Data Science, Topic Modeling, Bertopic, Unstructured Data, User Insight.
model. Text cleaning: Ensured the entire corpus was case-insensitive, and Removing noisy text: Web data, special characters, emoticons; created functions to parse out forwarded messages and email signatures. Parameter Tuning Because each component is made up of one or more models, BERTopic contains