Figure 3 . 2D projection of the Dataset using the first two Principal Components. Datapoints are coloured (and shaped) by their group membership i.e., red circles correspond to Dancers and turquoise triangles correspond to Non-Dancers. Confidence ellipses of the appropriate colour also show the variance of the two groups.