In *nix, there is a utility called wc (word count).
It provides number of lines, words, and characters in a given document or set of documents.
I looked at the wrong column for my thesis. I do not have 42K words. I have 6370.
Oops. I suppose that makes a lot more sense. Now I question my own sniff test skills - DUH. What was I thinking?