Bye, Bye, Nerdie/References

Cultural references

 * The episode title is a pun on the musical .
 * The advert for Stabby-Oh's is a parody of.
 * The scene where the other baby-helping business has to close down is a parody of 
 * During the scene where Marge chases the school bus, Milhouse says, "It's like '! Only with a bus instead of a boat!", off-handedly summarizing the plot of the original film, '.
 * When Bart and Milhouse are making unkind comments about Francine Rhenquist on her first day at Springfield Elementary School, Milhouse says, "Yeah, she thinks she's ", referring to the second movie about Babe the pig.
 * The song playing during the baby-proofing montage is '"Always Safety First" by.
 * The "dingo alarm" included in the baby safety equipment refers to a where a mother claimed a dingo stole her baby.
 * The grey-haired and -bearded man in the audience that Lisa addresses as Dr. Koop in her presentation is former Surgeon General C. Everett Koop.

Trivia

 * Among the scientists at the big annual big science thing:
 * Pharm team male researcher
 * Female researcher
 * Miss Phipps
 * One of the Nuclear inspectors from "Homer Goes to College"

Goofs

 * In the chase scene, Milhouse is sitting on the left side (our view), however after Otto reverses to pick up the new kid, Milhouse is on the right side.
 * He could have easily switched seats.
 * In Homer's grade school flashback where he is beating up a young Waylon Smithers, Jr., the musical instrument Barney is shown playing is a, but the sound produced is that of a kazoo.
 * Lisa has 4 Indian burns, then 3, then 4, then it's gone altogether.
 * In a rush, Marge mismatches the shirts of Bart and Lisa (Bart has Lisa's dress and Lisa has Bart's shirt) but in the kitchen it's normal.
 * Francine has a nose clip in the swimming pool scene on CCTV. It disappears when Lisa puts it forward, but then it reappears and she then says "Of course. The nose clips."