Data Visualization

In this tutorial, we discover the superior visualization capabilities of the XY Python library by constructing interactive, scalable, and extensible charts. We start with XY’s composition mannequin, the place we mix a number of marks, twin axes, annotations, tooltips, legends, themes, and interactive controls inside a single chart declaration. We then work with Pandas DataFrames,…

In this tutorial, we build an end-to-end cognitive complexity analysis workflow using complexipy. We start by measuring complexity directly from raw code strings, then scale the same analysis to individual files and an entire project directory. Along the way, we generate machine-readable reports, normalize them into structured DataFrames, and visualize complexity distributions to understand how…