Suicidal Ideation and Mental Disorder Detectionwith Attentive Relation Networks
Table 4: Statistical information of SuicideWatch and mental health related subreddits, i.e., SWMH dataset
['Subreddit', '#/% of train', '#/% of valid.', '#/% of test']
As severe mental health issues are very likely to lead to suicidal ideation, we also collect another dataset from some mental health related subreddits in Reddit.com to further the study of mental disorders and suicidal ideation. We name this dataset as Reddit SuicideWatch and Mental Health Collection, or SWMH for short, where discussions comprise suicide-related intention and mental disorders like depression, anxiety, and bipolar. This collection contains totally 54,412 posts.