Data Science, Topic Modeling, Bertopic, Unstructured Data, User Insight.
the model. Due to the unexplored context and large size of our dataset, it was difficult to determine an expected number of topics before conducting the analysis. LDA’s probabilistic model relied on a mixture of words approach, particularly looking at the distribution of words within documents for