exploratory-data-analysis - Analyze scientific data files and generate EDA reports
Performs format-aware exploratory analysis on scientific data, assesses quality, summarizes characteristics, and generates a detailed Markdown report.
Tags
Updated: 2026-09-29Capabilities
Typical Inputs
Typical Outputs
What this skill does
- Detect scientific file formats
- Extract format-specific metadata
- Assess data quality
- Calculate statistical summaries
- Recommend visualizations
- Suggest downstream analyses
- Generate Markdown reports
Inputs
- Scientific data file path
- Format reference files
- Report template
Outputs
- Markdown EDA report
- Data quality metrics
- Statistical summaries
- Analysis recommendations
Requirements
- Python runtime
- Relevant format-specific Python libraries