Data Projects

Longer-form data analysis projects exploring publicly available datasets.

Grand Slam Point-by-Point Analysis

Tennis

R

Data Analysis

Serve patterns, rally length, break point pressure, distance run, and long-point fatigue across all four Grand Slams (2011–2020)

Tennis Match Predictor

Tennis

R

Machine Learning

Prediction

Win probability model for ATP matches using Elo ratings, head-to-head records, recent form, and gradient boosted trees

ATP & WTA Match Data: Descriptive Overview

Tennis

R

Data Analysis

Surface trends, serve statistics, age distributions, and all-time leaders across 55+ years of professional tennis

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Longer-form data analysis projects exploring publicly available datasets.