I've also wondered whether it is underrated. I looked into it a bit recently and one thing I noticed is that nearly all the emphasis is on interactive "notebook" style work, with very little emphasis on writing code to be structured into modules and executed as a standalone piece of software. (You have to dig really hard to even learn how to write a module in a plain text source code file.)