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| title: AutoEDA | |
| emoji: 🚀 | |
| colorFrom: blue | |
| colorTo: purple | |
| sdk: gradio | |
| sdk_version: 5.33.0 | |
| app_file: app.py | |
| pinned: true | |
| tags: | |
| - agent-demo-track | |
| - hackathon | |
| - gemini | |
| - data-analysis | |
| short_description: Upload your CSV file and get instant AI-powered data insight | |
| # 🚀 AI Data Explorer with Gemini | |
| **Track 3: Agentic Demo Showcase** | |
| ## 🎯 Hackathon Submission | |
| This is my submission for the **Agents-MCP-Hackathon** in **Track 3: Agentic Demo Showcase**. | |
| ## 📖 Overview | |
| AI Data Explorer is an intelligent data analysis application that uses Google's Gemini AI to automatically understand, analyze, and tell stories about your datasets. Simply upload a CSV file and get instant AI-powered insights! | |
| ## ✨ Features | |
| - 🤖 **AI-Powered Storytelling**: Gemini AI analyzes your data and creates engaging narratives | |
| - 📊 **Automated Data Profiling**: Comprehensive statistical analysis and data quality assessment | |
| - 🎨 **Smart Visualizations**: Automatic chart generation based on data characteristics | |
| - 🔍 **Missing Data Analysis**: Detailed missing value patterns and recommendations | |
| - 📈 **Correlation Discovery**: Automatic identification of relationships between variables | |
| - 🎯 **Data Quality Scoring**: Instant assessment of dataset completeness | |
| ## 🛠️ Technology Stack | |
| - **Frontend**: Gradio 5.0 | |
| - **AI Engine**: Google Gemini 1.5 Flash | |
| - **Data Processing**: Pandas, NumPy | |
| - **Visualizations**: Plotly, Seaborn | |
| - **Statistics**: SciPy | |
| ## 🎯 Use Cases | |
| - **Business Analysts**: Quick dataset understanding and insights | |
| - **Data Scientists**: Rapid EDA (Exploratory Data Analysis) | |
| - **Students**: Learning data analysis through AI explanations | |
| - **Researchers**: Fast dataset characterization | |
| ## 🚀 How to Use | |
| 1. Upload your CSV file | |
| 2. Enter your Gemini API key | |
| 3. Click "Generate Story" for AI insights | |
| 4. Explore data profiling and visualizations | |
| 5. Get actionable recommendations | |
| ## 🎥 Demo Video | |
| [[Demo Video on Youtube - Watch Here!] | |
| ](https://www.youtube.com/watch?v=ADUeqIezhnk&feature=youtu.be) | |
| ## 🔑 API Key Setup | |
| Get your free Gemini API key from [Google AI Studio](https://aistudio.google.com/) | |
| ## 🏆 Hackathon Submission | |
| This project was created for the Gradio + Hugging Face Agent Hackathon 2025, demonstrating the power of AI agents in automated data analysis and storytelling. | |
| --- | |
| *Built with ❤️ using Gradio and Gemini AI* |