confidence$\_$interval$\_$action $=$ np$.$percentile$($bs$\_$action$\_$reps, $[2\mathrm{.}5,97\mathrm{.}5])$

confidence$\_$interval$\_$adventure $=$ np$.$percentile$($bs$\_$adventure$\_$reps, $[2\mathrm{.}5,97\mathrm{.}5])$

# Inspect the confidence intervals

print$($confidence$\_$interval$\_$action$)$

print$($confidence$\_$interval$\_$adventure$)$

The confidence intervals from the bootstrap method for the intercept and coefficient do not contain the value zero, as we have already seen that lower and upper bounds of both confidence intervals are positive. These tell us that it is likely that the adjusted gross is significantly correlated with the action and adventure genres.

From the results of the bootstrap analysis and the trend plot we have done earlier, we could say that Disney movies with plots that fit into the action and adventure genre, according to our data, tend to do better in terms of adjusted gross than other genres. So we could expect more Marvel, Star Wars, and live$-$action movies in the upcoming years!

# should Disney studios make more action and adventure movies?

more$\_$action$\_$adventure$\_$movies $=...$#CODE HERE