This research aims to analyze the sentiment and trend of the undergraduate topic thesis of students of UIN Walisongo Semarang. The main objective of this research is to understand what the research trends are and what is behind the trends. The research method involved questionnaires for students and analysis of documented data in the form of text mining taken from Walisongo Eprint Library to obtain raw data. The data was analyzed using descriptive statistics to evaluate the results of the processed data. The results showed a positive trend in the results of the background questionnaire of students who wanted to complete their research immediately and three sentiment categories. The Rare category is research that is rarely taken, Often is research that is often written, and research that is currently being developed by students. This study implies that students are positive about the research they are working on, and the documentation data shows a significant change in the trend pattern. Therefore, university policies that are developed to better suit the development of students need further attention.