this post was submitted on 12 Jun 2023
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R Programming
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Please use this as a forum to discuss R, and learn more about it. If you have any questions about how to do specific things in R, this is the place to ask.
Getting Started
You can download R here.
You can download RStudio here. RStudio IDE, which is supported by Posit PBC, is a powerful and well-developed IDE for R. Other development environment options include Emacs addon Emacs Speak Statistics and VSCode.
Other Communities
Other communities that may be of interest across the fediverse:
- https://lemmy.ml/c/rstats
- https://lemmy.ml/c/dataisbeautiful
- https://lemmy.world/c/dataisbeautiful
- https://code4lib.net/c/datascience
- https://discuss.tchncs.de/c/data_engineering
Please send @a_statistician a message to recommend additional communities to add to this list.
Learning resources:
- R for Data Science - a good introductory book for learning R. Start here if you're overwhelmed.
- Big Book of R - collection of more than 500 online books/tutorials covering various aspects of R. Some links are to paid books with previews, but most links are to free online textbooks.
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I'm @a_statistician! I'm a statistics professor at a midwestern state university. I teach R and python programming and research data visualization.
Tidyverse. I've always wanted to get into data.table, but I find that tidy verbs are easier to teach and explain to my students, and it's more important to me that the code is readable than that it is a bit faster in production, since I spend most of my time trying to understand WTF students' code is doing.
I'm primarily a user, though I have contributed to several packages and I enjoy development - I just don't spend as much time on it as I do in R generally.
I've been using R since 2009, give or take, so almost 15 years now.
I also teach Python, though it's definitely not my default language anymore. I can accomplish minor tasks in JavaScript or C++ given enough time and googling, but R is the primary language I'm fluent in and using day to day. I have a profound hatred of Java that stems back to the trauma of taking AP Comp Sci I in C++ and then AP Comp Sci II in Java, with no transition to teach the basics of Java.
I use R for data visualization and data wrangling, though I wish I had enough time to play with generative art, because it seems really cool.
I use R for work, fun, and hobbies, but fun and hobbies are usually work related because professor life is all-consuming.
I am a total hex sticker whore. I still mourn laptop upgrades where I can't transfer the hex stickers from laptop to laptop, but I am trying a new trick with my latest laptop: I put contact paper down first, so that I can pull all the stickers off at once and frame them after the laptop is retired.
While my Ph.D. is in statistics, I would consider myself more on the data science side of things (e.g. right in the middle of the continuum) - I do a lot of data wrangling and visualization, and tend to not fit models unless I absolutely have to.
I think evil.R might be the worst thing I've ever seen. As far as actually useful packages, I've contributed to ggpcp, which is a very neat package that allows you to make parallel coordinate plots with a mixture of categorical and continuous variables using tidy syntax - the nice part of the way it works is that you can usually track an entire observation through a series of variables because it breaks ties on the categorical axis.