Those first six lines could be replaced by these two lines:

from collections import Counter

counts = Counter(i.split()[6] for i in open(filename))

In general, there is almost never a good use for defaultdict given that dict.setdefault() exists.

Great article in general, I’m just quibbling. Have claps!