python kmeans on string

you will first have to define how you wanna cluster your data. The scikit-learn’s simple KMeans clustering is designed to work on numbers. However scikit-learn can be also be used to cluster documents by topics using a bag-of-words approach. This is done by extracting the features using scipy.sparse matrix instead of standard numpy arrays

One of the demo example is given here:

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