I agree - declarative in memory dataframe manipulation is extremely powerful. And the composability of plotting in the tidyverse is really nice as well.

It looks like there are the beginnings of both of these in Julia:

[0] http://gadflyjl.org/stable/

[1] https://github.com/JuliaStats/DataFramesMeta.jl