How to make to take data from "https://console.particle.io/events" to my website

You don't need to take the data from the console, but you can subscribe to the server sent events directly.
You may want to look at the JS SDK provided by Particle.

Particularly this section
https://docs.particle.io/reference/javascript/#get-event-stream

For some background on this have a read here

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