Yes, that's Zipf's law applied. I doubt that many language learners knew about this law. I think it is still worth pointing out, that when you go through the beginning of the book, reading will become rapidly easier.
It'd be an interesting exercise in Modernist writing to try producing a book that violates Zipf's law, say by hashing all but the most common few hundred words into chapter buckets.
