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SKILL.md
Data Exploration
ASecurityProfile and explore datasets to understand their shape, quality, and
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- Added September 9, 2026
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[](https://www.skillsdirectory.com/skills/vamseeachanta-data-exploration)---
name: data-exploration
description: Profile and explore datasets to understand their shape, quality, and
patterns before analysis
type: reference
version: 1.0.0
category: data-analytics
last_updated: 2026-02-03
source: https://github.com/anthropics/knowledge-work-plugins
related_skills:
- sql-queries
- data-validation
- statistical-analysis
capabilities: []
requires: []
tags: []
---
# 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)
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