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data-explore-data

Official

Understand your data's shape and quality.

Data & Analytics#data quality#data exploration#data profiling#data understanding#dataset analysis#statistical summary
Authorfrumu-ai
Version1.0.0
Installs0

System Documentation

What problem does it solve?

This Skill helps you quickly understand the characteristics, quality, and potential issues within a dataset before performing in-depth analysis.

Core Features & Use Cases

  • Comprehensive Data Profiling: Generates detailed table-level and column-level metrics.
  • Data Quality Assessment: Identifies potential issues like high null rates, suspicious values, and cardinality surprises.
  • Exploration Recommendations: Suggests relevant dimensions, metrics, and follow-up analyses.
  • Use Case: Before building a sales forecast model, use this Skill to profile the sales_transactions table to understand its structure, identify missing values in key columns, and discover potential date columns for trend analysis.

Quick Start

Explore the 'customer_orders' table to understand its structure and quality.

Dependency Matrix

Required Modules

None required

Components

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: data-explore-data
Download link: https://github.com/frumu-ai/tandem/archive/main.zip#data-explore-data

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