Izumi, C. et al. 2025. Profiling Sentiment Archetypes of Popular Twitch Emotes: A Comparative Analysis of Rule-Based Segmentation and Unsupervised Clustering Techniques. Journal of Digital Society. 1, 3 (Sep. 2025), 183–200. DOI:https://doi.org/10.63913/jds.v1i3.15.