The dataset contains umpire scorecard data from the 2015 - 2022 MLB seasons.

In baseball, the umpire is the person tasked with officiating the game, including beginning and ending the game, enforcing the rules of the game and the grounds, making judgment calls on plays, and handling the disciplinary actions.

The data was collected from https://umpscorecards.us/ then cleaned for data analysis.