This project is an AI-powered Automotive Social Intelligence Platform that analyzes social media and geospatial automotive data to generate actionable business insights for automakers. It combines AI sentiment analysis, trend detection, geospatial visualization, and interactive dashboards to help companies understand customer perception and market dynamics.

• ✅ Real-time automotive sentiment analysis using AI (Mistral AI)
• ✅ Automotive trend & issue detection (mileage, service, pricing, performance, etc.)
• ✅ Geospatial sentiment visualization (maps, regional insights)
• ✅ Competitor benchmarking insights
• ✅ Interactive React dashboard with charts, filters, and analytics
• ✅ Backend APIs using FastAPI
• ✅ Database storage for insights and analytics

Data Pipeline → Backend (FastAPI) → AI Module (Mistral AI)
        ↓                              ↓
   Database Storage              Processed Insights
        ↓                              ↓
            React Dashboard Visualization

• Mistral AI (NLP / Sentiment Analysis)
• Python
• Data preprocessing pipeline

• FastAPI
• PostgreSQL / SQLite (development)

• React + TypeScript
• Charting & visualization libraries

project/
│
├── ai_module/        # AI sentiment analysis logic
├── backend/          # FastAPI server
├── frontend/         # React dashboard
├── data_pipeline/    # Data ingestion & cleaning
├── database/         # DB schema & setup
└── docs/             # Documentation

git clone <your-repo-url>
cd project-folder

pip install -r requirements.txt

Create .env file:

MISTRAL_API_KEY=your_api_key_here

uvicorn main:app --reload

npm install
npm start

• AI sentiment analysis module
• Dashboard UI and visualization
• Insight generation

• Dataset ingestion & cleaning
• FastAPI endpoints
• Database integration

To transform automotive social media chatter into data-driven insights that help automakers improve customer experience, track market trends, and make strategic decisions.

• Real-time streaming analytics
• Advanced competitor intelligence
• Predictive trend analysis
• Blockchain-based data verification (optional)

• AI & Frontend Developer
• Backend & Data Engineer

(Add names here)

This project is for educational/hackathon purposes.