exploring-data

Generate interactive HTML exploratory data analysis reports from datasets.

137|7|Updated Oct 17, 2025

Search Tags:#data quality #insights #data analysis #profiling #visualization #statistics #eda

One-click install

npx skills add https://github.com/oaustegard/claude-skills --skill exploring-data

Or copy as Structured Prompt for Agent▼

Please help me install this Agent Skill.
Skill: exploring-data
Source: https://github.com/oaustegard/claude-skills/tree/main/exploring-data
Command: npx skills add https://github.com/oaustegard/claude-skills --skill exploring-data

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill requires ydata-profiling, setuptools, and includes scripts (resource) and references (resource) components.

What problem does it solve?

This Skill eliminates the guesswork in data analysis by automatically generating comprehensive exploratory data analysis reports, saving you hours of manual investigation.

Core Features & Use Cases

Automated Data Profiling: Generate interactive HTML reports with statistics, visualizations, and quality alerts.
Smart Analysis Modes: Choose between minimal (5-10s) for quick insights or full (10-20s) for deep analysis.
Use Case: Imagine you receive a new customer dataset. Use this Skill to instantly identify data quality issues, discover patterns, and understand variable relationships.

Quick Start

Use the exploring-data skill to analyze the attached file 'customer_data.csv' and generate an interactive report.