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explore-data

Official

Understand your data's shape and quality.

Data & Analytics#data quality#data analysis#sql#statistics#data profiling#dataset exploration
Authoranthropics
Version1.0.0
Installs0

System Documentation

What problem does it solve?

This Skill helps you quickly understand the structure, quality, and patterns within a new dataset, whether it's a database table or a file, before you start any in-depth analysis.

Core Features & Use Cases

  • Data Profiling: Generates comprehensive statistics for tables and files, including row/column counts, data types, null rates, and distinct value counts.
  • Quality Assessment: Identifies potential data quality issues like high null rates, suspicious values, and inconsistencies.
  • Pattern Discovery: Suggests relationships, hierarchies, and potential join keys.
  • Use Case: When presented with a new sales database table, use this Skill to get an immediate overview of its columns, identify any missing customer IDs, and understand the distribution of sales amounts.

Quick Start

Use the explore-data skill to profile the table named 'customer_orders'.

Dependency Matrix

Required Modules

None required

Components

references

💻 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: explore-data
Download link: https://github.com/anthropics/knowledge-work-plugins/archive/main.zip#explore-data

Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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