Dataset Open Access
Reddit Mental Health Dataset
Low, Daniel M.;
Rumker, Laurie;
Talker, Tanya;
Torous, John;
Cecchi, Guillermo;
Ghosh, Satrajit S.
DCAT Export
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<dct:title>Reddit Mental Health Dataset</dct:title>
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<dcat:keyword>Natural Language Processing</dcat:keyword>
<dcat:keyword>Mental Health</dcat:keyword>
<dcat:keyword>Psychiatry</dcat:keyword>
<dcat:keyword>COVID-19</dcat:keyword>
<dcat:keyword>Reddit</dcat:keyword>
<dcat:keyword>Social Media</dcat:keyword>
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<dct:description><div>&nbsp;</div> <p>This dataset contains posts from 28 subreddits (15 mental health support groups) from 2018-2020. We used this dataset to understand the impact of COVID-19 on mental health support groups from January to April, 2020&nbsp;and included older timeframes to obtain baseline&nbsp;posts before COVID-19.</p> <p><strong>Please cite if you use this dataset:</strong></p> <p>Low DM, Rumker L, Talker T, Torous J, Cecchi G, Ghosh SS (2020). Natural language processing reveals vulnerable mental health support groups and heightened health anxiety on Reddit during COVID-19.&nbsp;<em>PsyArXiv</em>.&nbsp;https://doi.org/10.31234/osf.io/xvwcy</p> <p><strong>License</strong></p> <p>This dataset is made available under the Public Domain Dedication and License v1.0 whose full text can be found at:&nbsp;<a href="http://www.opendatacommons.org/licenses/pddl/1.0/">http://www.opendatacommons.org/licenses/pddl/1.0/</a></p> <p>It was downloaded using pushshift API. Re-use of this data is subject to Reddit API terms.</p> <p>&nbsp;</p> <p><strong>Reddit Mental Health Dataset</strong></p> <p>Contains posts and text features for the following timeframes from 28 mental health and non-mental health subreddits:</p> <ul> <li><strong>15 specific mental health support groups</strong>&nbsp;(r/EDAnonymous, r/addiction, r/alcoholism, r/adhd, r/anxiety, r/autism, r/bipolarreddit, r/bpd, r/depression, r/healthanxiety, r/lonely, r/ptsd, r/schizophrenia, r/socialanxiety, and r/suicidewatch)</li> <li><strong>2 broad mental health</strong>&nbsp;subreddits (r/mentalhealth, r/COVID19_support)</li> <li><strong>11 non-mental health subreddits</strong>&nbsp;(r/conspiracy, r/divorce, r/fitness, r/guns, r/jokes, r/legaladvice, r/meditation, r/parenting, r/personalfinance, r/relationships, r/teaching).</li> </ul> <p><code>filenames</code>&nbsp;and corresponding timeframes:</p> <ul> <li><code>post:</code>&nbsp;Jan 1 to April 20, 2020 (called &quot;mid-pandemic&quot; in manuscript; r/COVID19_support appears).&nbsp;Unique users: 320,364.&nbsp;</li> <li><code>pre:</code>&nbsp;Dec 2018 to Dec 2019. A full year which provides more data for a baseline of Reddit posts.&nbsp;Unique users: 327,289.</li> <li><code>2019:</code>&nbsp;Jan 1 to April 20, 2019 (r/EDAnonymous appears). A control for seasonal fluctuations to match&nbsp;<code>post</code>&nbsp;data.&nbsp;Unique users: 282,560.</li> <li><code>2018:</code>&nbsp;Jan 1 to April 20, 2018. A control for seasonal fluctuations to match&nbsp;<code>post</code>&nbsp;data.&nbsp;Unique users: 177,089</li> </ul> <p>Unique users across all time windows (pre and 2019 overlap): 826,961.</p> <p>See manuscript Supplementary Materials (https://doi.org/10.31234/osf.io/xvwcy) for more information.</p> <p>Note: if subsampling (e.g., to balance subreddits), we recommend bootstrapping analyses for unbiased results.</p> <p>&nbsp;</p></dct:description>
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383
978
views
downloads
| Views | 383 |
| Downloads | 978 |
| Data volume | 22.9 GB |
| Unique views | 343 |
| Unique downloads | 463 |
Indexed in
- Publication date:
- July 13, 2020
- DOI:
-
- Keyword(s):
- Natural Language Processing Mental Health Psychiatry COVID-19 Reddit Social Media
- Related identifiers:
- Documented by
- 10.31234/osf.io/xvwcy (Preprint)
- Identical to
- 10.17605/OSF.IO/7PEYQ (Dataset)
- Communities:
- License (for files):
- Open Data Commons Public Domain Dedication and Licence 1.0