External Resources

Lesson #	Lesson/Theme Name	Resources
7	Health and Retirement Study (HRS)	Check out the codebook I made for us!
9	Objects	There is an additional textbook: Hands-On Programming with R by Garrett Grolemund Here is the chapter on objects Page on tibble package
10	Packages	Danielle Navarro’s YouTube video on Installing and loading R packages: https://www.youtube.com/watch?v=kpHZVyDvEhQ If you want to get more information on packages Comprehensive R Archive Network (CRAN) = package mothership There is an additional textbook: Hands-On Programming with R by Garrett Grolemund Here is the chapter on packages
13	Quarto documents	To learn more about working with Quarto, check out our BERD workshop: Creating Professional Presentations and Websites using R/Quarto
16	Piping	Tidyverse style guide on pipes More on the two pipes Differences between the base R and magrittr pipes - Tidyverse blog post by Hadley Wickham Discussion of differences on Stack Overflow R 4.1.0 pipe overview Comparing pipes: Base-R |> vs {magrittr} %>% this resource includes examples and also how to change the “default” pipe in RStudio from %>% to |> (keyboard shortcut will use |>)
20-23	Data transformations	dplyr cheat sheet See this slide from a previous BERD workshop. Also read the filter section in the “Data Transformation” chapter from R for Data Science (2e) Click here for a useful reference for all the different operators (both logical and comparison) that you can use. See more examples from the {tidyselect} webpage.
24-27	Data summarization
31-33	Data visualization (ggplot2)	ggplot2 Cheatsheet in html form ggplot2 Cheatsheet in pdf form List of complete themes Modify components of a theme Page on ggsave() Online textbook for ggplot2: https://ggplot2-book.org/ Another online resource for data visualization with ggplot2: https://socviz.co/index.html#preface Advanced Data Viz Class at Duke
		More to be added as course progresses!