Data Science, Topic Modeling, Bertopic, Unstructured Data, User Insight.
exploration of the tickets, I quickly discovered three key areas of pre-processing: Data prep: Unnesting and converting relevant features, specifically subject line, body text, and ticket tags, into data types suitable for textual analysis was necessary to create input documents for our topic