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Top AI Repos tracks AI repositories on GitHub and answers two different questions about each one: is it moving right now, and would you bet a product on it.
Top AI Repos tracks AI repositories on GitHub and answers two different questions about each one: is it moving right now, and would you bet a product on it.
A Claude Skill that automatically analyzes uploaded CSV files — generating summary statistics, detecting missing data, and creating quick visualizations using Python and pandas.
| Date | Stars |
|---|---|
| 2026-07-31 | 439 |
| 2026-08-06 | 439 |
Today
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<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 and get complete analysis immediately
- **🔍 Data Quality Checks** - Automatically detects and reports missing values
- **📊 Multi-Industry Support** - Adapts to e-commerce, healthcare, finance, operations, surveys, and more
## 📥 Quick Download
<div align="center">
### Get Started in 2 Steps
**1️⃣ Download the Skill**
[](https://github.com/coffeefuelbump/csv-data-summarizer-claude-skill/raw/main/csv-data-summarizer.zip)
**2️⃣ Try the Demo Data**
[](https://github.com/coffeefuelbump/csv-data-summarizer-claude-skill/raw/main/examples/showcase_financial_pl_data.csv)
</div>
---
## 📦 What's Included
```
csv-data-summarizer-claude-skill/
├── SKILL.md # Claude Skill definition
├── analyze.py # Comprehensive analysis engine
├── requirements.txt # Python dependencies
├── examples/
│ └── showcase_financial_pl_data.csv # Demo P&L financial dataset (15 months, 25 metrics)
└── resources/
├── sample.csv # Example dataset
└── README.md # Usage documentation
```
## 🎯 How It Works
1. **Upload** any CSV file to Claude.ai
2. **Skill activates** automatically when CSV is detected
3. **Analysis runs** immediately - inspects data structure and adapts
4. **Results delivered** - Complete analysis with multiple visualizations
No prompting needed. No options to choose. Just instant, comprehensive insights!
## 📥 Installation
### For Claude.ai Users
1. Download the latest release: [`csv-data-summarizer.zip`](https://github.com/coffeefuelbump/csv-data-summarizer-claude-skill/releases)
2. Go to [Claude.ai](https://claude.ai) → Settings → Capabilities → Skills
3. Upload the zip file
4. Enable the skill
5. Done! Upload any CSV and watch it work ✨
### For Developers
```bash
git clone [email protected]:coffeefuelbump/csv-data-summarizer-claude-skill.git
cd csv-data-summarizer-claude-skill
pip install -r requirements.txt
```
## 📊 Sample Dataset Highlights
The Excerpt of 7,337 characters
Read on GitHubWould you bet a product on this? Bounded 0–100 and slow moving.
matched fp:efb9820af6b5961b, llm:description: 'A Claude Skill that automatically analyzes uploaded CSV files — generating summary statistics, detecting missing data, and creating quick visualizations using Python and pandas.' topics: 'claude-skills'
matched fp:efb9820af6b5961b, llm:description: 'A Claude Skill that automatically analyzes uploaded CSV files — generating summary statistics, detecting missing data, and creating quick visualizations using Python and pandas.' topics: 'claude-skills'
matched fp:efb9820af6b5961b, llm:description: 'A Claude Skill that automatically analyzes uploaded CSV files — generating summary statistics, detecting missing data, and creating quick visualizations using Python and pandas.' topics: 'claude-skills'