Inspiration
We wanted to do sentiment analysis to fit the carnival theme.
What it does
It looks at disneyland reviews and predicts the rating out five stars for that review.
How we built it
We fit a logistic regression model to kaggle dataset of disneyland reviews. We then built a frontend using flask and html.
Challenges we ran into
Importing the Google Colab model into VS Code
Accomplishments that we're proud of
The website predicts the rating based on the review, and it works well.
What we learned
Machine learning for sentiment analysis, integrating backend and frontend
What's next for Review Sentiment Analysis
Maybe a possible use case is for when a user writes a review, we can suggest how many stars they should give the product/service.
Log in or sign up for Devpost to join the conversation.