Kaggle Twitter Data CountVectorizer Example

CountVectorizer Example

document = ["This is Import Data's YouTube channel",
            "Data Science is my passion and it is fun",
            "Please subscribe to my channel"]
# create the transform
vectorizer = CountVectorizer()

# tokenize and make the document into a matrix
doc_term_matrix = vectorizer.fit_transform(document)

pd.DataFrame(doc_term_matrix.toarray(),columns = vectorizer.get_feature_names())