Ryan Joseph
Class of 2025Pleasanton, California
About
Projects
- NBA Salary Predictor Web App and NBA Shot Chart Web App with mentor Sejal (Mar. 8, 2024)
Project Portfolio
NBA Salary Predictor Web App and NBA Shot Chart Web App
Started Jan. 12, 2024
Abstract or project description
The NBA Salary Predictor web app explores NBA player salaries and the factors that affect it. It uses NBA data from 1999-present to train a model with specific features including per game and advanced stats. It also includes visualizations and graphs to depict the data and predictions of the model. It also was coded so that it constantly updates with new data from the current season to keep data and predictions current.
https://nbasalarycentral.streamlit.app/
The NBA Shot Chart web app uses the NBA API to get players' shot data and locations. It plots their shots and can be filtered for specific situations. It also has a variety of plots available like makes/misses, heatmap, KDE, etc. It has player data from 1996 to present. It also constantly updates with new data from current players.