Hovertool on selected multiple data point

Hello, I’m trying to visualize 2d molecular image and its property with Bokeh.
To best of my knowledge, hovertool can only apply to one data point.
But what I want to do is, select(by clicking) few data point and compare their image and property.
How should I do this?

It’s example of what I’ve done.
The Valence Kjell - Interactive molecular content
If I move my mouse cursor to data point, I can see corresponding image and property.
But I want to choose multiple data point and I want to see corresponding image and property of selected data point.

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