Data Visualization

Slides

This page contains slides for the courses STAE04 and DABN19: Data Visualization

• Introduction (source)
• Introduction to R (source)
• Working with Data in R (source)
• The Grammar of Graphics and ggplot2 (source)
• One Variable (source)
• Data-Ink (source)
• Two Variables (source)
• Scales (source)
• Categorical Data (source)
• Multivariate Data (source)
• Color (source)
• Big Data (source)
• Statistical Models (source)
• Maps (source)
• Animated and Interactive Visualizations (source)
• Wrapping Up

Worked Examples

• Hello, World!
• Cars
• First Steps with ggplot2
• D-Rex
• Air Quality
• Arthritis
• Plants
• Food for Thought
• Heavy Metal
• Gapminder

Submission Template

• R Markdown Template

Miscellaneous

• Introduction to R Markdown
• Formatting Figures
• The Anatomy of a Plot
• Instructions for the Assignments
• Summaries of Previous Course Evaluations
• History of Changes

Source code

The source code for all material here can be found at https://github.com/stat-lu/dataviz.