Topic trends and user engagement on Instagram

This paper studies how engagement with a post on an online social media platform is correlated with the choice of topics and global topic trends. We leverage a large-scale dataset, comprised of over three million public posts from influencer profiles on Instagram. Based on a hashtag-based methodology to detect topics within posts and thematic trends over time, we distinguish between features that ...