CSV Data Summarizer
Automatically analyzes CSV files and generates comprehensive insights with visualizations without requiring user prompts.
Automatically analyzes CSV files and generates comprehensive insights with visualizations without requiring user prompts.
Real data. Real impact.
Emerging
Developers
Per week
Open source
Skills give you superpowers. Install in 30 seconds.
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/ āāā SKILL.md # Claude Skill definition āāā analyze.py # Comprehensive analysis engine āāā requirements.txt # Python dependencies āāā examples/ ā āāā showcase_financial_pl_data.csv # Demo P&L financial dataset (15 months, 25 metrics) āāā resources/ āāā sample.csv # Example dataset āāā 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:
=========================================== ## Code Examples ### showcase_financial_pl_data.csv
month,year,quarter,product_line,total_revenue,cost_of_goods_sold,gross_profit,gross_margin_pct,marketing_expense,sales_expense,rd_expense,admin_expense,total_operating_expenses,operating_income,operating_margin_pct,interest_expense,tax_expense,net_income,net_margin_pct,customer_acquisition_cost,customer_lifetime_value,units_sold,avg_selling_price,headcount,revenue_per_employee Jan,2023,Q1,SaaS Platform,450000,135000,315000,70.0,65000,85000,45000,35000,230000,85000,18.9,5000,16000,64000,14.2,125,2400,1200,375,45,10000 Jan,2023,Q1,Enterprise Solutions,280000,112000,168000,60.0,35000,55000,25000,20000,135000,33000,11.8,3000,6600,23400,8.4,450,8500,450,622,45,6222 Jan,2023,Q1,Professional Services,125000,50000,75000,60.0,15000,22000,8000,12000,57000,18000,14.4,1500,3600,12900,10.3,200,3200,95,1316,45,2778 Feb,2023,Q1,SaaS Platform,475000,142500,332500,70.0,68000,89000,47000,36000,240000,92500,19.5,5200,18500,68800,14.5,120,2500,1300,365,47,10106 Feb,2023,Q1,Enterprise Solutions,295000,1180
Unknown
```
csv-data-summarizer-claude-skill/
āāā SKILL.md # Claude Skill definition
āāā analyze.py # Comprehensive analysis engine
āāā requirements.txt # Python dependencies
āāā examples/
ā āāā showcase_financial_pl_data.csv # Demo P&L financial dataset (15 months, 25 metrics)
āāā resources/
āāā sample.csv # Example dataset
āāā README.md # Usage documentation
```The Claude Code Skills Marketplace
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