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describe-data

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Describe data quickly with a structured report.

Data & Analytics#documentation#profiling#notebook#data-dictionary#crisp-dm#surface-statistics
Authorthbraet
Version1.0.0
Installs0

System Documentation

What problem does it solve?

DescribeData profiles each acquired dataset to produce a comprehensive data dictionary, surface statistics, and initial observations, enabling faster data understanding and preparation.

Core Features & Use Cases

  • Automatically generate a data dictionary with field names, types, descriptions, and business meanings
  • Produce surface statistics (row counts, nulls, unique values, value distributions) and an initial set of observations
  • Integrate with CRISP-DM 2.2 workflows and deliver artifacts (notebook and summary document) for downstream exploration

Quick Start

Profile a dataset located at data/raw/sales.csv to generate the 2.2 data description artifacts.

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: describe-data
Download link: https://github.com/thbraet/claude-template/archive/main.zip#describe-data

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