Answer
According to item (b), there seems to exist an interaction between Gender and Age. But, we just performed a graphic analysis. We should also have performed an analytical analysis. But, with the given data it is not possible. So, it is better take no conclusions about the effects of gender and age on the earnings.
Work Step by Step
Given above.