Data visualization and transformation

Data Science with R

Author

Mine Çetinkaya-Rundel + Elijah Meyer

Slides

Title
Welcome
Meet the toolkit: R and RStudio
Meet the toolkit: Quarto
Visualizing data
Building a plot step-by-step with ggplot2
Grammar of graphics
Grammar of data transformation
Visualizing and summarizing categorical data
Visualizing and summarizing numerical data
Visualizing and summarizing relationships
Meet the toolkit: Git and GitHub

Code alongs

Title
UN Votes (Complete)
UN Votes
First look at Palmer Penguins (Complete)
First look at Palmer Penguins
Flights and pipes (Complete)
Flights and pipes
Starwars characters (Complete)
Starwars characters
Diving deeper with Palmer Penguins (Complete)
Diving deeper with Palmer Penguins

Exercises

Title
Meet the toolkit: Programming exercises
Bechdel + data visualization
Mario games + data visualization