Data repository for NHL play-by-play data scraped with hockeyR

A Python program that scrapes PWHL play-by-play data and transforms it into a useful Pandas Data Frame

An R package making it easy to extract NHL data in a tidy format

Analyzing NHL Games with Machine Learning.

An NHL expected goals (xG) model built with light gradient boosting.

Repository for storing everything around my entries for Big-Data-Cup: https://www.stathletes.com/big-data-cup/

Plotly rink plotter for hockey projects.

NHL-Game Analysis 🥅 🏒

A interactive Jupyter notebook that uses Kernel Density Estimation (KDE) to generate heatmaps for up to two NHL player's shooting and scoring locations based on game state.

Analysis of the 2024 NHL Rookies, and discussing their Rookie Potential

Hockey Club website live link

You will find in this the Apps Script code I used to retrieve missing players and update rosters from various leagues across the HockeyTech network.

Data processing code for hockey analytics

Senior Integrative Exercise, Carleton College Statistics

You will find in this the Apps Script code I have used to automate the trades and commitments of CHL, NCAA and USPORTS players from the Elite Prospects Transfers Board.

A look into the 2024-2025 NHL season using various methods at finding out what players performed the best statistically. The current data includes playoffs with the regular season data with no way to distinguish the regular and post season. I hope to find better data and expand this to last junior leagues.

You will find in this the Apps Script I have used to automate data collection from Sportlogiq in order to create my CHL Analytics Rankings

AHL expected goals linear model in tensorflow