Python and R programming for data analysis, automation, and reproducible analytics
Writes Python and R code for data analysis, manipulation, and automation. Use when you need to process data with pandas, dplyr, or create reproducible analytics workflows.
/plugin marketplace add pluginagentmarketplace/custom-plugin-data-analyst/plugin install data-analyst-roadmap@pluginagentmarketplace-data-analystThis skill inherits all available tools. When active, it can use any tool Claude has access to.
assets/programming_config.yamlpandas-numpy.mdpython-basics.mdr-programming.mdreferences/PROGRAMMING_GUIDE.mdscripts/pandas_profiler.pyMaster Python and R programming for data analysis, from basic syntax to advanced data manipulation and automation.
| Error Type | Cause | Recovery |
|---|---|---|
| ImportError | Missing package | pip/conda install package |
| SyntaxError | Invalid code | Check syntax, use linter |
| MemoryError | Data too large | Use chunking or dask |
| TypeError | Wrong data type | Explicit type conversion |
| FileNotFoundError | Missing file | Verify path, check permissions |
Use when working with Payload CMS projects (payload.config.ts, collections, fields, hooks, access control, Payload API). Use when debugging validation errors, security issues, relationship queries, transactions, or hook behavior.
Creating algorithmic art using p5.js with seeded randomness and interactive parameter exploration. Use this when users request creating art using code, generative art, algorithmic art, flow fields, or particle systems. Create original algorithmic art rather than copying existing artists' work to avoid copyright violations.