Very neat to see the how the centroids move to the equilibria. Also interesting to look at other point distributions to see what happens in more pathological cases. (For the interested, I once made a kmeans visualization http://www.naftaliharris.com/blog/visualizing-k-means-cluste..., there is one in the sibling comment to this, and many others can be found with a little googling).