DataFlow Pro AI 🚀

🌟 Overview

DataFlow Pro AI is a comprehensive data analysis and visualization platform built for the GPT-5 Hackathon. This powerful tool helps users transform raw data into actionable insights through automated visualizations, statistical analysis, and interactive dashboards.

✨ Features

• 📊 Data Visualization Module - Generate beautiful, interactive visualizations from CSV and Excel files
• 🤖 AI Chatbot - Get instant assistance and data insights through natural language queries
• 📈 Data Science Tools - Apply advanced analytics and statistical methods to your datasets
• 📱 Responsive Dashboard - Access all features through an intuitive, mobile-friendly interface
• 🎨 Customizable Themes - Choose between light and dark modes for comfortable viewing

🛠️ Technologies

Frontend

• Next.js - React framework for server-side rendering and static generation
• React - UI component library
• Tailwind CSS - Utility-first CSS framework
• TypeScript - Type-safe JavaScript

Backend

• FastAPI - Modern, high-performance web framework for building APIs
• Python - Backend programming language
• Pandas - Data manipulation and analysis
• Matplotlib/Seaborn - Data visualization libraries

🚀 Getting Started

Prerequisites

• Node.js (v16+)
• Python (v3.9+)
• npm or yarn

Installation

Frontend Setup

# Clone the repository
git clone https://github.com/WasifSohail5/GPT-5-Hackathon.git
cd GPT-5-Hackathon

# Install dependencies
npm install
# or
yarn install

# Create .env.local file with required environment variables
cp .env.example .env.local

Backend Setup

# Navigate to backend directory
cd backend

# Create and activate virtual environment
python -m venv .venv
source .venv/bin/activate  # On Windows: .venv\Scripts\activate

# Install dependencies
pip install -r requirements.txt

Running the Application

Start the Backend Server

cd backend
uvicorn main:app --host 0.0.0.0 --port 8004 --reload

Start the Frontend Development Server

# In a new terminal
npm run dev
# or
yarn dev

The application will be available at http://localhost:3000

📋 Modules

Report Generator

• Automated data visualization generation
• Statistical analysis summary
• Export reports as PDF/HTML
• Interactive charts and graphs

Data Science Module

• Correlation analysis
• Descriptive statistics
• Outlier detection
• Time series analysis

AI Chatbot

• Natural language queries about your data
• Interactive assistance
• Code generation for custom analysis
• Export conversations for documentation

📸 Screenshots

Landing Page

Data Visualization Dashboard

AI Chatbot Interface

🔄 Workflow

1. Upload Data - Upload CSV or Excel files through the intuitive interface
2. Generate Visualizations - Automatically create relevant visualizations based on your data
3. Explore Insights - Interact with charts and graphs to discover patterns and trends
4. Ask Questions - Use the AI chatbot to ask questions about your data in natural language
5. Export Results - Save visualizations and reports for sharing and presentation

🤝 Contributing

Contributions are welcome! Please feel free to submit a Pull Request.

1. Fork the repository
2. Create your feature branch (git checkout -b feature/amazing-feature)
3. Commit your changes (git commit -m 'Add some amazing feature')
4. Push to the branch (git push origin feature/amazing-feature)
5. Open a Pull Request

📄 License

This project is licensed under the MIT License - see the LICENSE file for details.

👨‍💻 Author

• Wasif Sohail - GitHub Profile

🙏 Acknowledgements

• Next.js Documentation
• FastAPI Documentation
• React Documentation
• Tailwind CSS Documentation

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Built with ❤️ for the GPT-5 Hackathon