• 1 Introduction
  • 2 Acknowledgments
  • 3 Resources
  • 4 Getting Started
    • 4.1 Prerequisites
    • 4.2 Software Requirements
      • 4.2.1 R and RStudio
    • 4.3 Installing ggplot2
    • 4.4 Installing ggplot2 Extentions
  • 5 Grammer of Graphics
    • 5.1 Building Blocks of a Graph
  • 6 Basic Plots
    • 6.1 Loading ggplot2
    • 6.2 Dataset
    • 6.3 Scatter Plot
    • 6.4 Exercise
  • 7 Geoms and Statistics
    • 7.1 Exercise
  • 8 Scales
  • 9 Text and Labels
  • 10 Smoother
  • 11 Theme and Title
  • 12 Facets
  • 13 Challenge
    • 13.1 Recreating the Economist Graph

Data Visualization in R with ggplot2

3 Resources

  • Google

  • Data Visualization with ggplot2 Cheat Sheet

  • ggplot2 Documentation

  • R Graphics Cookbook
  • ggplot2 tutorial from Harvard University

  • ggplot2 Workshop (Vanderbilt, 2007)