README.md

metadata

title: 😊 Sentiment Analysis Tool
emoji: 🧠
colorFrom: indigo
colorTo: blue
sdk: gradio
sdk_version: 4.15.0
app_file: app.py
pinned: false

🧠 Universal Comment Sentiment Analyzer

This interactive web app performs sentiment analysis on any comment using a fine-tuned BERT model. It predicts whether a comment is Positive, Neutral, or Negative, and visualizes the sentiment distribution in real time.

✨ Features

• 🔍 Instant sentiment prediction with confidence scores
• 📈 Pie chart visualization of sentiment trends
• 📜 Scrollable prediction history with collapsible view
• 💾 Exportable CSV of all predictions
• 🎨 Custom Gradio theme with dark mode aesthetics

🧠 Model Details

• Base: bert-base-uncased
• Fine-tuned on YouTube and general domain comments
• Label classes: positive, neutral, negative
• Hosted model: McKlay/sentiment-analysis-v2

📦 Technology Stack

• 🤗 transformers
• 🔥 torch
• 🎨 gradio
• 📊 pandas, matplotlib

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📸 Thumbnail Preview

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👨‍💻 Author

Clay Mark Sarte
Hugging Face • GitHub • LinkedIn

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📝 License

This project is licensed under the MIT License.