R without tidyverse is like php without laravel
The Proposal
Submitted 1 week ago by fossilesque@mander.xyz to science_memes@mander.xyz
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Comments
verstra@programming.dev 1 week ago
driving_crooner@lemmy.eco.br 1 week ago
How R and tidyverse compares with python pandas?
PartiallyApplied@lemmy.world 1 week ago
tidyverse is more than a pandas analogue. It’s more like Pandas (and a little more sugar) + Expression + Altair (or matplotlib) and a few others less used. It’s very beautiful. It aligns well with R and is quite functional stylistically and is usually pretty clean syntactically.
The books are really good, but the docs(tidyverse and R) are kinda poor compared to Python (and Rs documentation tools are very limited — PDFs mostly). R package management is much worse than Python’s.
It’s certainly powerful, it’s certainly elegant, and Wickham is an incredible technical writer.
There’s lots of really incredible research done in the R ecosystem.
Caution: Lots of docs are affiliated with Posit, including Wickham’s. Posit wants to sell their cloud offerings. This often leads to over-optimism in documentation.
The language is definitely capable of serious work, and is pretty good at dataviz, psych, and gis.
I highly recommend giving it a try, if you like functional programming or want to see some cool data science ideas and statistics research.
driving_crooner@lemmy.eco.br 1 week ago
I have to use a lot of R for masters, but I use python/pandas for everything using the jupyter magic for R, but have never used tidyverse and had no mark of reference to compare with.
witty_username@feddit.nl 1 week ago
I’m more of a data.table with ggplot2 kinda guy
PartiallyApplied@lemmy.world 1 week ago
data.table is so cool! I was shocked to realize it has no dependencies (outside of base), very elegant and very fast for sure.
br3d@lemmy.world 1 week ago
She’s crying because she knows he’s about to say “Tibble” and their relationship will be over
flora_explora@beehaw.org 1 week ago
I’m in love with both, too ❤️
pipe01@programming.dev 1 week ago
I thought it said tiddyverse
state_electrician@discuss.tchncs.de 1 week ago
Isn’t that lemmynsfw.com?