Ah thanks for pointing out--I mostly agree with his posts (and his minimally sufficient pandas is a great one!), and it's definitely worth reading. A common quirk with a lot of the python DS books is them being "reference manuals".
(I'm a little concerned with the aggressive way he's come at Wes McKinney in posts and on twitter, considering Wes has given a lot of his time working on open source contributions)