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Supposedly, we have a text column containing things written by users and we would like to remove the text and introduce tags (common tags).

My thoughts on this was using a CountVectorizer and not TFIDF (because it doesn't consider the most and the least occurring words).

Any suggestions or a better library out there for approaching this?

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    $\begingroup$ countvectorizer seems fine, along with a normalisation procedure that counts as same several variations of a word, eg products/product (plural/singular) $\endgroup$
    – Nikos M.
    Jun 1 at 13:21

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