Utilizing Bokeh for Interactive Time Series Visualization and Highlighting Specific Time Ranges

I am working on a time series plot and I want to add a layer that highlights specific ranges using glyphs. Here is an example:

fig.quad(top=[10], bottom=[0], left=[0], right=[100], color="red", fill_alpha = 0.2)

The user should be able to dynamically add or remove these highlighted ranges and adjust the left and right parameters by dragging the borders. The bottom and top parameters are not relevant and should remain as -Inf and Inf, respectively. These adjustments should be saved by the Bokeh server.

While the BoxEditTool tool can work with rectangular glyphs, it lacks the ability to directly edit the left and right parameters. Is there a way to interactively adjust these parameters or perhaps another approach to highlighting specific ranges?

Additionally, I have observed that the BoxEditTool may be slow or unresponsive when used with large time series datasets.

Answer №1

The latest version, 0.13 release of the software includes a newly introduced feature called the RangeTool:

This feature allows users to import numpy and other necessary libraries, create visualizations using Bokeh, and enhance their experience with RangeTool for more precise analysis.

https://i.stack.imgur.com/5JEuZ.gif

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