It really can't be said enough how pandas is a mess. It has way too much surface area and no common thread pulling it all together. This gets obvious when you w

It really can't be said enough how pandas is a mess. It has way too much surface area and no common thread pulling it all together. This gets obvious when you work with better dataframe libs like dplyr [1] or DataFramesMeta [2]. I've worked on production systems with all of these libs, this is not gratuitous bashing. [1] https://dplyr.tidyverse.org/ https://dplyr.tidyverse.org/ [2] https://juliadata.github.io/DataFramesMeta.jl/stable/ https://juliadata.github.io/DataFramesMeta.jl/stable/