After thinking about it I decided to break up the gender and the age instead of having them together so I can get a better picture of the relationship. I also decided to use the age group of 16-19 year olds because when you think about it thats when growing has stopped for most human beings are pretty much developed by these ages. Below are the regression plot for both the males and females.
As you can see there is a closer strength for the females but there isn’t a specific direction because it is just one big cluster. The males have a bit more of a linear direction and pattern overall.