dataset-profiling-quality-audit
OfficialProfile data quality and surface cleaning plans.
Authoranthril
Version1.0.0
Installs0
System Documentation
What problem does it solve?
Profile datasets and audit data quality across six dimensions, producing prioritised cleaning recommendations to help teams trust their analytics.
Core Features & Use Cases
- Comprehensive quality profiling across completeness, validity, consistency, uniqueness, timeliness, and accuracy.
- Generates prioritised, actionable cleaning plans with concrete techniques, code snippets (Python/SQL), and risk assessments.
- Suitable for CRM exports, marketing data, and operational datasets, enabling faster remediation and safer downstream analyses.
Quick Start
Describe your dataset or provide a sample, and Claude will generate the full quality audit and cleaning plan.
Dependency Matrix
Required Modules
None requiredComponents
scripts
💻 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: dataset-profiling-quality-audit Download link: https://github.com/anthril/official-claude-plugins/archive/main.zip#dataset-profiling-quality-audit Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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