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๐Ÿ“Š YouTube Sentiment Analysis using BERT & Streamlit

This project is a real-time YouTube Sentiment Intelligence System that analyzes public YouTube comments using Transformer-based NLP (BERT) and displays results in an interactive Streamlit dashboard.


๐Ÿš€ Features

  • Fetches live YouTube comments using Google API
  • Classifies comments into:
    • Positive
    • Negative
    • Neutral
  • Uses BERT Transformer model for sentiment analysis
  • Displays results in a Streamlit web dashboard
  • Computes sentiment distribution for business insights

๐Ÿง  Tech Stack

  • Python
  • HuggingFace Transformers (BERT)
  • Google YouTube Data API
  • PyTorch
  • Streamlit

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Real-time YouTube sentiment analysis using BERT and Streamlit

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