metadata

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

Upload your CSV file
Enter your Gemini API key
Click "Generate Story" for AI insights
Explore data profiling and visualizations
Get actionable recommendations

🎥 Demo Video

[Demo Video on Youtube - Watch Here!]

🔑 API Key Setup

Get your free Gemini API key from Google AI Studio

🏆 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