Machine Learning-based NLP for Emotion Classification on a Cholera X Dataset

arXiv:2405.04897v1 Announce Type: new
Abstract: Recent social media posts on the cholera outbreak in Hammanskraal have highlighted the diverse range of emotions people experienced in response to such an event. The extent of people's opinions varies greatly depending on their level of knowledge and information about the disease. The documented re-search about Cholera lacks investigations into the classification of emotions. This study aims to examine the emotions expressed in social media posts about Chol-era. A dataset of 23,000 posts was …

abstract arxiv classification cs.ai cs.cl dataset disease diverse emotion emotions event information knowledge machine machine learning media nlp opinions outbreak people social social media type