Links

Websites

• Getting Started with R and RStudio, view the website.

• How to Use Git/GitHub with R, view the website.

• Tidy Tuesday data repository, view the repository.

• The R Graph Gallery, view the website.

• From Data to Viz website on visualizing data, view the website.

• Julia Silge’s blog posts (mostly) on TidyTuesday data analyses, view the website.

Texts

R Related

• ggplot2: Elegant Graphics for Data Analysis (3e), view the free online version of the text

• Spatial Data Science with applications in R, view the free online version of the text.

• Analyzing US Census Data: Methods, Maps, and Models in R textbook, view the free online version of the text.

• Tidy Finance with R, view the free online version of the text.

• Outstanding User Interfaces with Shiny textbook, view the free online version of the text.

• Crime by the Numbers: A Criminologist’s Guide to R textbook, view the free online version of the text.

Python Related

• Python for Data Analysis, 3E, view the free online version of the text

Podcasts

• Ezra Klein Show episode featuring Brian Christian

Videos

• Getting started with Quarto YouTube video, watch the video on YouTube.

• Datasheets for Datasets video, watch the video on YouTube.

• How to Make a Custom R Package video, watch the video on YouTube.

• The Alignment Problem: Machine Learning and Human Values with Brian Christian, watch the video on YouTube.