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This repository contains datasets from our paper, Sentiment-Driven Community Detection in a Network of Perfume Preferences, analyzing perfume preferences based on positive user reviews from Atrafshan, including User Reviews and Perfume Attributes, Emoji Mapping Dictionary, and Sentiment Classification Results.