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I need to construct an interactive clustering plot. Ideally as the user zooms in the clusters would split-up into smaller clusters at certain zoom levels.

I am planning to have several discrete levels of clustering, and the plot would visualise each depending on the zoom-level the user is at.

I'm not that sure how to approach this. Are there any python packages that can help?

Any advice appreciated.

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  • $\begingroup$ Interested in a non-Python answer? $\endgroup$ Commented Sep 23, 2021 at 21:05

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I sorted this using a Jupyter package called ipyleaflet, which is a python plugin to the javascript mapping library leaflet.

You can add/remove layers from the map while the widget is running, which is exactly what I needed.

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    $\begingroup$ It would be great if you can also give a sample example. $\endgroup$ Commented Sep 25, 2021 at 10:17

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