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!
FAQ
csv-data-summarizer-claude-skill is a Claude Code plugin with 1 hand-picked skill for data work, indexed on Flowy. Install it with the command on its page. It includes csv-data-summarizer-claude-skill. Its skills do not fire on their own yet. Request auto-invocation to have Flowy route them as you prompt. Free and open source.
$ npx -y skills add coffeefuelbump/csv-data-summarizer-claude-skill --agent claude-code
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!
csv-data-summarizer-claude-skill/
โโโ SKILL.md # Claude Skill definition
โโโ analyze.py # Comprehensive analysis engine
โโโ requirements.txt # Python dependencies
โโโ examples/
โ โโโ showcase_financial_pl_data.csv # Demo P&L financial dataset (15 months, 25 metrics)
โโโ resources/
โโโ sample.csv # Example dataset
โโโ README.md # Usage documentation
No prompting needed. No options to choose. Just instant, comprehensive insights!
csv-data-summarizer.zipgit clone git@github.com:coffeefuelbump/csv-data-summarizer-claude-skill.git
cd csv-data-summarizer-claude-skill
pip install -r requirements.txt
The included demo CSV contains 15 months of P&L data with:
Dependencies:
Visualizations Generated:
============================================================
๐ DATA OVERVIEW
============================================================
Rows: 100 | Columns: 15
๐ DATA TYPES:
โข order_date: object
โข total_revenue: float64
โข customer_segment: object
...
๐ DATA QUALITY:
โ No missing values - dataset is complete!
๐ NUMERICAL ANALYSIS:
[Summary statistics for all numeric columns]
๐ CORRELATIONS:
[Correlation matrix showing relationships]
๐
TIME SERIES ANALYSIS:
Date range: 2024-01-05 to 2024-04-11
Span: 97 days
๐ VISUALIZATIONS CREATED:
โ correlation_heatmap.png
โ time_series_analysis.png
โ distributions.png
โ categorical_distributions.png
Contributions are welcome! Feel free to:
MIT License - feel free to use this skill for personal or commercial projects!
Built for the Claude Skills platform by Anthropic.
Made with โค๏ธ for the AI community
โญ Star this repo if you find it useful!
.gitignore analyze.py csv-data-summarizer.zip examples/ showcase_financial_pl_data.csv README.md requirements.txt resources/ README.md sample.csv SKILL.md
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