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CountVectorizer to Extract Features from Texts in Python, in Detail

Everything you need to know to use CountVectorizer efficiently in Sklearn

The most basic data processing that any Natural Language Processing (NLP) project requires is to convert the text data to the numeric data. As long as the data is in text form we cannot do any kind of computation action on it.