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
Repository
Install this Skill
git clone git@github.com:coffeefuelbump/csv-data-summarizer-claude-skill.gitRegistry
git clone git@github.com:coffeefuelbump/csv-data-summarizer-claude-skill.gitpip 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.
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"> [-4F46E5?style=for-the-badge)](https://www.skool.com/ai-for-your-business) [](https://github.com/coffeefuelbump) [](https://linktr.ee/corbin_brown) [](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"> [](https://github.com/coffeefuelbump/csv-data-summarizer-claude-skill) [](https://www.python.org/) [](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