Setup running of the k-means partitioning method, for a given k on a
Flickr photo set, that prints out the partitioning result to a JSON
file.  
This setup also finds the most frequent tag in each cluster, filtering
out machine tags and number-only tags (like “2011”), and also tags
specified on a stop list (like “denmark”, “copenhagen”).