Sentiment lexicon for depression-specific social media texts (DPR lexicon)

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Authors: Kurt Marais
Cited by: 0

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