This workflow shows how to predict box-office success categories using only plot summries (i.e., storylines): Read the data from the Excel file. Structure the data via Bag-of-Words and LDA approaches. Develop prediction model models to assess the superiority of methods and models. Credit: Dr. Dursun Delen, Oklahoma State University