How All-Rounder Ratings are Calculated in Cricket

How All-Rounder Ratings are Calculated in Cricket

The rise of Ben Stokes. If you have been following cricket at all in the last year, you will have heard of Ben Stokes. He has been a match winner for England and had the comeback story of a life-time.

If you have been following cricket at all in the last year, you will have heard of Ben Stokes. He has been a match winner for England and had the comeback story of a life-time.

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Now, he is statistically the world’s best test all-rounder, having recently overtaken the captain of the West Indies, Jason Holder.

I want to better understand what that title means.


Today, I will use web scraping and basic machine learning in python to uncover some findings of how all-rounders are rated in test cricket. Although many of my conclusions are already outlined in ranking overviews, the setup and approach I use can be applied to more complex problems.

Background

This piece is not intended to teach cricket. While I will provide a basic overview of Test cricket, I would recommend checking out these videos if you would like to learn more.

regression cricket data-science python big data

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