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Analyze data by writing and running Python scripts. Can generate sample data, process CSVs, compute statistics, and create charts.
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Based on SOC occupation classification
| name | analyze |
| description | Analyze data by writing and running Python scripts. Can generate sample data, process CSVs, compute statistics, and create charts. |
| use_when | User asks to analyze data, compute statistics, process a dataset, create charts, or do quantitative analysis |
| allowed-tools | Bash(./scripts/*), Bash(python3:*), Bash(pip:*), Read, Write |
Run data analysis using Python scripts and the helper tools in scripts/.
./scripts/csv-stats.sh <file> for quick CSV overview if applicable./scripts/chart.py or write matplotlib codeanalysis.md./scripts/csv-stats.sh <file> โ Quick row count, column names, basic stats./scripts/chart.py <csv> <x-col> <y-col> <output.png> โ Generate a chartpip install if needed (pandas, matplotlib, numpy)