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Biplot functions

ggbiplot()
Biplot for Principal Components using ggplot2
ggscreeplot()
Screeplot for Principal Components
reflect()
Reflect Columns in a Principal Component-like Object
get_SVD()
Extract the SVD components from a PCA-like object

Data sets

crime
U. S. Crimes
wine
Wine dataset