Nice analysis, but...
...here's something I find astonishing.
The word "R" doesn't appear anywhere in this article.
He doesn't mention anywhere that he's using "R", and within "R" he's using the "tidyverse".
So much good work to write a tutorial, but a rank beginner will have a hard time figuring out how to replicate it.