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license: cc-by-nc-4.0 |
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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. |
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The dataset is also available on [Zenodo](https://doi.org/10.5281/zenodo.6476179). [](https://doi.org/10.5281/zenodo.6476179) |
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By accessing the dataset, you agree that: |
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1. User(s) will make no attempt to identify or contact individual participants from whom these Data were collected even though this dataset is anonymous; |
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2. User(s) will not distribute these data to any entity or individual beyond those specified in the approved Data Access Agreement; |
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3. User(s) will agree to use data only for research purposes; |
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4. User(s) will take all reasonable and customary measures to protect the confidential nature of materials, and avoid the disclosure or unauthorized use; |
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5. The data and any derivatives will be stored only on password-protected servers where access is restricted to the users using Unix group permissions; |
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The dataset is only for research purposes. |
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Please use your **institutional email** to request access. Access requests from a .com email will be rejected. |
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If you use this dataset, please cite the paper as: |
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Ji, S., Li, X., Huang, Z. et al. Suicidal ideation and mental disorder detection with attentive relation networks. Neural Comput & Applic (2021). https://doi.org/10.1007/s00521-021-06208-y |
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``` |
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@article{ji2021suicidal, |
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title={Suicidal ideation and mental disorder detection with attentive relation networks}, |
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author={Ji, Shaoxiong and Li, Xue and Huang, Zi and Cambria, Erik}, |
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journal={Neural Computing and Applications}, |
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year={2021}, |
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publisher={Springer} |
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} |
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``` |
