Parallel Coordinate Plots are useful to visualize multivariate data. R provides several packages/functions to draw Parallel Coordinate Plots (PCPs):

*ggparcoord*in the package*GGally*- the package
*ggparallel* - plain
*ggplot2*with*geom_path*

In this post I will compare these approaches using a randomly generated data set with three discrete variables.