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And also take care of the classes of variables, for example, when it is an "integer", after transformation, it should be "numeric", but it is still recorded as "integer" which is carried over from gather_pcp. This could also happen in coercing character vectors. When the class is "charactor", the Statpcp will produce an error.
data(flea, package="GGally")
flea$one <- 1
flea %>%
ggplot(aes(vars = vars(1:8))) +
geom_pcp(aes(colour=species))
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