EDAV - Multivariate Continuous Data

Multivariate Continuous Data

Graphs

• Two continuous variables

  • Scatterplot
  • Heatmap
  • Density Contour Plot

• Three continuous variables

  • Scatterplot Matrix
  • 3D Scatterplot (interactive)

• More

  • Scatterplot Matrix
    • Not conveying the multivariate structure but only pair-wise relationships
  • Parallel Coordinate

• When manipulating dataframes with multivariate categorical data, remember to transform values into numerics (continuous).