BASEBALL DATA ANALYSIS

Using StatCast Data to analyze baseball data and compare players

TAKE AWAYS

• Data Preparation
• Extracting and Merging Data
• Using Functions
• Visualizing Data using Seaborn and Matplotlib

TASKS

• Task 2: Display the last five rows of the judge DataFrame.
• Task 3: Isolate each player's batted ball events for the 2017 season.
• Task 4: Isolate each player's home runs then plot exit velocity vs. launch angle.
• Task 5: Plot the pitch velocities of each player's home runs on box
• Task 6: Create a function that returns the x-coordinate of a pitch zone.
• Task 7: Create a function that returns the y-coordinate of a pitch zone.
• Task 8: Assign Cartesian coordinates to the strike zone and plot pitches that resulted in Judge home runs as a 2D histogram.
• Task 9: Assign Cartesian coordinates to the strike zone and plot pitches that resulted in Stanton home runs as a 2D histogram.