(click to enlarge)
The plot shows the additional axis named rank (colored green in the plot).
Due to its poor representation, only 25% of variation in the original variable is
explained by the first two principal components, we will not pursue interpreting it
any further. This is not surprising, given it is a weighted average of the other
scores that have varying degrees of correlation between them.