Big shout to @BlakeAHampton for all his help on the analytical side

I asked Blake to take a look at my data to help@me formulate my talking points. Here are the results of the study I did:
To Blake’s credit he took it one step further and used my knee valgus data to predict risk of ACL year and I feel like the results are cool but require some explanation.
In the “ACL group” the first four players I looked at had a really strong predictive value which goes against my theory about knee valgus angle being an accurate predictor for ACL tears.
But that theory took a big hit when you look at Allen Robinson having one of the lowest predicted injury values of all 18 players examined.
Looking at the “non-ACL” group is where the theory of: “valgus angles predicting ACL tears” crumbles. Antonio Brown and Michael Crabtree had relatively healthy careers and no knee issues in the NFL but this model puts them at high risk.
I’ll admit the biggest limattion of my little experment here is the sample size but given the data needed to put this all together it had to do for now.

There isn’t alot objective evidence specific to NFL players so at the very least it’s a good staritng point.
Thanks to the whole @TheUndroppables team. Everyone helped me with this one. Look forward to putting out more content like this https://abs.twimg.com/emoji/v2/... draggable="false" alt="🚫" title=""Betreten verboten!"-Zeichen" aria-label="Emoji: "Betreten verboten!"-Zeichen">https://abs.twimg.com/emoji/v2/... draggable="false" alt="🚫" title=""Betreten verboten!"-Zeichen" aria-label="Emoji: "Betreten verboten!"-Zeichen">https://abs.twimg.com/emoji/v2/... draggable="false" alt="🚫" title=""Betreten verboten!"-Zeichen" aria-label="Emoji: "Betreten verboten!"-Zeichen">
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