RStudio IDE : : CHEAT SHEET - GitHub
RStudio IDE : : CHEAT SHEET
Documents and Apps Source Editor
Tab Panes
Version
Open Shiny, R Markdown, knitr, Sweave, LaTeX, .Rd files and more in Source Pane
Navigate backwards/ forwards
Check Render Choose Configure Insert spelling output output render code Publish
format options chunk to server
Jump to Jump previous to next chunk chunk
Jump to section or chunk
Run Show file Visual code outline Editor
(reverse side) Run this and all previous Run this code chunks code chunk
Set knitr chunk options
Open in new Save Find and Compile as Run
window
replace notebook selected
code
Re-run previous code
Source with or Show file w/out Echo or outline
as a Local Job
Multiple cursors/column selection with Alt + mouse drag.
Code diagnostics that appear in the margin. Hover over diagnostic symbols for details.
Syntax highlighting based on your file's extension
Tab completion to finish function names, file paths, arguments, and more.
Import data with wizard
History of past commands to run/copy
Control Manage View R tutorials
external memory
databases usage
Turn on at Tools > Project Options > Git/SVN
A? Added D? Deleted
M? Modified R? Renamed
?? Untracked
Load
Save
Clear R
workspace workspace workspace
Choose environment to display from list of parent environments
Search inside environment
Display objects as list or grid
Stage Commit Push/Pull View Current files: staged files to remote History branch
Open shell to type commands Show file di to view file di erences
Displays saved objects by type with short description
View in data View function
viewer
source code
Access markdown guide at Help > Markdown Quick Reference See reverse side for more on Visual Editor
RStudio recognizes that files named app.R, server.R, ui.R, and global.R belong to a shiny app
Run Choose Publish to Manage app location to shinyapps.io publish
view app or server accounts
Multi-language code snippets to quickly use common blocks of code.
Jump to function in file
Change file type
Create Delete Rename folder file file
Path to displayed directory
More file options
Working
Run scripts in Maximize,
Directory
separate sessions minimize panes A File browser keyed to your working directory.
Ctrl/Cmd + R Markdown Drag pane
Click on file or directory name to open.
to see history Build Log
boundaries
Change directory
Debug Mode
Use debug(), browser(), or a breakpoint and execute your code to open the debugger mode.
Launch debugger mode from origin of error
Open traceback to examine the functions that R called before the error occurred
Package Development
Create a new package with File > New Project > New Directory > R Package
Enable roxygen documentation with Tools > Project Options > Build Tools
Roxygen guide at Help > Roxygen Quick Reference See package information in the Build Tab
Install package and restart R
Run devtools::load_all() and reload changes
Run R CMD check
Customize package build options
Clear output and rebuild
Run package tests
RStudio opens plots in a dedicated Plots pane
RStudio opens documentation in a dedicated Help pane
Click next to line number to Highlighted line shows where add/remove a breakpoint. execution has paused
Navigate Open in Export Delete Delete
recent plots window plot
plot all plots
Home page of helpful links
Search within help file
Search for help file
GUI Package manager lists every installed package
Viewer pane displays HTML content, such as Shiny apps, RMarkdown reports, and interactive visualizations
Install Update Packages Packages
Browse package site
Click to load package with library(). Unclick to detach package with detach().
Package version installed
Delete from library
Stop Shiny app
Publish to shinyapps.io, Refresh rpubs, RSConnect, ...
View() opens spreadsheet like view of data set
Run commands in
Examine variables Select function
environment where in executing
in traceback to
execution has paused environment
debug
Filter rows by value or value range
Sort by values
Search for value
Step through Step into and Resume Quit debug
code one line out of functions execution mode
at a time
to run
RStudio? is a trademark of RStudio, PBC ? CC BY SA RStudio ? info@ ? 844-448-1212 ? ? Learn more at ? Font Awesome 5.15.3 ? RStudio IDE 1.4.1717 ? Updated: 2021-07
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Keyboard Shortcuts
RUN CODE Search command history Interrupt current command Clear console
Windows/Linux Ctrl+ Esc Ctrl+L
Mac Cmd+ Esc Ctrl+L
NAVIGATE CODE Go to File/Function
Ctrl+.
Ctrl+.
WRITE CODE
Attempt completion
Tab or Ctrl+Space
Insert % (pipe operator) Ctrl+Shi +M
(Un)Comment selection
Ctrl+Shi +C
Tab or Ctrl+Space
Option+Cmd+Shi +M Cmd+Shi +C
MAKE PACKAGES Load All (devtools) Test Package (Desktop) Document Package
Windows/Linux Ctrl+Shi +L Ctrl+Shi +T Ctrl+Shi +D
Mac Cmd+Shi +L Cmd+Shi +T Cmd+Shi +D
DOCUMENTS AND APPS Knit Document (knitr) Insert chunk (Sweave & Knitr) Run from start to current line
Ctrl+Shi +K Ctrl+Alt+I Ctrl+Alt+B
MORE KEYBOARD SHORTCUTS
Keyboard Shortcuts Help
Alt+Shi +K
Show Command Palette
Ctrl+Shi +P
Cmd+Shi +K Cmd+Option+I Cmd+Option+B
Option+Shi +K Cmd+Shi +P
View the Keyboard Shortcut Quick Reference with Tools > Keyboard Shortcuts or Alt/Option + Shi + K
Search for keyboard shortcuts with Tools > Show Command Palette or Ctrl/Cmd + Shi + P.
Visual Editor
Check Render spelling output
Choose output format
Choose output location
Block format
Insert code chunk
Jump to Jump previous to next chunk chunk
Run selected lines
Publish to server
Show file outline
Back to Source Editor (front page)
Lists and block quotes
Clear formatting
Insert verbatim code
Links
Citations
Images
More formatting
Insert blocks, citations, equations, and special characters
Insert and edit tables
File outline
Add/Edit attributes
RStudio Workbench
WHY RSTUDIO WORKBENCH?
Extend the open source server with a commercial license, support, and more:
? open and run multiple R sessions at once ? tune your resources to improve performance ? administrative tools for managing user sessions ? collaborate real-time with others in shared projects ? switch easily from one version of R to a di erent version ? integrate with your authentication, authorization, and audit practices ? work in the RStudio IDE, JupyterLab, Jupyter Notebooks, or VS Code
Download a free 45 day evaluation at products/workbench/evaluation/
Share Projects
File > New Project
RStudio saves the call history, workspace, and working directory associated with a project. It reloads each when you re-open a project.
Start new R Session Close R Session
in current project
in project
T HJ
Active shared collaborators
Name of current project
Share Project with Collaborators
Select R Version
Run Remote Jobs
Run R on remote clusters (Kubernetes/Slurm) via the Job Launcher
Monitor launcher jobs
Launch a job
Jump to chunk or header
Set knitr chunk options
Run this and all previous code chunks
Run this code chunk
Run launcher jobs remotely
RStudio? is a trademark of RStudio, PBC ? CC BY SA RStudio ? info@ ? 844-448-1212 ? ? Learn more at ? Font Awesome 5.15.3 ? RStudio IDE 1.4.1717 ? Updated: 2021-07
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