Re:A newcomer’s (angry) guide to R
by ekianjo on Wednesday June 13, 2018 @07:56PM
(#17308085)
And there is litterally no equivalent to dplyr and ggplot2 in Python. Those alone can make a huge difference in how many lines you need to write to do something.
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ggplot2 has plotnine (http://plotnine.readthedocs.io) which has a nearly identical API. I've found though it's not perfect, you can get closer to dplyr with JS-style method chaining on Pandas.
I've recently used plotnine, and it's been a relatively good experience, but Pandas is absolute garbage compared to the tidyverse, API-wise.