Pandas

Parallel/distributed computing. Scale pandas/NumPy beyond memory, parallel DataFrames/Arrays, multi-file processing, task graphs, for larger-than-RAM datasets and parallel workflows.

This skill automatically analyzes CSV files when uploaded, generating comprehensive statistical summaries, correlation analysis, and visualizations. It detects data types (sales, financial, customer data) and adapts its analysis accordingly, producing charts like correlation heatmaps, time-series plots, and distribution histograms.