3.1 Learning Objectives

After completing this lab, you should be able to do the following:

• Install and load R packages.
• Understand why data visualization is a useful tool for science communication.
• Know and apply the APA guidelines for figures in APA manuscripts.
• Understand the basic “grammar of graphics” used by ggplot2.
• Apply the basic “grammar of graphics” to visualize data in R.