id author title date pages extension mime words sentences flesch summary cache txt cord-354892-24wvly9f Low, Daniel M Natural Language Processing Reveals Vulnerable Mental Health Support Groups and Heightened Health Anxiety on Reddit During COVID-19: Observational Study 2020-10-12 .txt text/plain 1374 77 54 A manually chosen LDA model with 10 topics was then applied to all posts across all subreddits (mental health and non-mental health) to assess the distribution of topics, allowing for comparison between the distribution of posts prepandemic vs midpandemic. A manually chosen LDA model created on midpandemic data was applied to posts from r/COVID19_support to assess any change in topic distribution. We analyzed whether the subreddits that most increased in their Health Anxiety topic correlated with the ones that most increased in negative semantic change as measured by the trend analysis, but this was not significant (ρ = -0.046, P = 0.819). Figure S11: Prepandemic LDA model over non-mental health subreddits. Distribution of prepandemic LDA topics for posts in non-mental health subreddits prepandemic (left) and midpandemic (right). ./cache/cord-354892-24wvly9f.txt ./txt/cord-354892-24wvly9f.txt