Putting it all together: exploratory data analysis

Learning objectives

  • Revisit data wrangling basics
    • Pipe
    • Arrange
    • group_by
    • Summary statistics
  • Revisit data visualization basics
    • Create graphs with ggplot2 in R
    • Add variables to a graph with aesthetics
    • Create different types of graphs with geoms
    • Understand the grammar rules of creating graphs with ggplot2

Checklist

  • Finish reading: Chapter 3
  • Finish DataCamp 04: Data visualization
  • Finish MP01