Alternative to PCA, kinda works

not sure the eigenvectors are right, need to plot points in their grid
cells
sort of working

watch the array shapes in np.cov!
can plot ellipses in space, need to get on Basemap
Sort of working

need to scale the ellipses and add the major/minor axes