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I came across this map that shows clusters but when you zoom in, the they split into points reflecting categorical data.

How do I replicate this on cartodb?

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In order to do that you would need to use CARTO.js and the CARTO SQL API. Here you can find an example that aggregates and displays data according to a category.

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