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Data Analysis Skill

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Explore, summarize, and visualize data.

Data & Analytics#summarization#python#data analysis#visualization#exploration#r
Authorjhelvy
Version1.0.0
Installs0

System Documentation

What problem does it solve?

This Skill helps users understand and derive insights from tabular data by automating exploration, summarization, and visualization tasks.

Core Features & Use Cases

  • Data Exploration: Automatically inspects data dimensions, column types, and missing values.
  • Summarization: Provides plain-English summaries of data characteristics and findings.
  • Visualization: Generates plots (e.g., box plots) for data visualization.
  • Modeling Guidance: Asks for confirmation before proceeding with data modeling.
  • Use Case: Analyze a CSV file containing customer demographics and purchase history to identify key trends and visualize spending patterns by age group.

Quick Start

Use the data analysis skill to explore the attached file 'customer_data.csv'.

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: Data Analysis Skill
Download link: https://github.com/jhelvy/dotfiles/archive/main.zip#data-analysis-skill

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