This enables us to conduct a fine-grained analysis of how comparison usage interacts with their social context, opening up a research direction with applications in sentiment analysis and opinion mining.
we find that figurative comparisons are more likely to accompany reviews showing extreme sentiment, and that they are uncommon in opinions deemed as being helpful.