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Text Mining (Text Data Representation (Bag of Words (multisets of …

- - - - size doesnt matter
  - - - if the token is in the document, 1, else 0
    - - word count
- - - - plurals turned to singulars
    - - the, and, of, by
      - Not always a good idea