For some people pandas seems to click. Good for you. I always struggle with google and the manual to get even simple things done. I can never figure out if I a

For some people pandas seems to click. Good for you. I always struggle with google and the manual to get even simple things done. I can never figure out if I am gonna get a series or a data frame out of an operation. It seems to edit rows when I think it’ll edit columns and I constantly have to explicitly reset the index not to get into problems. I think dplyr is easy to read and write. It does get longer than other alternatives, but the readability is imho so good at it doesn’t feel verbose.