Books & Videos

Table of Contents

Chapter: Introduction


01m 23s

About The Author

01m 1s

How To Access Your Working Files

01m 15s

Chapter: Data Visualization Principles

What Is A Data Visualization And Why Do We Visualize Data?

02m 40s

Types Of Variables And Encodings

03m 34s

Choosing Effective Visual Encodings

03m 30s


03m 7s

Chapter: Introduction To Visualization In ggplot2

Getting Set Up With ggplot2

03m 34s

ggplot2's Grammar Of Graphics

03m 30s

Tidy Data And Data Manipulation

04m 36s

Basic Plots

05m 51s

Viewing Data Distributions

03m 52s

Chapter: Adding Complexity To Visualizations

Additional Visual Encodings: Color, Shape, And Size

02m 23s

Small Multiples

02m 59s

Smoothing Functions

03m 11s

Chapter: Customizing Your Plots

Axis Scales

03m 6s

Alternate Color Scales

03m 11s


03m 13s

Customizing Titles, Axis Labels, And Legends

03m 49s

Chapter: Conclusion


01m 36s