McKay Johns
McKay JohnsWriting about coding, data + sports analytics
| Platform |  | Pricing | Only free issues | Publishes | Weekly |
|---|---|---|---|---|---|
| Issues | 41 | Subscribers | Read | mckayjohns.substack.com |
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Latest Issues
Recent posts by this newsletter. Browse the email archive.
How to learn to code in 2025
Learning how to code has never been easier.
The Math Behind Expected Goals
Expected goals have changed the way we analyze football, and it has become the metric that has pioneered advanced stats into the public realm.
How to Use Pandas to Analyze Data
If you are working with any sort of data in Python, you are going to be using Pandas. It doesn’t matter if you are a newbie data analyst or if you are a seasoned data scientist, Pandas is what truly unlocks the power of data.
How to Calculate Expected Points (xPts)
As football analytics has grown, it’s also transformed how we evaluate team performances, moving beyond traditional metrics like goals scored or matches won.
Authors
The writers behind this newsletter.
Writing about data, coding, and sports
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