[Blackthorn]

Don't feel bad. Pandas is powerful but it has (at least when I used it) some truly abominable documentation.

[goatlover]

Agreed the documentation could be a lot better. I wonder about a visual approach to using DataFrames and Series with all the different methods to demonstrated more clearly what's being done.

[neves]

I really liked this visual explanation of pivot and reshape:

http://nikgrozev.com/2015/07/01/reshaping-in-pandas-pivot-pi...

(I´m not affiliated to site)

[Nydhal]

You mean excel?

[sixo]

And some annoying interface decisions, like d['x'] is a column but d[1:3] is a row slice.