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Visualization dashboards are widely used interactive tools, but a disconnect exists between the dynamic data they display and their static structure. End-users cannot modify the dashboard to answer new questions. We introduce Living Dashboards, whose views are born, wither, revive, and die in response to how they are u...
Penquiry is presented, an in-situ question-and-answer system that bridges the gap between the fluid, spatial nature of pen-based workflows and the discrete, keyboard-heavy requirements of Large Language Models, providing a new blueprint for pen-based, in-situ AI interaction.
Through a series of evaluations, it is shown that ggaction is sufficiently expressive to capture common chart authoring intents and outperforms widely used visualization grammars, including Vega-Lite and ggplot2, in both human and machine interpretability.
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