Jupyter Lab in AWS SageMaker | Interactive Visualizations | Unable to display Tool Tip when Hover over Data Points

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Followed this article which guides with example code for building scatter plot with Annotations. This worked like a charm in Jupyter Notebook.

When Tried the same code in Jupyter Lab unable to run it with the following error:

ImportError: libGl.so.1: cannot open shared object file: No such file or directory

Upon researching a bit, understood that from Generative AI's response that PyQt5 isn't directly compatible with running within JupyterLab because JupyterLab primarily focuses on web-based interactive computing, and PyQt5 is designed for desktop GUI applications. "

Can someone help here, is there a way we can generate Interactive visualizations with tool tips displayed when hovered over the data points.

Generate Interactive visualizations with tool tips displayed when hovered over the data points.

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