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Pyplot multiple graph but in different times

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As I’m a “advanced” beginner, I’m not really sure how can be done. I seen more tutorials about multiple graph in the same figure(is it the right expression?) BUT all of them made from “static” data and in once off. I’d like to use in my profession (electronics) along with other libraries, however in my case one graph be created by measurements then the second (then 3rd, then 4th) be created later on by another measurement cycles, so the 1st graph be the “reference” and the others are for comparison to the reference.
What I guess, I need to create a canvas by tkinter and put the pyplot onto this canvas along with certain buttons. I’m a bit confused because in this case I have to have a mixture of static plot (reference) and live animated plot(s). Animated plot(s) because the 2nd (3rd, 4th etc.) curve be recorded step by step in “live” and every curve be recorded in a different run.
I don’t need a snippet just pointing to the right direction how can be done, what libraries I have to apply etc so the theory.
(I’m not native english as can be seen)

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