Return a scree plot to visualize the eigenvalues of the PCA.

Return a scree plot to visualize the eigenvalues of the PCA.

Usage

tacoplot_scree(ta, ...)

Arguments

ta

A tidytacos object.

...

Arguments passed on to factoextra::fviz_eig

X

an object of class PCA, CA, MCA, FAMD, MFA and HMFA [FactoMineR]; prcomp and princomp [stats]; dudi, pca, coa and acm [ade4]; ca and mjca [ca package].

choice

a text specifying the data to be plotted. Allowed values are "variance" or "eigenvalue".

geom

a text specifying the geometry to be used for the graph. Allowed values are "bar" for barplot, "line" for lineplot or c("bar", "line") to use both types.

barfill

fill color for bar plot.

barcolor

outline color for bar plot.

linecolor

color for line plot (when geom contains "line").

ncp

a numeric value specifying the number of dimensions to be shown.

addlabels

logical value. If TRUE, labels are added at the top of bars or points showing the information retained by each dimension.

hjust

horizontal adjustment of the labels.

main,xlab,ylab

plot main and axis titles.

ggtheme

function, ggplot2 theme name. Default value is theme_pubr(). Allowed values include ggplot2 official themes: theme_gray(), theme_bw(), theme_minimal(), theme_classic(), theme_void(), ....

Examples

urt %>% tacoplot_scree()