A cannabis use Reddit dataset for aspect-based sentiment analysis

Abstract Using publicly accessible Reddit posts, we developed a manually annotated dataset for traditional and aspect-based sentiment analysis (ABSA) of cannabis-related discussions in the context of pain management. The dataset consists of 479 post-aspect pairs extracted from specific Reddit communities associated with autoimmune rheumatic diseases (ARDs). We filtered posts using a structured list of cannabis-related terms and extracted context using rule-based sentence segmentation. Subsequently, we manually annotated each post for both traditional and aspect-specific sentiment (positive, negative, neutral). Inter-annotator reliability