Not the author, but just looking at it, and playing with it, I’d say ease of use is the obvious one. Availability in the browser any time anywhere seems nice.
Thanks for commenting this, I would say speeding up the iteration between visualisation steps is the main benefit as you might not want to be thinking about matplotlib syntax when trying to get a sense of data distributions.