This is a web app for product review search and rating prediction. The review data is from Kaggle. The source code repository is on Github
Amazon is a well-known e-commerce website. It has became main gateway for many people to shop now. Our goal is to improve the review search experience for certain products on Amazon. To be Specific, we provide popular words, n-gram review search, rating prediction to help users gaining more insights regarding the product.
- We need more balanced data to be able to produce more successful sentimental analysis
- Use Flask APIs to separate business logic and web service, and facilitate the collaboration among team members.
Product Search Page: Product Review Page:
npm is required for building ReactJS App, so install node.js first then
cd client-app/
npm install
npm run build
If the front-end code is changed, you have to re-run npm run build
in client-app/
- pandas
- xgboost
- flask
- nltk
- numpy
- sklearn
on Windows:
./run.ps1
on Linux/Mac:
./run.sh