Clustering, K Means, Spectral Clustering, Exploratory Data Analysis.
the toughest decision is the number of clusters to use as a starting parameter. In our case, there is certainly a limit to the number of genres that we can imagine, at least on a first cut. Again, it is unlikely that a NYT best-seller list will travel too deeply down the nested tree of possible