Detecting Symptoms of Depression on Reddit
Authors/Creators
- 1. National Institute on Drug Abuse, National Institutes of Health
- 2. University of Pennsylvania
- 3. Stanford University
Description
Depression is known to have heterogeneous symptom manifestations. Investigating various symptoms of depression is essential to understanding underlying mechanisms and personalizing treatments. The current paper is to identify psycho-linguistic and open-vocabulary language markers associated with different symptoms using 1,318,749 posts from 43 subreddit communities (e.g., r/bingeeating) clustered into 13 expert-validated depression symptoms.
The current paper has been accepted by WebSci ’23 as a full paper.
Files
Restricted
The record is publicly accessible, but files are restricted. Log in to check if you have access.
Request access
If you would like to request access to these files, please fill out the form below.
You need to satisfy these conditions in order for this request to be accepted:
Considering the sensitive nature of the data, we will provide access on a per request basis.
You are currently not logged in. Do you have an account? Log in here