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Development
What are the best R IDEs?
8
Options
Considered
196
User
Recs.
Jul 22, 2023
Last
Updated
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8
Options
Considered
Best R IDEs
Price
Platforms
License
--
Vim
-
Linux, macOS, Windows, Cygwin
Vim License
57
RStudio
-
-
-
--
Emacs + ESS
-
-
-
--
RKWard
0
-
-
--
StatET
-
-
-
See Full List
--
Vim
My Rec
ommendation
for
Vim
My Recommendation for
Vim
All
8
Pros
6
Cons
1
Specs
Top
Pro
•••
Macros increase productivity
Many text editors have programmable macros, but since Vim is keyboard-based, your programmed macros are usually far more predictable and easier to understand.
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Top
Con
•••
Consume brain energy for editing that should be used for logic
Text editing in vim is awesome, but it requires thinking about combinations of commands. In other editors, you don't have to think about how to delete this part of code. You just think about how to implement a feature, what is a good design for this code. Even after you get used to using vim, it still requires your brain for editing.
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Specs
Platforms:
Linux, macOS, Windows, Cygwin
License:
Vim License
Price:
0
Extension language:
Vim
Top
Pro
•••
Great productivity
Vim's keyset is mainly restricted to the alphanumeric keys and the escape key. This is an enduring relic of its teletype heritage, but has the effect of making most of Vim's functionality accessible without frequent awkward finger reaches.
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Top
Pro
•••
Tons of plugins/add-ons
This makes Vim the definitive resource for every environment (Ruby/Rails, Python, C, etc.), or simply just provides more information in your view.
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Top
Pro
•••
Extremely portable
Vi/vim exists on almost all Unix-like platforms. It's the de-facto Unix editor and is easily installed on Windows. All you need to make it work is a text-based connection, so it works well for remote machines with slow connections, or when you're too lazy to set up a VNC/Remote Desktop connection.
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Top
Pro
•••
Free and open-source software
Vim is open-source, GPL-compatible charityware.
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Top
Pro
•••
Lightweight and fast
When compared to modern graphical editors like Atom and Brackets (which have underlying HTML5 engines, browsers, Node, etc.), Vim uses a sliver of the system's memory and it loads instantly, all the while delivering the same features. Vim is also faster than Emacs.
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here
Recommend
36
6
57
RStudio
My Rec
ommendation
for
RStudio
My Recommendation for
RStudio
All
11
Experiences
4
Pros
3
Cons
4
Top
Pro
•••
RStudio is complete with profiling, debugging, plots and package management
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Top
Con
•••
Poor navigation
No file structure tree, no options to create file in folder.
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Francisco GarcĂa's Experience
Very easy to learn. Easy to install packages, fast and beautiful.
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Top
Pro
•••
It's free
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Top
Con
•••
Interface is not very good
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AffableNammu's Experience
Debugging is not working, neither for Shiny nor for R-scripts
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Top
Pro
•••
Rmarkdown editor for dynamic reports exported to in HTML, PDF (laTeX) and Word
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Top
Con
•••
Costs money for most licenses except student and educator licenses
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DeliberateCihuatecayotl's Experience
Very cumbersome to use and often crashed. Importing data files and working out what has been processed and what hasn't is very annoying. Opening a project that hasn't been worked on for a while and running it can cause all sorts of confusion because it is unclear what has been processed and what hasn't. Often easier just rebuilding the project but this caused problems when downloading twitter/youtube data via APIs which have a daily limit on how many requests can be sent. Probably the only thing I would recommend it for compared to a text based editor (such as vim or sublime) is that it can do inhouse graphs of inputted data.
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Top
Con
•••
Git integration
Most Git operations have to get handled via command line.
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Richard van Laak's Experience
RStudio can not be seen as an IDE. Although running R scripts works okay-ish, missing features like a proper directory/files tree will even fustrate junior developers.
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here
Recommend
67
17
--
Emacs + ESS
My Rec
ommendation
for
Emacs + ESS
My Recommendation for
Emacs + ESS
All
1
Experiences
1
SpiritedAhti's Experience
Running 10 R processes
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here
Recommend
24
1
--
RKWard
My Rec
ommendation
for
RKWard
My Recommendation for
RKWard
All
8
Experiences
2
Pros
4
Cons
2
Top
Pro
•••
KDE native
Available in the OS repository (at least for openSUSE).
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Top
Con
•••
The development version has support for RMarkdown
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baumann's Experience
I've been using it for months after moving from Ubuntu to openSUSE, where I used to use RStudio.
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Top
Pro
•••
Cross-platform and easy to use
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Top
Con
•••
Lack of notebook with R markdown
This is a nice feature from RStudio that I miss.
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ExcitedTsovinar's Experience
works like a charm
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Top
Pro
•••
Very flexible and snappy UI
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Top
Pro
•••
Can be extended by own plugins
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0
Recommend
18
4
--
StatET
My Rec
ommendation
for
StatET
My Recommendation for
StatET
All
9
Experiences
2
Pros
6
Cons
1
Top
Pro
•••
Good integration with Git via the eGit add-in
Far better than the Git integration that RStudio offers
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Top
Con
•••
Newest version doesn't work
Sometimes the newest version does not work since rj and rj.gd packages are not updated.
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DecisiveFrigg's Experience
This is a very useful product, much better than RStudio.
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Top
Pro
•••
Very good object browser
Much more powerful than the meager object browser that RStudio has in its "environment pane".
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DreamerDaichinTengri's Experience
stabile
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Top
Pro
•••
Integrated view of files and projects in one pane
Makes life easier. Again, unlike RStudio.
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Top
Pro
•••
Compareison or replace with previous versions
See More
Top
Pro
•••
Search in multiple folder
This is very handy when developing an R package.
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Top
Pro
•••
More text panes with clear tabs
Much easier than RStudio.
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Get it
here
Recommend
6
3
--
Sublime Text + R-Box
My Rec
ommendation
for
Sublime Text + R-Box
My Recommendation for
Sublime Text + R-Box
Hide
Get it
here
Recommend
2
--
Revolution R Enterprise
My Rec
ommendation
for
Revolution R Enterprise
My Recommendation for
Revolution R Enterprise
Hide
Get it
here
Recommend
2
1
--
R Commander
My Rec
ommendation
for
R Commander
My Recommendation for
R Commander
Hide
Get it
here
Recommend
3
6
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