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Sentiment Analysis Dashboard for Social Media

📑 5 slides 👁 2 views 📅 3/4/2026
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Title Slide

Sentiment Analysis Dashboard for Social Media

Title Slide
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Problem Statement & Objective

  • Information Overload: Millions of posts published daily
  • Brand Intelligence: Companies need real-time public opinion insight
  • Objective: Build an NLP dashboard for sentiment classification
Problem Statement & Objective
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System Architecture Diagram

  • 5-step pipeline: Data Source, Preprocessing, NLP Model, Classifier, Dashboard
  • End-to-End NLP Pipeline: Raw text to Visual Sentiment Dashboard
  • Streamlit, Plotly Charts for visualization
System Architecture Diagram
4

Datasets & Technology Stack

  • Twitter Sentiment140, IMDB Reviews, Amazon Product Reviews
  • HuggingFace DistilBERT, Scikit-learn for NLP
  • Streamlit, Plotly, Seaborn for visualization
Datasets & Technology Stack
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Implementation Roadmap

  • 6 milestones: Data Collection, Preprocessing, Model Training, Evaluation, Dashboard Build, Polish and Demo
  • Week 1-2: Data Collection and exploration
  • Week 14: Final testing and live demo
Implementation Roadmap
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