---
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*