I’m sad that R’s tidy syntax is not copied more widely in the python world. Dplyr is incredibly intuitive most don’t ever bother reading the instructions you can look at a handful of examples and you’ve got the gist of it. Polars despite its speed is still verbose and inconsistent while pandas is seemingly a collection of random spells.