Jupyter Scatter is a scalable, interactive, and interlinked scatterplot widget for exploring datasets in Jupyter Notebook/Lab, Colab, and VS Code. Its goal is to simplify the visual exploration, analysis, and comparison of large-scale bivariate datasets. Jupyter Scatter can render up to twenty million points, supports fast point selections, integrates with Pandas DataFrame and Matplotlib, uses perceptually-effective default settings, and offers a user-friendly API.
翻译:Jupyter Scatter 是一个可扩展、交互式且支持联动操作的散点图组件,用于在 Jupyter Notebook/Lab、Colab 和 VS Code 中探索数据集。其目标是简化大规模双变量数据集的可视化探索、分析与比较。Jupyter Scatter 能够渲染多达两千万个数据点,支持快速点选操作,与 Pandas DataFrame 和 Matplotlib 无缝集成,采用感知有效的默认设置,并提供用户友好的 API。