Are you studying the R programming language? Do you wish to learn to do extra duties with R? Take a look at our Do Extra With R video tutorials under — most with related textual content articles and code, and virtually all shorter than 10 minutes.
Within the desk under, you may simply search all of the tutorials by activity, normal subject, and particular R packages.
Accessible classes: massive information, collaboration, dataviz, information evaluation, information export, information import, information wrangling, ggplot, GIS, Microsoft, programming, RStudio, and vscode.
Some examples:
ggplot and different R information visualizations
Do that you must make static plots with R? Interactive graphs? Animations? Search under for phrases comparable to ggplot, dataviz, and colour. You may get outcomes comparable to Add colour to ggplot2 visualization with the ggtext bundle , Find out how to create interactive visualizations and linked interactive graphics with ggiraph  and Find out how to use built-in R colours and exterior palettes Â
For those who’re working with geospatial instruments, there are a number of tutorials on GIS with R together with Astonishingly straightforward mapping with the mapview bundle .
Microsoft
See how one can get extra out of Microsoft Workplace by pairing it with R, together with how one can generate PowerPoint slides from R or ship Outlook e mail from R .
Information wrangling
Learn to merge information in R 3 methods: base R, dplyr, and information.desk and always remember syntax to pivot wider and pivot longer .
For those who’re a tidyverse person, there’s lots right here on tidyr and dplyr . And should you’re on the lookout for new methods to spice up information wrangling and evaluation efficiency, take a look at Intro to the information.desk bundle , the final R information.desk cheat sheet , and different information.desk tutorials.
There are lots extra R tutorials within the desk under.
Search Do Extra With R by activity, bundle, or class
Process
Class
Packages/Software program
Simpler ggplot with ggcharts dataviz, ggplot
ggcharts, ggplot2, ggeasy, esquisse
Create PowerPoint information straight from R – or HTML slide displays dataviz, information export
rmarkdown, xaringan, Microsoft 365, PowerPoint, Microsoft Workplace
Astonishingly straightforward mapping with mapview GIS, dataviz, information evaluation
mapview
Join R with Outlook e mail and Groups collaboration programming, Microsoft
Microsoft365R, Microsoft 365, Outlook, Groups, Microsoft Workplace
Keep in mind tidyr pivot_wider and pivot_longer information wrangling
tidyr, RStudio
Create racing bar charts dataviz
ddplot
Create interactive visualizations and linked interactive graphics dataviz
ggiraph, albersusa
Write and run R code in Microsoft Visible Studio Code programming, vscode, Microsoft
Visible Studio Code, VSCode
Find out how to use R with Google BigQuery information import, massive information
bigrquery, BigQuery
Use the brand new R 4.1 pipe; run R 4.1 in Docker programming
base R
Use built-in R colours and exterior palettes dataviz
rcolorutils, scales, tmaptools, paletteer, paletti
Ship e mail with blastula programming
blastula
Set up and run Python with Rstudio programming
reticulate, python
Create interactive plots and graphs dataviz
echarts4r
Error examine when iterating programming
purrr
Add textual content labels to your ggplot2 graphs dataviz
ggplot2, ggrepel
Create an election map in R colour coded by winner and victory margin GIS, information evaluation
leaflet
The last word R information.desk cheat sheet – with tidyverse code too (no video) programming
information.desk, tidyverse
Depend and visualize information by teams in R programming, dataviz
janitor, vtree, CGPfunctions, ggplot2, dplyr, information.desk
Create an interactive drilldown graph dataviz
highcharter
5 helpful fread choices and options you may not know information import
information.desk
Preview color-matched parentheses, brackets, and braces in RStudio alpha model programming
RStudio
Run prolonged scripts as RStudio background jobs programming, Rstudio
RStudio
Create interactive tables with expandable rows information show
reactable
R 4.0 new options and operating R and Rstudio in a Docker container programming
R, RStudio, Docker
dplyr’s new throughout operate information wrangling
dplyr
Simpler ggplot with ggeasy dataviz, ggplot
ggplot2, ggeasy
information.desk symbols and operators, plus new fcase operate information wrangling, information evaluation
information.desk
Add colour to ggplot2 visualization with the ggtext bundle dataviz
ggplot2, ggtext
Twitter: Search, kind, and filter tweets by hashtag with rtweet and reactable programming
rtweet, reactable
Ship textual content messages with R collaboration
twilio
What’s that ZIP Code? Factors in polygons geospatial evaluation in R GIS, information evaluation
sf, tmap, tmaptools
Merge information in R 3 methods: base R, dplyr, and information.desk information wrangling
dplyr, information.desk, dtplyr
Get information.desk pace with dplyr syntax utilizing dtplyr programming
dtplyr, dplyr, information.desk
Intro to information.desk information wrangling, information evaluation
information.desk
Export information from R to Excel with Excel formatting or a number of sheets information export
openxlsx, rio, Microsoft Workplace, Excel, Microsoft 365
Import API information with httr programming
httr
Use git and GitHub with R programming
usethis, Rstudio
Write your personal ggplot2 capabilities programming
rlang, ggplot2
Group and summarize with information.desk and .SD programming
information.desk
Calculate month-over-month comparisons programming
dplyr
Ship Slack messages with R collaboration
slackr
Ship e mail with R and Gmail collaboration
gmailr
Enhance R Markdown interactivity information show
markdown, shiny
Customise ggplot with bbplot dataviz
bbplot, ggplot2
Reshape information with tidyr’s new pivot capabilities information wrangling
tidyr
Write your personal R bundle programming
devtools, usethis, roxygen2
Run Python in R code programming
reticulate, python
Write your personal RStudio addins programming
Rstudio
Create color-coded calendars dataviz
ggcal, ggplot2
Save time with Rstudio addins and keyboard shortcuts programming
Rstudio
Create lookup tables with named vectors programming
base R
Preserve passwords and tokens safe safety, programming
keyring
Add sparklines to HTML tables dataviz
DT, sparkline
Make a fast interactive desk information show
DT
Drag-and-drop ggplot dataviz
esquisse, ggplot2
Reshape information with tidyr information wrangling
tidyr
Schedule R scripts on a Mac programming
cronR
Generate HTML, Phrase docs and extra with R Markdown information show
rmarkdown, Microsoft Workplace, Microsoft 365, Phrase
Entry nested record objects information wrangling
purrr
Create animations in R dataviz
gganimate, ggplot2
Create maps GIS, dataviz
sf, tmap, tmaptools, leaflet
Iterate with out for loops utilizing purrr’s map_df programming
purrr
Save time with RStudio code snippets programming
Rstudio
Create dashboards dataviz
flexdashboard
Automated code checks programming, capabilities
testthat
Conditional values with case_when information wrangling
dplyr
Create interactive scatter plots with taucharts dataviz
taucharts
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