“Do More with R” video tutorials


Create racing bar charts dataviz ddplot Create interactive visualizations and linked interactive graphics dataviz ggiraph, albersusa Write and run R code in Microsoft Visual Studio Code programming, vscode, Microsoft Visual Studio Code, VSCode How to use R with Google BigQuery data import, big data bigrquery, BigQuery Use the new R 4.1 pipe; run R 4.1 in Docker programming base R Use built-in R colors and external palettes dataviz rcolorutils, scales, tmaptools, paletteer, paletti Send email with blastula programming blastula Install and run Python with Rstudio programming reticulate, python Create interactive plots and graphs dataviz echarts4r Error check when iterating programming purrr Add text labels to your ggplot2 graphs dataviz ggplot2, ggrepel Create an election map in R color coded by winner and victory margin GIS, data analysis leaflet The ultimate R data.table cheat sheet – with tidyverse code too (no video) programming data.table, tidyverse Count and visualize data by groups in R programming, dataviz janitor, vtree, CGPfunctions, ggplot2, dplyr, data.table Create an interactive drilldown graph dataviz highcharter 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 Twitter: 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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