Currently, I’m working on re-building my database and models. In this series I will take you through the process. The aim is to be as transparent and precise as possible. I will share all my code and all my files for everyone to use. Hopefully, this can be helpful in getting more people into hockeyContinue reading “Hockey Analytics – xG models v. 2.0”
Tag Archives: Statistics
NHL Line Tool
For the last week or so, I’ve been working hard on my NHL Line Tool. It’s not the first version of the Line Tool, but I’ve added a lot of new features and it’s the first time the line tool goes all the way back to the 2010/2011 season. You can access the line toolContinue reading “NHL Line Tool”
Hockey Analytics – Testing the xG Models
Currently, I’m working on re-building my database and models. In this series I will take you through the process. The aim is to be as transparent and precise as possible. I will share all my code and all my files for everyone to use. Hopefully, this can be helpful in getting more people into hockeyContinue reading “Hockey Analytics – Testing the xG Models”
Hockey Analytics – Cleaning and Transforming NHL data in MySQL
Currently, I’m working on re-building my database and models. In this series I will take you through the process. The aim is to be as transparent and precise as possible. I will share all my code and all my files for everyone to use. Hopefully, this can be helpful in getting more people into hockeyContinue reading “Hockey Analytics – Cleaning and Transforming NHL data in MySQL”
Hockey Analytics – Getting data directly from the NHL Api
Currently, I’m working on re-building my database and models. In this series I will take you through the process. The aim is to be as transparent and precise as possible. I will share all my code and all my files for everyone to use. Hopefully, this can be helpful in getting more people into hockeyContinue reading “Hockey Analytics – Getting data directly from the NHL Api”
Hockey Analytics Competition?
Lately, I’ve been thinking about creating a public hockey analytics competition – So, this is just me thinking out loud. I really think it’s a shame that there currently isn’t a public analytics competition or a public analytics forum (like Hockey-Graphs used to be). I know that the Big Data Cup exists, but unfortunately noneContinue reading “Hockey Analytics Competition?”
Big Data Cup: Player Positioning in relation to Puck Position
This project focuses on analyzing player positions in relation to puck positions on the ice using a custom tool that visualizes data as heat maps or average player locations. Coaches and players can utilize insights to enhance tactical understanding, improve defensive structures, and evaluate player roles.
NHL Scraper
I’ve created an NHL scraper that can be used to get GameData directly from the new NHL Api. How the scraper is built is somewhat complicated, but I basically tried to aim for four things. Goals: How to use the Scraper: The following video illustrates how the Scraper can be used. The sound is aContinue reading “NHL Scraper”
Model Projections – 2023/2024
Season Projections from HockeyViz, DRatings, DoNotTail, Evolving-Hockey, Dom (The Athletic), MoneyPuck, Hockey-Statistics and the over/under point total from Bet365. The Atlantic Division: The Metropolitan Division: The Central Division: The Pacific Division:
NHL Guide: 2023/2024
The following article is part of the NHL Guide 2023/2024. If you want access to the full guide (including Visualizations) or you just want to support my continued work, you should subscribe for just 10$ annually. Model Description 3-year weighted data: The season projections are based on performances from the previous 3 seasons. Last seasonContinue reading “NHL Guide: 2023/2024”
Hockey-Statistics 