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  Sentiment Dashboard

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  Sentiment GPT

SocialScope - Social Media Sentiment Analysis Dashboard

Inspiration

The need for businesses to understand public perception and sentiment across social media platforms in real-time led to the creation of SocialScope - a comprehensive sentiment analysis dashboard.

What it does

• Provides real-time sentiment analysis of social media content about companies
• Features an interactive dashboard with:
  • Sentiment trend visualization
  • Keyword frequency analysis
  • Volume tracking
  • AI-powered chatbot for insights
• Uses Azure OpenAI for intelligent chat interactions
• Integrates with Reddit API for social media data collection

How we built it

• Frontend: React + TypeScript + Vite
• UI Components: TailwindCSS for styling
• Data Visualization: Recharts library
• APIs & Services:
  • Azure OpenAI for the chatbot
  • Reddit API for data collection
  • Sentiment analysis using sentiment npm package

Challenges we ran into

• Managing real-time data processing
• Implementing secure API key handling
• Optimizing performance with large datasets
• Integrating multiple APIs seamlessly

Accomplishments that we're proud of

• Clean, responsive UI with real-time updates
• Successful integration with Azure OpenAI
• Efficient sentiment analysis pipeline
• Interactive data visualizations

What we learned

• Azure OpenAI integration best practices
• Real-time data processing techniques
• State management in React
• API security and environmental variables

What's next for SocialScope

• Twitter API integration
• Enhanced sentiment analysis algorithms
• More detailed analytics features
• Export functionality for reports
• Custom dashboard layouts

Built With

• azure
• copilot
• github
• openai
• react
• reddit
• tailwindcss
• vite