# Data Exploration

> Profile and explore datasets to understand their shape, quality, and patterns before analysis

- Skill: `vamseeachanta/data-exploration` (Agent Skill)
- Install (CLI): `npx skillmds@latest add vamseeachanta/data-exploration`
- Raw SKILL.md: https://api.skillmd.com/api/skills/vamseeachanta/data-exploration/raw
- Safety review: pending
- Works with: Claude Code, Claude.ai, OpenAI Codex
- Category: Data & Analytics
- Author: vamseeachanta (https://skillmd.com/u/vamseeachanta)
- Updated: 2026-09-17
- Page: https://skillmd.com/skills/vamseeachanta/data-exploration

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# Data Exploration

## Sub-Skills

- [Phase 1: Structural Understanding (+2)](phase-1-structural-understanding/SKILL.md)
- [Completeness Score (+3)](completeness-score/SKILL.md)
- [Distribution Analysis (+3)](distribution-analysis/SKILL.md)
- [Schema Documentation Template](schema-documentation-template/SKILL.md)
- [Key Columns (+5)](key-columns/SKILL.md)