A ggplot2 based biplot
A ggplot2 based biplot. It provides a drop-in
replacement for biplot.princomp(). It implements a
biplot and scree plot using ggplot2.
NEWS: Active development of ggbiplot has moved to the experimental branch
An implementation of the biplot using ggplot2. The package provides two functions:
ggbiplot aims to be a drop-in replacement for the built-in R function
biplot.princomp() with extended functionality for labeling groups, drawing a correlation circle, and adding Normal probability ellipsoids.
The development of this software was supported in part by NSF Postdoctoral Fellowship DMS-0903120
library(ggbiplot) data(wine) wine.pca <- prcomp(wine, scale. = TRUE) ggbiplot(wine.pca, obs.scale = 1, var.scale = 1, groups = wine.class, ellipse = TRUE, circle = TRUE) + scale_color_discrete(name = '') + theme(legend.direction = 'horizontal', legend.position = 'top')
Functions in ggbiplot
|ggscreeplot||Screeplot for Principal Components|
|wine||Chemical composition of three cultivars of wine|
|ggbiplot||Biplot for Principal Components using ggplot2|
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