The purpose of my request was for a personal research project to satisfy curiosity. My initial motivation was that there were things that seemed to be true about the distribution of available .com domains, and I wanted to see what the reality was. And, using NS queries would not scale.
I looked for the shortest English dictionary words available, percentage of various length domain names still available (alpha only and alphanumeric; with single numeral, two numeral digits, etc.), for non-words I looked at the distance from the closest English dictionary word, collected the patterns of common permutations of dictionary words into domain names, I monitored change rate, etc.
I've never "used" the information learned except to be able to speak with a little more authority in a single conversation where the subject matter came up. But, it was interesting to me :)