Reddit SuicideWatch and Mental Health Collection (SWMH) for Suicidal Ideation and Mental Disorder Detection

<p>We collect this dataset from some mental health-related subreddits in https://www.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. We use the Reddit official API and develop a web spider to collect the targeted forums. This collection contains a total of 54,412 posts. Specific subreddits are listed in Table 4 of the below paper, as well as the number and the percentage of posts collected in the train-val-test split.</p> <p><strong>This dataset is only for research. Please request with your institutional email.&nbsp;</strong></p> <p>If you use this dataset, please cite the paper as:</p> <p>Ji, S., Li, X., Huang, Z.&nbsp;<em>et al.</em>&nbsp;Suicidal ideation and mental disorder detection with attentive relation networks.&nbsp;<em>Neural Comput &amp; Applic</em>&nbsp;(2021). https://doi.org/10.1007/s00521-021-06208-y</p> <pre>@article{ji2021suicidal, title={Suicidal ideation and mental disorder detection with attentive relation networks}, author={Ji, Shaoxiong and Li, Xue and Huang, Zi and Cambria, Erik}, journal={Neural Computing and Applications}, year={2021}, publisher={Springer} }</pre>