Adding density plots, though it will probably be more useful if the colorization density threshold are the same in every district instead of showing the partition between half or quarters of the population.  Tried to do a density graph and map of the entire city but it is going very slowly- perhaps it is the sorted call?  Also some system problems may be cropping up, my Ubuntu 14.04 laptop is working unusually right now.