Topic Modeling

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Model loaded successfully.
KMeans model fitted successfully.

First 10 Keywords:
['root', 'user', 'login']

Nearest keyword to cluster centroid:
('login', 2.416072332742615)
('user', 0.6582048535233179)
('user', 2.0579701420760075)
('root', 0.8375138269895669)
('root', 1.891813996285826)

Top TF-IDF scores on each cluster:
Cluster 0:
(abnormally,0.58) (alert,0.58) (exited,0.58) (opened,0.50) (session,0.50) (uid,0.50) (user,0.50)
Cluster 1:
(user,1.66) (root,1.53) (eventtemplate,1.00) (check,0.54) (pass,0.54) (unknown,0.54)
Cluster 2:
ValueError: max_df corresponds to < documents than min_df