DataViz Agent 🚀📊

Turn raw data into stunning visuals effortlessly! DataVZ Agent is an AI-powered data visualization tool that transforms complex datasets into easy-to-understand graphs, charts, and reports. Whether you're analyzing trends, generating insights, or simplifying data storytelling, this multi-agent system does the heavy lifting for you.

✨ What Can This Tool Do?

This AI-powered assistant helps you:

• 📊 Create beautiful charts and graphs from your data
• 🔍 Analyze trends and patterns automatically
• 💡 Get insights explained in simple English
• 🗣️ Have natural conversations about your data
• 📈 Generate professional-quality visualizations

🎯 Perfect For:

• 📚 Students working on data analysis projects
• 💼 Business professionals creating reports
• 📝 Researchers exploring datasets
• 🎓 Anyone who wants to understand their data better!

🚀 Key Features

💬 Chat With Your Data

• Ask questions in plain English - no coding needed!
• Get instant visualizations and analysis
• Receive clear explanations of what the data means
• Follow up with more questions naturally

🎨 Smart Visualization

• AI automatically chooses the best chart types
• Creates beautiful, professional-quality graphs
• Supports various statistical visualizations
• Custom styling and formatting

🧠 Powered by Advanced AI

• Uses state-of-the-art language models
• Supports complex data analysis
• Provides detailed insights
• Handles advanced queries with ease

📋 Requirements

Before you start, you'll need:

1. Python 3.7 or higher installed on your computer
2. An API key from OpenAI (for the AI capabilities)
3. An E2B API key (for code execution)

🛠️ Installation Guide

1. Get the Code

   git clone https://github.com/akhil-bot/DataVizAgent.git
   cd DataVizAgent

2. Set Up Your Environment

   pip install -r requirements.txt

3. Get Your API Keys

   • Get your OpenAI API key from: https://platform.openai.com
   • Get your E2B API key from: https://e2b.dev/docs/legacy/getting-started/api-key

📱 How to Use

1. Start the Application

   streamlit run main.py

2. Set Up Your Keys

   • Enter your API keys in the sidebar
   • Select your preferred AI model

3. Upload Your Data

   • Click the upload button
   • Select any CSV file from your computer

4. Start Analyzing!

   • Type your questions in plain English
   • Click "Analyze" to get instant visualizations and insights
   • Ask follow-up questions to explore further

📝 Example Questions You Can Ask:

• "Show me the trend of sales over the last 6 months"
• "What's the distribution of customer ages?"
• "Compare revenue across different product categories"
• "Create a pie chart of market share by region"

🔧 Technical Details

Dependencies

• Streamlit: For the web interface
• Pandas: For data handling
• Matplotlib: For creating visualizations
• OpenAI: For AI capabilities
• E2B: For secure code execution

🚀 Future Improvements

We're constantly working to make this tool even better! Planned improvements include:

• 📊 Support for more file formats (Excel, JSON, etc.)
• 🎨 Additional visualization types
• 🌐 Support for multiple languages
• 💾 Save and export functionality

🤝 Need Help?

• 🐛 Found a bug? Open an issue
• 💡 Have suggestions? We'd love to hear them!

📜 License

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

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Made with ❤️ by a passionate AI engineer for data enthusiasts everywhere!