At the beginning of the episode, Marge's necklace is white. Later on it is her trademark orange necklace.
On Marge's first assignment for the Springfield Police Department she is told to patrol "Junkyville and Bumtown." Yet when she is walking down the street the clinic says "Junkytown Legal Clinic." This may just be the name of that specific clinic, not the same of the town.
Chief Wiggum's hair color changes several times during the episode, from black to blue and then back to black.
During the driving exercise, Marge is shown wearing a white shirt, but wearing a police uniform when she finishes.