Interactive Visualization Design for Calling Context Trees in Jupyter Notebooks: A Hybrid Scripting Workflow

Integrating interactive visualization and scripting in notebook environments, specifically for analyzing calling context trees in performance analysis, requires careful consideration of task specificity and frequency to leverage the strengths of both interaction modes.