A user just emailed me to find out how to get the "percent variance explained" by each eigenvector from phytools' phylogenetic PCA (phyl.pca function. This is easy, just do the following:
PC1 PC2 PC3 PC4 PC5
26.83767 23.78144 20.18687 15.85040 13.34361
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