Sentiment lexicon for depression-specific social media texts (DPR lexicon)
Abstract
This lexicon is constructed from four general-purpose sentiment lexica and augmented with corpus data obtained from the r/depression subreddit. This lexicon may be used to aid in effective sentiment analysis of social media posts related to experiences surrounding depression.The lexicon may be implemented in a similar fashion to other domain-independent lexica. The sentiment scores of words contained in a document should be added to determine a sentiment score for that document. This lexicon is sensitive for documents related to text specifically concerning depression, but may also be sensitive to co-occurring mental health concerns, such as anxiety.
Fields of Study & Subjects
Sentiment Analysis and Opinion Mining
Mental Health via Writing
Emotion and Mood Recognition
Publication details
- Journal / source
- Stellenbosch University (SUN)
- Publication date
- 13 March 2026
- Language
- EN
- Document type
- Dataset