README.md

metadata

title: IGP Team 4 WebApp
colorFrom: red
colorTo: red
sdk: docker
app_port: 8501
tags:
  - streamlit
pinned: false
short_description: 'Deploy suspicious review and sentiment analysis model '

A Streamlit web application for suspicious review detection and sentiment analysis of Amazon product reviews.

Features

• Suspicious review detection using Logistic Regression
• Sentiment analysis using BERT
• Explainability via SHAP
• Interactive visualisations and insights

How to Use

1. Navigate to the app
2. Input or upload Amazon review data
3. View predictions, explanations, and insights

Models Used

• Logistic Regression with TF-IDF and engineered features for suspicious review detection
• BERT for sentiment analysis

Team

• Team4IGP