Thank you for the kind words. My goal was to make the explanations as simple as possible.

Using them to get a feel about dataset is an interesting use case and I haven't tried that. It does sound interesting though. Something to do with my next ML problem I suppose. :)

Just skimmed through your article(class final exams tomorrow), it is informative. Thanks for sharing.