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| 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 |