‘Do More with R’ offers quick video tips on useful things you can do in the R programming language. Now you can search these R tutorial videos by topics, tasks, and packages in the table below. (Click on the task to go straight to the video content—or in some cases, an article with a video). Most videos are shorter than 10 minutes.
Search Do More With R by task, package, or category
Task
Category
Packages/Software
5 useful fread options and features you might not know data import
data.table
Preview color-matched parentheses, brackets, and braces in RStudio alpha version programming
RStudio
Run lengthy scripts as RStudio background jobs programming, Rstudio
RStudio
Create interactive tables with expandable rows data display
reactable
R 4.0 new features and running R and Rstudio in a Docker container programming
R, RStudio, Docker
dplyr’s new across function data wrangling
dplyr
Easier ggplot with ggeasy dataviz, ggplot
ggplot2, ggeasy
data.table symbols and operators, plus new fcase function data wrangling, data analysis
data.table
Add color to ggplot2 visualization with the ggtext package dataviz
ggplot2, ggtext
Search, sort, and filter tweets by hashtag with rtweet and reactable programming
rtweet, reactable
Send text messages with R collaboration
twilio
What’s that ZIP Code? Points in polygons geospatial analysis in R GIS, data analysis
sf, tmap, tmaptools
Merge data in R 3 ways: base R, dplyr, and data.table data wrangling
dplyr, data.table, dtplyr
Get data.table speed with dplyr syntax using dtplyr programming
dtplyr, dplyr, data.table
Intro to data.table data wrangling, data analysis
data.table
Export data from R to Excel with Excel formatting or multiple sheets data export
openxlsx, rio
Import API data with httr programming
httr
Use git and GitHub with R programming
usethis, Rstudio
Write your own ggplot2 functions programming
rlang, ggplot2
Group and summarize with data.table and .SD programming
data.table
Calculate month-over-month comparisons programming
dplyr
Send Slack messages with R collaboration
slackr
Send email with R and Gmail collaboration
gmailr
Boost R Markdown interactivity data display
markdown, shiny
Customize ggplot with bbplot dataviz
bbplot, ggplot2
Reshape data with tidyr’s new pivot functions data wrangling
tidyr
Write your own R package programming
devtools, usethis, roxygen2
Run Python in R code programming
reticulate, python
Write your own 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
Keep passwords and tokens secure security, programming
keyring
Add sparklines to HTML tables dataviz
DT, sparkline
Make a quick interactive table data display
DT
Drag-and-drop ggplot dataviz
esquisse, ggplot2
Reshape data with tidyr data wrangling
tidyr
Schedule R scripts on a Mac programming
cronR
Generate HTML, Word docs and more with R Markdown data display
markdown
Access nested list items data wrangling
purrr
Create animations in R dataviz
gganimate, ggplot2
Create maps GIS, dataviz
sf, tmap, tmaptools, leaflet
Iterate without for loops using purrr’s map_df programming
purrr
Save time with RStudio code snippets programming
Rstudio
Create dashboards dataviz
flexdashboard
Automated code tests programming, functions
testthat
Conditional values with case_when data wrangling
dplyr
Create interactive scatter plots with taucharts dataviz
taucharts
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