Dynamic Topic Modeling with BERTopic

Digesting the Digest: Reverse-engineering my Medium Interests with Topic Modeling (Part 3)

Sejal Dua
Towards Data Science
9 min readOct 3, 2021

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This marks the last article of a three-part investigation to better understand my Medium suggested reads by way of an NLP technique called topic modeling. In this article, I will introduce what I believe to be the most powerful topic modeling algorithm in the field today: BERTopic. I will also attempt to illustrate how temporally-aware interactive visualizations can comprise vast amounts of information without needing…

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Data Scientist @ Nike | Previously @ IBM Watson Health | Writing about Python, ML, NLP, Data Visualization, Music, and Sports | sejaldua.com