Claude Skill

coffeefuelbump/csv-data-summarizer-claude-skill

A Claude Skill for automatic CSV file analysis. Generates statistics, detects missing data, and creates visualizations using Python and pandas. Streamline your data exploration workflow.

Overview

Stars418
Forks57
LanguagePython
Last pushed2025-10-16
Last synced2026-07-03
View on GitHub

Repository

Ownercoffeefuelbump
Repositorycsv-data-summarizer-claude-skill
Full namecoffeefuelbump/csv-data-summarizer-claude-skill
Repo ID1,077,816,712

Install this Skill

git clone git@github.com:coffeefuelbump/csv-data-summarizer-claude-skill.git

Registry

Typeopenclaw_skill
Quality score75/100
Verificationreadme_parsed
Last verified2026-06-12
Platforms
Claude
Capabilities
code-reviewpdfimageclaude-skills
Detected files
README.mdSKILL.mdexamplesrequirements.txt
Install methods
  • git clone git@github.com:coffeefuelbump/csv-data-summarizer-claude-skill.git
  • pip install -r requirements.txt

Summary

A Claude Skill that automatically analyzes uploaded CSV files, generating summary statistics, detecting missing data, and creating quick visualizations using Python and pandas.

Chinese description

一个Claude Skill,可自动分析上传的CSV文件——使用Python和pandas生成汇总统计、检测缺失数据并创建快速可视化图表。

Key features

  • Automatic CSV file analysis
  • Generates summary statistics
  • Detects missing data
  • Creates quick visualizations
  • Built with Python and pandas

Use cases

  • Data exploration and profiling
  • Data quality assessment
  • Quick data visualization
  • CSV file analysis automation
  • Statistical summary generation

README excerpt

<div align="center"> [![Join AI Community](https://img.shields.io/badge/🚀_Join-AI_Community_(FREE)-4F46E5?style=for-the-badge)](https://www.skool.com/ai-for-your-business) [![GitHub Profile](https://img.shields.io/badge/GitHub-@coffeefuelbump-181717?style=for-the-badge&logo=github)](https://github.com/coffeefuelbump) [![Link Tree](https://img.shields.io/badge/Linktree-Everything-green?style=for-the-badge&logo=linktree&logoColor=white)](https://linktr.ee/corbin_brown) [![YouTube Membership](https://img.shields.io/badge/YouTube-Become%20a%20Builder-red?style=for-the-badge&logo=youtube&logoColor=white)](https://www.youtube.com/channel/UCJFMlSxcvlZg5yZUYJT0Pug/join) </div> --- # 📊 CSV Data Summarizer - Claude Skill A powerful Claude Skill that automatically analyzes CSV files and generates comprehensive insights with visualizations. Upload any CSV and get instant, intelligent analysis without being asked what you want! <div align="center"> [![Version](https://img.shields.io/badge/version-2.1.0-blue.svg)](https://github.com/coffeefuelbump/csv-data-summarizer-claude-skill) [![Python](https://img.shields.io/badge/python-3.8+-green.svg)](https://www.python.org/) [![License](https://img.shields.io/badge/license-MIT-orange.svg)](LICENSE) </div> ## 🚀 Features - **🤖 Intelligent & Adaptive** - Automatically detects data type (sales, customer, financial, survey, etc.) and applies relevant analysis - **📈 Comprehensive Analysis** - Generates statistics, correlations, distributions, and trends - **🎨 Auto Visualizations** - Creates multiple charts based on what's in your data: - Time-series plots for date-based data - Correlation heatmaps for numeric relationships - Distribution histograms - Categorical breakdowns - **⚡ Proactive** - No questions asked! Just upload CSV

Topics

Explore more

Data from GitHub. Synced on 2026-07-03