coffeefuelbump/csv-data-summarizer-claude-skill

Registry 信息

项目简介

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。

要点

• 自动分析CSV文件
• 生成汇总统计数据
• 检测缺失数据
• 创建快速可视化图表
• 基于Python和pandas构建

使用场景

• 数据探索与特征分析
• 数据质量评估
• 快速数据可视化
• CSV文件分析自动化
• 统计摘要生成

README 摘要

<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

话题