In an essay within Screwball Television: Critical Perspectives on Gilmore Girls, the author writes that "so much of this episode's running time is devoted to the education of its audience", noting "over two dozen" allusions to films.
The essay highlights that a substantial part of the episode is focused on educating viewers about its cinematic nods, which total over two dozen.