Pandas skills

Dask

k-dense-ai

Scale your data processing beyond memory limits.

P

Pandas Pro

jeffallan

Streamline your pandas DataFrame operations for better performance.

Detecting Shadow IT Cloud Usage

mukul975

Identify unauthorized cloud service usage in your organization.

Statistical visualization with pandas integration. Use for quick exploration of distributions, relationships, and categorical comparisons with attractive defaults. Best for box plots, violin plots, pair plots, heatmaps. Built on matplotlib. For interactive plots use plotly; for publication styling use scientific-visualization.

Analyze Excel spreadsheets, create pivot tables, generate charts, and perform data analysis. Use when analyzing Excel files, spreadsheets, tabular data, or .xlsx files.

Use when tasks involve creating, editing, analyzing, or formatting spreadsheets (`.xlsx`, `.csv`, `.tsv`) using Python (`openpyxl`, `pandas`), especially when formulas, references, and formatting need to be preserved and verified.