/mar" with a small font that leaves a large space on its right, changing to "www.scrappedout.com/simpson" in the same small font when she deletes it, and finally, when she attempts to restore it, back to "www.scrappedout.com/mar" but in a sufficiently large font that further letters might be cut off by the end of the URL bar.
- Manjula appears amongst the crowd when Bart and Lisa were toddlers, despite not arriving in Springfield until after the birth of Maggie.
|◄ Season 25||Season 26 References/Trivia||Season 27 ►|
|Clown in the Dumps • The Wreck of the Relationship • Super Franchise Me • Treehouse of Horror XXV • Opposites A-Frack • Simpsorama • Blazed and Confused • Covercraft • I Won't Be Home for Christmas • The Man Who Came to Be Dinner • Bart's New Friend • The Musk Who Fell to Earth • Walking Big & Tall • My Fare Lady • The Princess Guide • Sky Police • Waiting for Duffman • Peeping Mom • The Kids Are All Fight • Let's Go Fly a Coot • Bull-E • Mathlete's Feat|