Figure 3: The 2D visualization, which includes one point for each of the 329 observations, with the coordinates indicating the scores of each observation for the two principal components represented in the plot.

All eight variables are represented by vectors in this bi-plot, where the direction and length of each vector indicate how each variable contributes to the two principal components represented in the plot.