Consider how taking gender into account adds to our understanding of the overall form of the relationship. Address any interesting differences between the clusters associated with the two genders. More specifically, address the following two questions:

(A) Where do the males and females fall on the scatterplot with respect to height and weight. Explain why you think this is so.

(B) Does it look like the weight of females increases with an increase in height as quickly as the weight of males increases with a corresponding increase in height?