data-eda
CommunityAuto-EDA for scientific data across 200+ formats.
System Documentation
What problem does it solve?
Perform comprehensive exploratory data analysis on scientific data files across 200+ file formats. This skill should be used when analyzing any scientific data file to understand its structure, content, quality, and characteristics. Automatically detects file type and generates detailed markdown reports with format-specific analysis, quality metrics, and downstream analysis recommendations. Covers chemistry, bioinformatics, microscopy, spectroscopy, proteomics, metabolomics, and general scientific data formats.
Core Features & Use Cases
- Automatic file-type detection and format-specific metadata extraction
- Comprehensive data quality assessment and markdown report generation
- Supports 200+ scientific file formats across chemistry, biology, imaging, spectroscopy, and omics
- Downstream analysis guidance and recommendations based on detected formats
Quick Start
Run the EDA workflow on a target scientific data file to generate a detailed Markdown report.
Dependency Matrix
Required Modules
Components
💻 Claude Code Installation
Recommended: Let Claude install automatically. Simply copy and paste the text below to Claude Code.
Please help me install this Skill: Name: data-eda Download link: https://github.com/ManfronEnrico/thesis-manifold/archive/main.zip#data-eda Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
Agent Skills Search Helper
Install a tiny helper to your Agent, search and equip skill from 471,000+ vetted skills library on demand.