exploratory-data-analysis

SKILL.md

Exploratory Data Analysis

Overview

Perform comprehensive exploratory data analysis (EDA) on scientific data files across multiple domains. This skill provides automated file type detection, format-specific analysis, data quality assessment, and generates detailed markdown reports suitable for documentation and downstream analysis planning.

Key Capabilities:

Automatic detection and analysis of 200+ scientific file formats

Comprehensive format-specific metadata extraction

Data quality and integrity assessment

Statistical summaries and distributions

Visualization recommendations

Downstream analysis suggestions

Markdown report generation

When to Use This Skill