@hockeyskytte.bsky.social
Pinned
PWHL Analytics
pwhl.onrender.com
Thread🧵
PWHL App:
I've made an App where you can find and analyse PWHL. It's connected to the Shotplotter App I made a few weeks ago, in that you can download Lineups and PBP data which can then be imported into the Shotplotter.
pwhl.onrender.com
PWHL App:
I've made an App where you can find and analyse PWHL. It's connected to the Shotplotter App I made a few weeks ago, in that you can download Lineups and PBP data which can then be imported into the Shotplotter.
pwhl.onrender.com
Still working on the NHL App, but I could use some fresh eyes and little bit testing before I go public with it.
Send me DM if you want to test it out.
It's not at all a finished product yet, but it gets better by the day.
Send me DM if you want to test it out.
It's not at all a finished product yet, but it gets better by the day.
October 12, 2025 at 9:12 PM
Still working on the NHL App, but I could use some fresh eyes and little bit testing before I go public with it.
Send me DM if you want to test it out.
It's not at all a finished product yet, but it gets better by the day.
Send me DM if you want to test it out.
It's not at all a finished product yet, but it gets better by the day.
Thread🧵
PWHL App:
I've made an App where you can find and analyse PWHL. It's connected to the Shotplotter App I made a few weeks ago, in that you can download Lineups and PBP data which can then be imported into the Shotplotter.
pwhl.onrender.com
PWHL App:
I've made an App where you can find and analyse PWHL. It's connected to the Shotplotter App I made a few weeks ago, in that you can download Lineups and PBP data which can then be imported into the Shotplotter.
pwhl.onrender.com
PWHL Analytics
pwhl.onrender.com
October 6, 2025 at 8:32 PM
Thread🧵
PWHL App:
I've made an App where you can find and analyse PWHL. It's connected to the Shotplotter App I made a few weeks ago, in that you can download Lineups and PBP data which can then be imported into the Shotplotter.
pwhl.onrender.com
PWHL App:
I've made an App where you can find and analyse PWHL. It's connected to the Shotplotter App I made a few weeks ago, in that you can download Lineups and PBP data which can then be imported into the Shotplotter.
pwhl.onrender.com
I've made some adjustments and additions to the Shot/Event tagging App.
Check it out and let me know what you think.
Check it out and let me know what you think.
September 28, 2025 at 9:14 PM
I've made some adjustments and additions to the Shot/Event tagging App.
Check it out and let me know what you think.
Check it out and let me know what you think.
Reposted
Thread🧵:
I've built a tool for shot tagging in hockey. It is very much inspired by @nguyenank.bsky.social's shot-plotter.
I built a floorball version mostly for personal use, but figured a hockey version would be interesting to other people as well.
sports-tagging.netlify.app/hockey/
I've built a tool for shot tagging in hockey. It is very much inspired by @nguyenank.bsky.social's shot-plotter.
I built a floorball version mostly for personal use, but figured a hockey version would be interesting to other people as well.
sports-tagging.netlify.app/hockey/
Hockey Shot Plotter
sports-tagging.netlify.app
September 26, 2025 at 11:11 PM
Thread🧵:
I've built a tool for shot tagging in hockey. It is very much inspired by @nguyenank.bsky.social's shot-plotter.
I built a floorball version mostly for personal use, but figured a hockey version would be interesting to other people as well.
sports-tagging.netlify.app/hockey/
I've built a tool for shot tagging in hockey. It is very much inspired by @nguyenank.bsky.social's shot-plotter.
I built a floorball version mostly for personal use, but figured a hockey version would be interesting to other people as well.
sports-tagging.netlify.app/hockey/
Thread🧵:
I've built a tool for shot tagging in hockey. It is very much inspired by @nguyenank.bsky.social's shot-plotter.
I built a floorball version mostly for personal use, but figured a hockey version would be interesting to other people as well.
sports-tagging.netlify.app/hockey/
I've built a tool for shot tagging in hockey. It is very much inspired by @nguyenank.bsky.social's shot-plotter.
I built a floorball version mostly for personal use, but figured a hockey version would be interesting to other people as well.
sports-tagging.netlify.app/hockey/
Hockey Shot Plotter
sports-tagging.netlify.app
September 26, 2025 at 11:11 PM
Thread🧵:
I've built a tool for shot tagging in hockey. It is very much inspired by @nguyenank.bsky.social's shot-plotter.
I built a floorball version mostly for personal use, but figured a hockey version would be interesting to other people as well.
sports-tagging.netlify.app/hockey/
I've built a tool for shot tagging in hockey. It is very much inspired by @nguyenank.bsky.social's shot-plotter.
I built a floorball version mostly for personal use, but figured a hockey version would be interesting to other people as well.
sports-tagging.netlify.app/hockey/
Reposted
I've added a Visualizations page to the website. The Basic Stats Viz isn't finished yet, so for now there's no Teams Page.
Go check it out!
hockey-statistics.com/visualizatio...
Go check it out!
hockey-statistics.com/visualizatio...
Visualizations
Basic Stats – Compare Skaters from different Eras- Compare Goaltenders from different Eras- Compare Teams from different Eras Advanced Stats Line Tool – Select up to 3 players to see th…
hockey-statistics.com
July 27, 2025 at 6:46 PM
I've added a Visualizations page to the website. The Basic Stats Viz isn't finished yet, so for now there's no Teams Page.
Go check it out!
hockey-statistics.com/visualizatio...
Go check it out!
hockey-statistics.com/visualizatio...
I've added a Visualizations page to the website. The Basic Stats Viz isn't finished yet, so for now there's no Teams Page.
Go check it out!
hockey-statistics.com/visualizatio...
Go check it out!
hockey-statistics.com/visualizatio...
Visualizations
Basic Stats – Compare Skaters from different Eras- Compare Goaltenders from different Eras- Compare Teams from different Eras Advanced Stats Line Tool – Select up to 3 players to see th…
hockey-statistics.com
July 27, 2025 at 6:46 PM
I've added a Visualizations page to the website. The Basic Stats Viz isn't finished yet, so for now there's no Teams Page.
Go check it out!
hockey-statistics.com/visualizatio...
Go check it out!
hockey-statistics.com/visualizatio...
Reposted
NHL Line Tool:
The final(ish) version of the Line Tool is now ready. Let me know what you think, and/or if you find any mistakes. I appreciate the feedback.
hockey-statistics.com/2025/07/03/n...
The final(ish) version of the Line Tool is now ready. Let me know what you think, and/or if you find any mistakes. I appreciate the feedback.
hockey-statistics.com/2025/07/03/n...
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 tim…
hockey-statistics.com
July 3, 2025 at 4:53 PM
NHL Line Tool:
The final(ish) version of the Line Tool is now ready. Let me know what you think, and/or if you find any mistakes. I appreciate the feedback.
hockey-statistics.com/2025/07/03/n...
The final(ish) version of the Line Tool is now ready. Let me know what you think, and/or if you find any mistakes. I appreciate the feedback.
hockey-statistics.com/2025/07/03/n...
NHL Line Tool:
The final(ish) version of the Line Tool is now ready. Let me know what you think, and/or if you find any mistakes. I appreciate the feedback.
hockey-statistics.com/2025/07/03/n...
The final(ish) version of the Line Tool is now ready. Let me know what you think, and/or if you find any mistakes. I appreciate the feedback.
hockey-statistics.com/2025/07/03/n...
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 tim…
hockey-statistics.com
July 3, 2025 at 4:53 PM
NHL Line Tool:
The final(ish) version of the Line Tool is now ready. Let me know what you think, and/or if you find any mistakes. I appreciate the feedback.
hockey-statistics.com/2025/07/03/n...
The final(ish) version of the Line Tool is now ready. Let me know what you think, and/or if you find any mistakes. I appreciate the feedback.
hockey-statistics.com/2025/07/03/n...
Okay, I've published the Line Tool. The Power BI link might flag this post as spam, but hopefully you'll see the post.
It's far from a finished report/tool! If you make an empty selection, then you have to refresh the browser to get the heat maps back.
app.powerbi.com/view?r=eyJrI...
It's far from a finished report/tool! If you make an empty selection, then you have to refresh the browser to get the heat maps back.
app.powerbi.com/view?r=eyJrI...
June 30, 2025 at 3:44 PM
Okay, I've published the Line Tool. The Power BI link might flag this post as spam, but hopefully you'll see the post.
It's far from a finished report/tool! If you make an empty selection, then you have to refresh the browser to get the heat maps back.
app.powerbi.com/view?r=eyJrI...
It's far from a finished report/tool! If you make an empty selection, then you have to refresh the browser to get the heat maps back.
app.powerbi.com/view?r=eyJrI...
I'm working on a new version of the Line Tool, and I'm really pleased with the design and heat maps.
Here it shows fenwick performance against league average - Blue equals better than the league average, Red means worse than the league average.
What do you think?
Here it shows fenwick performance against league average - Blue equals better than the league average, Red means worse than the league average.
What do you think?
June 30, 2025 at 2:46 PM
I'm working on a new version of the Line Tool, and I'm really pleased with the design and heat maps.
Here it shows fenwick performance against league average - Blue equals better than the league average, Red means worse than the league average.
What do you think?
Here it shows fenwick performance against league average - Blue equals better than the league average, Red means worse than the league average.
What do you think?
NEW article: Testing the xG model:
After some time working on other things, I'm back to posting on the website. Let me know what you think.
hockey-statistics.com/2025/06/25/t...
After some time working on other things, I'm back to posting on the website. Let me know what you think.
hockey-statistics.com/2025/06/25/t...
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 a…
hockey-statistics.com
June 25, 2025 at 9:58 PM
NEW article: Testing the xG model:
After some time working on other things, I'm back to posting on the website. Let me know what you think.
hockey-statistics.com/2025/06/25/t...
After some time working on other things, I'm back to posting on the website. Let me know what you think.
hockey-statistics.com/2025/06/25/t...
Reposted
I'm excited to announce that Rento Saijo is joining me this summer at Hockey-Statistics as an intern.
He has already created a great NHL scraper in R, so you should check out the video. Everyone can use the scraper - Even with no prior coding experience.
www.youtube.com/watch?v=hGM1...
He has already created a great NHL scraper in R, so you should check out the video. Everyone can use the scraper - Even with no prior coding experience.
www.youtube.com/watch?v=hGM1...
How to get NHL Data on R | nhlscraper R-package Tutorial
YouTube video by Rento Saijo
www.youtube.com
June 12, 2025 at 9:44 PM
I'm excited to announce that Rento Saijo is joining me this summer at Hockey-Statistics as an intern.
He has already created a great NHL scraper in R, so you should check out the video. Everyone can use the scraper - Even with no prior coding experience.
www.youtube.com/watch?v=hGM1...
He has already created a great NHL scraper in R, so you should check out the video. Everyone can use the scraper - Even with no prior coding experience.
www.youtube.com/watch?v=hGM1...
I'm excited to announce that Rento Saijo is joining me this summer at Hockey-Statistics as an intern.
He has already created a great NHL scraper in R, so you should check out the video. Everyone can use the scraper - Even with no prior coding experience.
www.youtube.com/watch?v=hGM1...
He has already created a great NHL scraper in R, so you should check out the video. Everyone can use the scraper - Even with no prior coding experience.
www.youtube.com/watch?v=hGM1...
How to get NHL Data on R | nhlscraper R-package Tutorial
YouTube video by Rento Saijo
www.youtube.com
June 12, 2025 at 9:44 PM
I'm excited to announce that Rento Saijo is joining me this summer at Hockey-Statistics as an intern.
He has already created a great NHL scraper in R, so you should check out the video. Everyone can use the scraper - Even with no prior coding experience.
www.youtube.com/watch?v=hGM1...
He has already created a great NHL scraper in R, so you should check out the video. Everyone can use the scraper - Even with no prior coding experience.
www.youtube.com/watch?v=hGM1...
Reposted
Super excited to announce that next week I’ll be presenting (remotely) at the Linköping Hockey Analytics Conference!
I’ll be covering my work blending shot data to evaluate offensive flow and player roles in team passing systems 🏒
Here is this year’s LINHAC program: www.ida.liu.se/research/spo...
I’ll be covering my work blending shot data to evaluate offensive flow and player roles in team passing systems 🏒
Here is this year’s LINHAC program: www.ida.liu.se/research/spo...
May 27, 2025 at 8:32 PM
Super excited to announce that next week I’ll be presenting (remotely) at the Linköping Hockey Analytics Conference!
I’ll be covering my work blending shot data to evaluate offensive flow and player roles in team passing systems 🏒
Here is this year’s LINHAC program: www.ida.liu.se/research/spo...
I’ll be covering my work blending shot data to evaluate offensive flow and player roles in team passing systems 🏒
Here is this year’s LINHAC program: www.ida.liu.se/research/spo...
Reposted
What is Expected goals?
And how can you build an xG model in Python?
hockey-statistics.com/2025/05/18/h...
And how can you build an xG model in Python?
hockey-statistics.com/2025/05/18/h...
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 a…
hockey-statistics.com
May 17, 2025 at 11:06 PM
What is Expected goals?
And how can you build an xG model in Python?
hockey-statistics.com/2025/05/18/h...
And how can you build an xG model in Python?
hockey-statistics.com/2025/05/18/h...
What is Expected goals?
And how can you build an xG model in Python?
hockey-statistics.com/2025/05/18/h...
And how can you build an xG model in Python?
hockey-statistics.com/2025/05/18/h...
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 a…
hockey-statistics.com
May 17, 2025 at 11:06 PM
What is Expected goals?
And how can you build an xG model in Python?
hockey-statistics.com/2025/05/18/h...
And how can you build an xG model in Python?
hockey-statistics.com/2025/05/18/h...
Reposted
Next article ready:
Hockey Analytics - Cleaning and Transforming NHL data in MySQL
hockey-statistics.com/2025/05/15/h...
Hockey Analytics - Cleaning and Transforming NHL data in MySQL
hockey-statistics.com/2025/05/15/h...
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 a…
hockey-statistics.com
May 15, 2025 at 6:44 PM
Next article ready:
Hockey Analytics - Cleaning and Transforming NHL data in MySQL
hockey-statistics.com/2025/05/15/h...
Hockey Analytics - Cleaning and Transforming NHL data in MySQL
hockey-statistics.com/2025/05/15/h...
Next article ready:
Hockey Analytics - Cleaning and Transforming NHL data in MySQL
hockey-statistics.com/2025/05/15/h...
Hockey Analytics - Cleaning and Transforming NHL data in MySQL
hockey-statistics.com/2025/05/15/h...
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 a…
hockey-statistics.com
May 15, 2025 at 6:44 PM
Next article ready:
Hockey Analytics - Cleaning and Transforming NHL data in MySQL
hockey-statistics.com/2025/05/15/h...
Hockey Analytics - Cleaning and Transforming NHL data in MySQL
hockey-statistics.com/2025/05/15/h...
Reposted
New Article:
Hockey Analytics - Getting data directly from the NHL Api.
hockey-statistics.com/2025/05/14/h...
Hockey Analytics - Getting data directly from the NHL Api.
hockey-statistics.com/2025/05/14/h...
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 a…
hockey-statistics.com
May 14, 2025 at 6:45 PM
New Article:
Hockey Analytics - Getting data directly from the NHL Api.
hockey-statistics.com/2025/05/14/h...
Hockey Analytics - Getting data directly from the NHL Api.
hockey-statistics.com/2025/05/14/h...
New Article:
Hockey Analytics - Getting data directly from the NHL Api.
hockey-statistics.com/2025/05/14/h...
Hockey Analytics - Getting data directly from the NHL Api.
hockey-statistics.com/2025/05/14/h...
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 a…
hockey-statistics.com
May 14, 2025 at 6:45 PM
New Article:
Hockey Analytics - Getting data directly from the NHL Api.
hockey-statistics.com/2025/05/14/h...
Hockey Analytics - Getting data directly from the NHL Api.
hockey-statistics.com/2025/05/14/h...
Just a heads up. The game projections won't be updated for the next 10 or so days.
I'm on my way to Switzerland for the Under 19 World Floorball Championship.
I'm on my way to Switzerland for the Under 19 World Floorball Championship.
April 26, 2025 at 7:26 PM
Just a heads up. The game projections won't be updated for the next 10 or so days.
I'm on my way to Switzerland for the Under 19 World Floorball Championship.
I'm on my way to Switzerland for the Under 19 World Floorball Championship.
Reposted
For the last few weeks I've worked on (re-)building my NHL database. I will do a write-up with process and code.
For now you can download a CSV file with all Events from 1917-1918 to 2023-2024 (big file ~ 2.7GB).
hockeyskytte-my.sharepoint.com/:x:/g/person...
For now you can download a CSV file with all Events from 1917-1918 to 2023-2024 (big file ~ 2.7GB).
hockeyskytte-my.sharepoint.com/:x:/g/person...
Sign in to your account
hockeyskytte-my.sharepoint.com
April 16, 2025 at 7:10 PM
For the last few weeks I've worked on (re-)building my NHL database. I will do a write-up with process and code.
For now you can download a CSV file with all Events from 1917-1918 to 2023-2024 (big file ~ 2.7GB).
hockeyskytte-my.sharepoint.com/:x:/g/person...
For now you can download a CSV file with all Events from 1917-1918 to 2023-2024 (big file ~ 2.7GB).
hockeyskytte-my.sharepoint.com/:x:/g/person...