Text Preprocessing with Python/

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Solution Explanations: Text Representation

Solution Explanations: Text Representation

Review solution explanations for the code challenges on text representation.

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Solution 1: Bag-of-words

Here’s the solution:

Python 3.8
Files

Let’s go through the solution explanation:

  • Lines 5–6: We create an instance of the CountVectorizer class and store it in the vectorizer variable and later apply the fit_transform() method of vectorizer to the feedback data. This method converts the text data into a matrix ...