Restaurant Review Classification

Inspiration

Working on another project of NLP with movie reviews inspired me to try it with restaurant reviews. Often fake reviews hide the actual quality of restaurants which is not desired, so this is an attempt at averting that.

What it does

This project classifies restaurant reviews as real or fake.

How we built it

It was built by performing sentiment analysis on data taken from the Yelp dataset and then using it to train the model.

Challenges we ran into

The size of the dataset limited the actual amount of data that could be worked with.

Accomplishments that we're proud of

What we learned

NLP, Various concepts of ML

What's next for Restaurant Review Classification

Trying to implement it with larger amounts of data and with more models.

Built With

• natural-language-processing
• nltk
• pandas
• python
• scikit-learn