Question: Widening the distances between PCA vectors in PCA a biplot
gravatar for arronar
9 months ago by
arronar130 wrote:


I'm running a PCA analysis on R with 62 variables and when creating the biplot some vectors are getting on top of others and i cannot read their labels (see pic). Is there any way to make them more readable.

enter image description here

I used the factoextra package to plot it by running


Thank you.

vector pca piblot R bioplot • 374 views
ADD COMMENTlink modified 7 months ago by Alex Reynolds22k • written 9 months ago by arronar130

you could remove the black dot labels with fviz_pca_biplot(res.pca, label ="var") or you can simply get rid of black dots with fviz_pca_biplot(res.pca, invisible ="ind"). once you remove black dots, if you use xlim and ylim that only encircles your blue arrows. say your arrows are within the x axis range -3,2 while y axis range is 1,5 to -2 then do fviz_pca_biplot(res.pca, invisible ="ind") + xlim(-3,2) + ylim(-2,1.5) . I think this might widen the spaces.

ADD REPLYlink modified 9 months ago • written 9 months ago by firatuyulur180

Thank you very much. Seems that it works.

ADD REPLYlink written 9 months ago by arronar130
gravatar for Alex Reynolds
7 months ago by
Alex Reynolds22k
Seattle, WA USA
Alex Reynolds22k wrote:

In addition to using a smaller type size, you can render the plot to PDF, open with Adobe Illustrator, and add a stroke color of white and a thickness of 0.25pt. Adding a thin outline around text helps distinguish one label from another by keeping labels from blending into one another.

ADD COMMENTlink written 7 months ago by Alex Reynolds22k
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