I Made Peter Brand's Moneyball Player Analysis but for Hockey to find Undervalued Players

Game Signals Presents: Moneyball — but for hockey. This video is an experiment in sports analytics and fun data storytelling. Using NHL data from the 2024–2025 season, I explore how teams spend money, where points actually come from, and why goal differential matters more than pure goal scoring. It’s not about loud opinions or proving anyone wrong. It’s about asking better questions — and looking at sports a little differently. If you enjoy calm, sports data-driven edutainment, feel free to stick around. Like, subscribe, share, comment — or don’t. Just enjoy. About the Analysis - All analysis in this video uses publicly available data and was created using SQL, Python, R, BI tools and Tableau. This video is intended for entertainment, education, and sports data insights/storytelling. The findings reflect personal interpretation of the data and are not definitive evaluations of any players, teams, or organizations. No conclusions are intended to criticize, defame, or misrepresent any player, team, league, or individual. This is an exploration of ideas — not a verdict.