Highlights
Description of Data: Dataset, consists of reviewText and Rating.
- Download the file and set it as a Dataframe.
- Remove punctuations, special characters and stopwords from the text column. Convert the text to lower case.
- Create two objects X and y. X will be the ' Fbpost' column dataframe and y will be the “Label” column. create a CountVectorizer object and split the data into training and testing sets. Train a MultinomialNB model and Display the confusion Matrix
- Display the POS tagging on the first 4 rows of ‘Fbpost’
- Build and display a dependency parser tree for the sentence:
“With the Night King riding on his back, Viserion breathes blue fire at the Wall, which then disintegrated.”
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