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I applied clustering to a data set where I tried to cluster users that had rated certain book types. There were ~10000 users and around 100 book types. But after clustering I noticed that the clusters were very elongated. Many points seemed as if they were on a straight line. This following image is an example :-
Is there any significance of such a cluster? |
