R without tidyverse is like php without laravel
The Proposal
Submitted 1 year ago by fossilesque@mander.xyz to science_memes@mander.xyz
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Comments
verstra@programming.dev 1 year ago
driving_crooner@lemmy.eco.br 1 year ago
How R and tidyverse compares with python pandas?
PartiallyApplied@lemmy.world 1 year 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 year 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 year ago
I’m more of a data.table with ggplot2 kinda guy
PartiallyApplied@lemmy.world 1 year 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 year ago
She’s crying because she knows he’s about to say “Tibble” and their relationship will be over
flora_explora@beehaw.org 1 year ago
I’m in love with both, too ❤️
pipe01@programming.dev 1 year ago
I thought it said tiddyverse
state_electrician@discuss.tchncs.de 1 year ago
Isn’t that lemmynsfw.com?