distribution-profiler
OfficialProfile data distributions to guide correct tests.
Data & Analytics#diagnostics#statistics#distribution#ab-testing#data-profiling#test-selection#normality
Authorai-analyst-lab
Version1.0.0
Installs0
System Documentation
What problem does it solve?
Profile the distribution of numeric data to prevent wrong test selections and to guide robust analytics, providing actionable diagnostics and an A/B testing playbook.
Core Features & Use Cases
- Identify the distribution of a numeric column (continuous or count) and surface summary statistics.
- Recommend appropriate statistical tests and transformations, with explicit caveats for skew, zero-inflation, and multimodality.
- Produce a structured diagnostic report and an accompanying 4-panel visualization to inform analysis workflows.
Quick Start
Ask me to profile the distribution of a numeric column to start the analysis.
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: distribution-profiler Download link: https://github.com/ai-analyst-lab/ai-analyst-plus/archive/main.zip#distribution-profiler 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 510,000+ vetted skills library on demand.