Tag Archives: NHL

Hockey Analytics – xG models v. 2.0

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”

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 – Building xG models in Python

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 – Building xG models in Python”

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?”

Video Tutorial – Full Hockey Analytics Project

Every Wednesday I will upload a new video to YouTube. I will add the videos in this article as we go along. Schedule 2024-08-21: Getting data from the NHL Api based on date selection 2024-08-28: Scrape Shift data from the NHL HTML reports 2024-09-04: Get Play-by-Play and shift data for a full season at aContinue reading “Video Tutorial – Full Hockey Analytics Project”

Betting Market Analysis

In this article I’ll be looking at performance and trends of some historic betting data. All data in this article is from BetUS and it’s collected via SportsbooksReviewsOnline. The Data As mentioned, the data comes from BetUS, and the data goes from the start of 2007/2008 season and all the way up to November 27th,Continue reading “Betting Market Analysis”