MLB Effect of Salaries on a Baseball Player’s Productivity

We explore the relationship between MLB performance and salaries from 2018-2025. We developed a python package that follows our webscraping, EDA, and multiple linear regression. Our tutorial, documentation, and report are a quarto github pages website, with additonal interactive app via Streamlit.

Project Website

GitHub Repo

Hard Skills we demonstrate in Python: webscraping (streamlit and BeautifulSoup), modeling with multiple linear regression, data cleaning and wrangling, data visualization

# MLB Effect of Salaries on a Baseball Player’s Productivity

We explore the relationship between MLB performance and salaries from 2018-2025. We developed a python package that follows our webscraping, EDA, and multiple linear regression. Our tutorial, documentation, and report are a quarto github pages website, with additonal interactive app via Streamlit.

[Project Website](https://cottonjenn.github.io/baseball_project/)

[GitHub Repo](https://github.com/cottonjenn/baseball_project/tree/master)

**Hard Skills we demonstrate in Python:** webscraping (streamlit and BeautifulSoup), modeling with multiple linear regression, data cleaning and wrangling, data visualization