analyze-data-quality
OfficialVerify data quality before analysis.
Authoropenai
Version1.0.0
Installs0
System Documentation
What problem does it solve?
Assess data quality and trustworthiness of datasets, tables, files, or dataframes to prevent flawed analyses and decisions.
Core Features & Use Cases
- Quality checks: completeness, uniqueness, validity, and integrity across datasets.
- Contextual diagnostics: identify grain, freshness, null rates, duplicates, schema drift, leakage, and backfills with actionable evidence.
- Operational guidance: provide concrete remediation steps for dashboards, experiments, pipelines, and models.
Quick Start
Run a preflight check on your dataset to identify quality risks and suggested fixes.
Dependency Matrix
Required Modules
None requiredComponents
Standard package💻 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: analyze-data-quality Download link: https://github.com/openai/role-specific-plugins/archive/main.zip#analyze-data-quality Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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