The idea
One hundred thousand reviews
Five customer reviews you can read. A hundred thousand you cannot.
Somewhere in those hundred thousand is the reason your ratings dropped in April. The words are all there. The problem is that nobody can look at them.
This chapter is about turning words into something countable, then into a picture. The professor's own framing: the challenge is not collecting text, it is extracting meaningful patterns from it.