The main research object of this paper is the emotion of unlabeled Weibo comments. The main research content is to effectively identify and label unlabeled Weibo comments. The main method used in this study is to use the python package jieba to extract feature values of comments, and then process and train the data based on ANN, so as to predict unlabeled comments and conduct tendency analysis.