4 Visualize a Continuous Variable

4.1 Histogram

4.1.1 Binning Continuous Data

4.1.2 Histogram Artifacts

4.1.3 Cumulative Histogram

4.1.4 Frequency Polygon

4.2 Density Plot

4.2.1 Enhanced Density Plot

4.2.2 Overlapping Density Curves

4.2.3 Rug Plot

4.2.4 Violin Plot

4.3 Box Plot

4.3.1 Classic Box Plot

4.3.2 Box Plot Adjusted for Asymmetry

4.4 One-Variable Scatterplot

4.5 Integrated Violin/Box/Scatterplot

4.5.1 VBS plot

4.5.2 VBS plot of Likert data

4.5.3 Trellis Plots or Facets

4.6 Pareto Chart

4.7 Presentation Quality Base R Histogram

Page built: 2019-10-06