Hover over point in plot, new plot displays

Is it possible to plot a graph, and on that graph if you were to hover over a point, a new graph would display? The graph that is displayed would be different for each point.

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Yep it is possible though a custom plotly_hover handler. You might want to look at https://plot.ly/javascript/hover-events/ for inspiration.