Puck Unlimited.

Hockey Analytics by Trey Elder.

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Articles.


Using Clustering Analysis to Categorize NHL Defensemen

A data-driven way to classify the league's defensemen.

Using a Machine Learning Model to Predict the 2024-2025 Regular Season

My final project for my machine learning class this fall.

We Have Reached Peak Carolina. Now What?

Carolina's shot-heavy play style has set them apart, but has it set them back?


Chris Kreider Is the Best Net-Front Presence in the NHL

And it's not really close.


"That's Not Hockey:" On Shootouts and Penalty Shots

They may be different, but they sure mean something.


The Blackhawks' Hidden Gem

Why Chicago's Alex Vlasic is one of the league's most promising young defensemen.


An Attempt to Determine the Best Goaltending Series in Recent History

Quick vs. Fleury? Lundqvist vs. Price? Vasilevskiy vs. Bobrovsky? Which playoff series since 2008 had the best goaltending according to the data?