Resources
This page gives members access to more great content, resources and data. We'll be updating the data and reports on a daily basis and posting premium content that aligns with our free newsletter publishing schedule.
Free Resources & Content
The following resources are available to all Data Punk community members.
Datasets
We use our private data provider to create a range of datasets that you can use for your own projects and learning. Example datasets are daily team and player summary statistics, team Win Percentages, DFS rankings, and more.
Reports
We create daily reports that provide views of team and player performance, advanced reports (e.g., Point Percentage, Win Probability, etc.) and fantasy reports.
Team and Player Performance Reports
Tools & Resources
For each of our newsletter series, we create more in-depth reports, dashboards, and analytics applications using R and Python.
Premium Resources & Content
The following content is premium content and available for paying members only.
50 Charts Series
In this series, we create a different visualization in each tutorial to answer specific questions about hockey. We'll use live and sample data, include application code, and walk through different visualization tools and platforms to show you how you can translate data into beautiful visualizations.
Bugs, Issues and Requests
If you see an issue or don't see something that you want, then reach out to us via email.
Subscribe to our newsletter to get the latest and greatest content on all things hockey analytics!