6.10 For further study

We have covered only the basics of data visualization with R in this chapter. The following are links to videos, tutorials, and other resources you can use to learn more.

• ggplot
  • Chapter 3 of R for Data Science (Wickham and Grolemund 2017)
• ggplot and base R
  • R Graphics Cookbook (Chang 2013)
• Base R video tutorials
  • Graphs and Descriptive Statistics with R-Series 2 | R Statistical Software Tutorial Videos | MarinStatsLectures
• More ggplot resources
  • RStudio’s Data Visualization with ggplot Cheatsheet (scroll down to find it)
  • Video tutorials from RStudio
    • Data Visualization Basics
    • Exploratory Data Analysis
    • Bar Charts
    • Histograms
    • Boxplots and Counts
    • Scatterplots
    • Line Plots and Maps
    • Overplotting
    • Customize Plots
  • Tutorial: Data visualization with ggplot2 (Garrett Grolemund , RStudio, Inc, 2013)

References

Chang, Winston. 2013. R Graphics Cookbook: Practical Recipes for Visualizing Data. 1st edition. Beijing Köln: O’Reilly Media.

Wickham, Hadley, and Garrett Grolemund. 2017. R for Data Science: Import, Tidy, Transform, Visualize, and Model Data. 1st edition. Sebastopol, CA: O’Reilly Media.