DataEye

DataEye is an intelligent Python library that automatically analyzes tabular data using a large language model (LLM). It scans your dataset, extracts column information, and generates insightful interpretations.

Features

• Reads CSV and Excel files from a directory
• Extracts column names and first three rows for quick analysis
• Uses an LLM (e.g., GPT-4) to generate insights about the data
• Saves analysis results in JSON or HTML format

Installation

pip install dataeye

Usage

import dataeye as eye

eye.see("path/to/data_folder")

This will generate a structured analysis of all tabular files in the specified folder.

Output Options

• JSON: Stores insights in a machine-readable format
• HTML: Generates a human-friendly report for easy visualization

Author

Developed by Suat ATAN.

TODO

• [] Analytic Related cols
• [] Possible analyics
• [] FK discovery
• [] LLM integration
• [] Column names quality
• [] missno and quality check
• [] Token limit

License

MIT License