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clean-data

Official

Guided profiling and cleaning for clinical data.

Data & Analytics#profiling#reproducibility#data-quality#data-cleaning#clinical-data
AuthorAperivue
Version1.0.0
Installs0

System Documentation

What problem does it solve?

Profile clinical datasets to identify quality gaps and generate clean-data workflows.

Core Features & Use Cases

  • Three-stage interactive workflow (profile, flag, code-generation) with researcher approval at each step
  • Generate profiling reports, flag tables, and reproducible cleaning scripts without applying changes automatically
  • De-identification guidance and templates to support privacy-preserving data processing

Quick Start

Upload your dataset and run the profiling tool to produce a data profile, review flagged issues, and generate cleaning scripts for approved actions.

Dependency Matrix

Required Modules

None required

Components

references

💻 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: clean-data
Download link: https://github.com/Aperivue/medsci-skills/archive/main.zip#clean-data

Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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