The paper introduces the technical route of constructing user portraits for Weibo comments on public health emergencies based on sentiment analysis, analyzes the correlation between the calculated sentiment orientation and user characteristics, and proposes that six user characteristics, such as gender, age, number of followers, number of likes, introduction and label, which are related to the emotional tendency of user comments, could be selected as content to construct user portraits of Weibo comments on public health emergencies.