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Jupyter Visualization Backend Decision: Inline vs Widget for Interactive Analysis
Choose between %matplotlib inline and %matplotlib widget for Jupyter analysis. Compare output type, interactivity, portability and memory impact, then validate backend with IPython magics and safe rollback steps.