Data Science, Topic Modeling, Bertopic, Unstructured Data, User Insight.
explored were Latent Dirichlet Allocation (LDA) and BERTopic; both commonly used topic models on text-based data. Many initial trials were conducted on the dataset in preparation for each model, but something that concerned me was LDA’s predefined number of topics as a required parameter to train