All possible color themes:

Does the analysis change if medians are used instead of averages?

OPTION 001

Not really. Using median instead of average, films with a female lead generate higher box office for all categories except $30M to $50M.

OPTION 002

If we use median instead of average, movies that pass the Bechdel test generate higher box office for every budget category except $10M - $30M.