Comment by RA_Fisher
4 hours ago
Why? The tidyverse is so readable, elegant, compositional, functional and declarative. It allows me to produce a lot more and higher quality than I could without it. ggplot2 is the best visualization software hands down, and dplyr leverages Unix’s famous point free programming style (that reduces the surface area for errors).
I disagree. In this example tidyverse looks convoluted compared to just using an array and apply. ggplot2 is okay but we already had lattice. Lattice does everything ggplot2 does and produces much better-looking plots IMO.
I like simplicity and I love a good base R idiom, but there's a lot less consistency in base R compared to the tidyverse (and that comes with a productivity penalty).
Lattice is really low-level. It's like doing vis with matplotlib (requires a lot of time and hair-pulling). Higher level interfaces boost productivity.