Complex data analysis inherently seeks unexpected insights through
exploratory \re{visual analysis} methods, transcending logical, step-by-step
processing. However, \re{existing interfaces such as notebooks and dashboards
have limitations in exploration and comparison for visual data analysis}.
Addressing these limitations, we introduce a "design-like" intelligent canvas
environment integrating generative AI into data analysis, offering rapid
prototyping, iteration, and comparative visualization management. Our dual
contributions include the integration of generative AI components into a canvas
interface, and empirical findings from a user study (N=10) evaluating the
effectiveness of the canvas interface.

我们介绍了一种将生成性人工智能组件集成到画布界面的智能画布环境，通过提供快速原型设计、迭代和比较可视化管理，解决了现有界面在可视数据分析中探索和比较方面的限制。我们的研究通过一个用户研究（N=10）从实践中获得的经验结果，实证了画布界面的有效性。