Bokeh: Synchronizing hover tooltips in linked plots

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I have two linked plots. When hovering, I would like to have a tooltip appear in both plots. I already use the linked selection with great success, but now I want to link the tooltips also.

Below is an example. The tooltip appears in the left plot. It would be great if I can have the corresponding tooltip appear in the right plot. The corresponding data point is the data point with the same ID. (There is a shared 3D column data source; each plot takes a different 2D view).

enter image description here

Ps. I'll improve the text in the tooltip.

Update

Ended up with something like:

enter image description here

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