Historical Baseball Statistics Dashboard

This application is a portfolio project built using Plotly's Dash, faculty.ai's Dash Bootstrap Components, and Pandas.

Using historical MLB (Major League Baseball) data, this application provides visualizations for team and player

statistics dating from 1903 to 2020. Selecting from a dropdown menu, the era will update the list of available

teams and players in the range set on the year's slider. The slider allows the user to adjust the range of years

with which the data is presented.

The Analysis

The application breaks down each baseball team's win/loss performance within a range of the teams history.

Additionally, the application will break down the batting performance with the team batting average, BABIP, and strikeout

rate. The application also breaks down the pitching performance using the teams ERA and strikeout to walk ratio. Finally the feilding

performance of each team is illustrated with total errors and double plays. The application will similarly breakdown

each team's players' statistics within the given era.

Dependencies

- Python 3.8.5+

- Dash 1.19

- Dash Bootstrap Components 0.11.1

- Pandas 1.1