beer_and_wine_NLP

Using wine and beer reviews for natural language processing practice

Heroku App - Markov Generation of fake wine reviews

https://warm-woodland-21331.herokuapp.com/

Notebooks

• 2018_10_14_ai_sommelier.ipynb: Markov generation of fake wine descriptions
• 2018_10_15_wine_review_sentiment_analysis_and_prediction.ipynb: Use the words of the review text for classification model
• 2018_12_12_nltk_vader_sentiment_analysis.ipynb: Use the nltk Vader sentiment analyzer on the reviews for regression model
• 2018_12_15_wine_review_point_prediction.ipynb: Use count vectorizer and Ridge regression to predict scores

Data downloaded from https://www.kaggle.com/zynicide/wine-reviews kaggle datasets download -d zynicide/wine-reviews