Analyze badminton matches to determine a player's strengths and weaknesses

This repository provides R scripts to connect with the Sports Data Valley (SDV) API, retrieve Fitbit and Garmin data, detect missing or incomplete heart rate time series, and create interactive visualizations for researchers.

Assessing team and player performance with a variety of methods including the Pythagorean Winning Percentage, linear regression, multi-statistic comparison across the league, and calculating runs above average for the SF Giants.

Measuring MLB and AAA pitcher unpredictability in R through machine learning analysis of pitch selection

A simple shiny app to compute a load-velocity model.

A k-means clustering analysis performed on NHL player's seasonal stats and a constrained optimization used to build an ideal roster for the Detroit Red Wing's upcoming season.

Personal website

Mental health after a free time sport accident

3 Capstone Projects: Predicting Daily Activities and Sports Project, Predicting the Amount of Active Ingredient of Pharmaceutical Tablets Data, and Predicting handwritten Digits from the USPS.

Attempting to determine value in the NFL Draft

A valuation of team and player performance for the Detroit Red Wings utilizing league-wide comparison, cash flow analyses, and constrained optimization.

A ticket sales and game day promotional analysis across the NHL and for the Detroit Red Wings with the creation of a linear regression model to predict fan attendance.

Do "superspikes" provide a marked advantage over previous iterations of spikes?

Color palettes for EPL, MLB, NBA, NHL, and NFL teams.

Data Science & Machine Learning Data Capstone based on Moneyball dataset

A deep dive into the effect of sports on a nation's happiness.

An R Shiny dashboard application to track the 2021-22 Kansas men's college basketball season

Calculating play-by-play win probabilities throughout NFL games using logistic regression and random forests.

R package with functions related to sports competitions

This script in R language processes raw data from the Monark Wingate device, MetaLyzer 3B R3 spiroergometry device, and anthropometric measurements.