An embedding, UMAP projection and HDBSCAN cluster plot can reveal patterns in a collection of articles. It is harder to understand what each step actually did.
Model Atlas collects concepts from text representation and embeddings through dimensionality reduction, clustering, model training and evaluation as a name, bilingual explanation, live demo and code. Try each demo in your browser and inspect its implementation in the code tab.