metadata

title: Amazon Review Sentiment Analysis
emoji: 📊
colorFrom: blue
colorTo: indigo
sdk: streamlit
sdk_version: 1.22.0
app_file: app.py
pinned: false

Amazon Review Sentiment Analysis

This Streamlit application analyzes the sentiment of product reviews and predicts ratings (1-5 stars) using a pre-trained model from Hugging Face.

Features

Real-time sentiment analysis of product reviews
Rating prediction (1-5 stars)
Confidence scores for each rating
Multi-language support (English, Dutch, German, French, Spanish, Italian)

Model Information

The application uses the LiYuan/amazon-review-sentiment-analysis model from Hugging Face, which is based on DistilBERT and was trained on a large dataset of Amazon product reviews.

Usage

Enter your review text in the text area
Click "Analyze Sentiment"
View the predicted rating and confidence scores

Technical Details

Built with Streamlit
Uses PyTorch and Transformers
Model is cached for faster inference