Added Some visual verificaiton that the clustering was working
Added Some visual verificaiton that the clustering was working

Verification is done in just 1 d but wanted to at least make sure the
results made sense.

MaxRobinson/CS449,MaxRobinson/CS449,MaxRobinson/CS449