Now, last week, I talked about the continued tradition of having Cuban players play on the south side of Chicago. I hinted at my post for this week saying that the White Sox should perhaps sign Yasiel Puig in the 2018-2019 free agency class.
I created a project for myself using Tableau Public and running a regression in R. The project was: find the outfielder that will give you the most benefit and for the lowest cost in the 2019 season from the 2018-2019 free agent class.
Using Tableau Public, I joined three different sources: two Fangraphs pages and one BaseballSavant page.
I took, what I deemed, as the most important power-hitting categories from 2017 to compare the outfielders: Average Launch Speed, Average Launch Angle, BABIP, OBP, HRs, and Road Batting AVG.
Launch Speed: to determine which player hit the ball the hardest
Launch Angle: to determine who was more likely to get the ball in the air, which would lead to more home runs
BABIP: to see who was hitting the ball and getting lucky or not
OBP: to determine which players got on base the most
HR: to see which players hit for the most power
Road Batting AVG: to show which players could hit outside of their home ballpark (Coors Field will inflate stats, compared to another park)
In addition, I added a link under each player's name and age that allows you to access the free agent Spotrac page for historical salary information. (The name of my Tableau Public file is in the screenshot above, if you want to find the actual file). I then filtered out players that had less than a 10-degree launch angle.
From these six important statistics and my data visualization, Yasiel Puig, Bryce Harper, and Andrew McCutchen would be the best overall adds. From there, I ran a regression based on each of those player's salaries from the past seven seasons (as seen in the two graphs above). I realized that both Andrew McCutchen and Bryce Harper had salaries were projecting well above the linear regression line for salary, meaning they will be, most likely, getting paid the most after 2018. However, I saw that Yasiel Puig was underneath the regression line for the past two seasons. Being a 26-year-old power hitter and leading in 2017 Average Launch Speed.
I came to the conclusion that Yasiel Puig would give the White Sox the most benefit for much less money than both Harper and McCutchen. Not to mention, every team under the salary cap will be pursuing Harper come the end of the 2018 season. I believe the addition of Puig would give the White Sox the flexibility to add another potential All-Star (i.e. Manny Machado, A.J. Pollock, etc.). Now, the salary information I used is a very rough indicator for what each player could make in the future. Puig signed out of Cuba, Harper was up for an option through arbitration, and McCutchen signed a long term contract while with the Pirates. That being said, I think that the White Sox may still be able to get Puig and still add another potential All-Star, continuing the Cuban tradition on the south side of Chicago.