You have been hired by the US Professional Golfers Association (PGA) to do some consulting.The PGA has collected a random sample of data on its players.The data include the players age (AGE), the average length they drive the ball (AVG_DRIVE), their accuracy (ACCURACY), the percentage of time they get the ball on the green (GREEN_PERCENT), the average number of putts they take per hole (AVG_PUTTS), the percentage of time they save a shot from a sand trap (SAVE_PERCENT), where they rank with respect to other players in terms of their overall winnings (MONEY_RANK), the number of events they participated in last year (NUM_EVENTS), the total amount of money they have won in their career (TOTAL_WON), and the average amount of money they have won (AVG_WON).

Your first task is for the marketing department.They are hoping to encourage more people to give golf a try.Their new marketing slogan is:

"Golf is a sport for all ages"

In order to examine the validity of this claim, you segment the golfers into younger (40 years old) age groups.You compare the performance of the different age groups for the percentage of time they get on the green, the average number of putts they take, and the average distance they drive the ball off the tee.

You create summary statistics and boxplots to help evaluate the data: