I'd be careful about that generalization. This software seems to be going more by mentions than by recommendations - e.g. the top reply to https://news.ycombinator.com/item?id=16323808 ("Ask HN: Which are the most damaging books you've read?") is being counted as a recommendation.

Sentiment analysis is hard. In fact I've never seen it work yet.