Analytics Advantage

In Analytics Advantage, Stas Pupkov digs deeper into fantasy hockey using NHL analytics.

Analytics Advantage: Individual Shot Attempts, Expected Goals, and Efficiency

By |2024-03-22T06:43:59-04:00March 22nd, 2024|Analytics Advantage|

The evaluation of player performance in fantasy hockey is evolving, with advanced metrics providing a deeper understanding of a player's impact beyond traditional statistics. Among these, Individual Corsi For (iCF) and Expected Goals For (xGF) have emerged as crucial indicators for assessing offensive contributions and efficiency. This analysis aims to compare iCF and xGF to [...]

Analytics Advantage: Ice Time and Fantasy Points From Shots, Hits, and Block

By |2024-03-14T07:29:06-04:00March 14th, 2024|Analytics Advantage|

As the NHL season unfolds, fantasy hockey managers are on a perpetual quest for strategies that can give them the edge in their leagues. While the allure of goals, assists, and goaltending victories often dominates drafting strategies, the savviest of managers know the value of digging deeper. Our previous analysis ventured into the less trodden [...]

Analytics Advantage: Corsi-For Percentage and Expected Goals-For Percentage

By |2024-03-07T06:49:59-05:00March 7th, 2024|Analytics Advantage|

In the realm of hockey analytics, two metrics have increasingly become the focal point for understanding the intricacies of the game: Corsi For Percentage (CF%) and Expected Goals For Percentage (xGF%). These advanced statistics offer a glimpse beyond traditional metrics, providing a deeper insight into a team's performance and player efficiency. This analysis embarks on [...]

Analytics Advantage: Shooting Percentage, Expected Goals, and Over/Underperformance

By |2024-02-29T07:17:00-05:00February 29th, 2024|Analytics Advantage|

In fantasy hockey, player evaluation increasingly relies on a blend of traditional and advanced metrics. Among these, Shooting Percentage (SH%) and Individual Expected Goals (ixG) stand out for their ability to provide a deeper understanding of player performance. SH% measures the efficiency of converting shots into goals, while ixG estimates the number of goals a [...]

Advanced Analytics: Fantasy Contributions and High-, Medium-, and Low-Danger Goals

By |2024-02-22T06:55:04-05:00February 22nd, 2024|Analytics Advantage|

Building upon our journey through the intricate world of hockey analytics from an earlier article, this article serves as a continuation of our initial exploration, and delves further into the nuanced metrics that reveal the hidden layers of player performance. With a foundation laid in understanding expected goals-for percentages, as well as high-, medium-, and [...]

Analytics Advantage: Corsi-For Percentage and Average Draft Position

By |2024-02-15T07:05:10-05:00February 15th, 2024|Analytics Advantage|

In today's NHL, the fusion of traditional scouting and advanced analytics offers a multifaceted view of player evaluation, transcending beyond simple goal counts and assist tallies. Central to this analytical revolution is the Corsi For Percentage (CF%), a metric that sheds light on a player's ability to influence game play positively. This analysis seeks to [...]

Analytics Advantage: High-Danger Save Percentage, Goals Saved Above Average, and Top Goalie Performances

By |2024-02-08T07:59:40-05:00February 8th, 2024|Analytics Advantage|

The role of goaltenders in hockey is undeniably crucial, influencing the outcome of games and seasons. While traditional statistics like Save Percentage (SV%) and Goals Against Average (GAA) have dominated performance evaluations, they fall short of capturing the full spectrum of a goalie's impact. This article pivots to advanced analytics, particularly High-Danger Save Percentage (HDSV%) [...]

Analytics Advantage: Expected Goals and Individual Points Percentage on the Power Play

By |2024-02-01T07:27:27-05:00February 1st, 2024|Analytics Advantage|

In the strategic landscape of NHL hockey, the potency of power plays cannot be overstated. They are moments where games can pivot, and players' talents can shine or falter under pressure. This article takes a deep dive into the analytical world, focusing on Individual Points Percentage (IPP) and Individual Expected Goals (ixG)—metrics that reveal the [...]

Analytics Advantage: Using Expected Goals and PDO to Identify High-End and Low-End Performers

By |2024-01-25T06:51:52-05:00January 25th, 2024|Analytics Advantage|

In the dynamic world of NHL, the ability to dissect and understand player performance is key to grasping the finer nuances of the game. Advanced analytics have opened new horizons, offering insights that go beyond the surface of traditional statistics. This week, our focus turns to two such groundbreaking metrics: PDO and xGF (Expected Goals [...]

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