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Question

Bag-Of-Words Model - How do you make a bag-of-words model?

Answer

To create a Bag-of-Words model in Python, you need to first establish a vocabulary comprising all unique words in your text data. Following that, a numerical feature vector is created for each text document, representing the frequency of each word in the vocabulary. The CountVectorizer class in sklearn can be utilised for this purpose.