The Language That Drives Engagement: A Systematic Large-scale Analysis of Headline Experiments

We use a large-scale data set of thousands of field experiments conducted on Upworthy.com , an online media platform, to investigate the cognitive, motivational, affective, and grammatical factors implementable in messages that increase engagement with online content.