LLM Auto EDA

LLM Auto EDA is an intelligent automated exploratory data analysis tool powered by Large Language Models, providing in-depth insights and visualizations for your datasets.

🎥 Demo

Watch Demo Video

✨ Features

• 🤖 LLM-powered automated data analysis
• 📊 Advanced data visualization
• 📈 Comprehensive statistical analysis
• 💡 Intelligent data insights
• 📝 Customizable HTML reports
• 🔄 Automated data preprocessing

🚀 Installation

pip install llm-auto-eda

🎯 Quick Start

from llm_auto_eda.main import AutoEDA
import pandas as pd

df = pd.read_csv("your_data_path.csv")

eda = AutoEDA(api_key="your_api_key")

report = eda.analyze(
    df, 
    domain="your_data_domain", 
    output_file="example_analysis.html"
)

🛠️ Advanced Features

• Domain Customization: Tailored analysis for different data domains
• Custom Column Selection: Exclude unwanted columns
• Interactive Reporting: Customizable HTML reports
• LLM-Powered Insights: LLM-based data interpretation

📫 Contact

• GitHub: https://github.com/enesmanan
• Email: enesmanan768@gmail.com