Not sure about _cnt 😂. How about just _n?

Yes, I have switched to the base pipe now. It’s useful to have magrittr in the back pocket when you need those extra features, though.

My only sin is using = for assignment.

Actually a semi join or something would probably be a better example.

I don’t know how long exactly, but yeah it takes a long time.

I would usually do 1. It extends to multiple joins as well.

Fantastic materials, I wish I had learned stats this way. I love the concept of S values, I hadn’t heard of them before.