data-quality-auditor
CommunityEnsure data integrity and reliability.
Authordkyazzentwatwa
Version1.0.0
Installs0
System Documentation
What problem does it solve?
This Skill addresses the critical need for reliable data by providing automated checks for common data quality issues, preventing errors in analysis and operations.
Core Features & Use Cases
- Comprehensive Auditing: Detects missing values, duplicates, type inconsistencies, and pattern violations.
- Quality Scoring: Generates an overall score and component scores for completeness, uniqueness, validity, and consistency.
- Use Case: Before importing a new dataset into a data warehouse, use this Skill to automatically validate its quality, identify problematic columns, and receive actionable recommendations for cleaning.
Quick Start
Use the data-quality-auditor skill to audit the attached file 'customer_data.csv'.
Dependency Matrix
Required Modules
pandasnumpy
Components
scriptsreferences
💻 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-quality-auditor Download link: https://github.com/dkyazzentwatwa/chatgpt-skills/archive/main.zip#data-quality-auditor Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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