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Adding subplots repeatedly to a figure in interactive mode can sometimes crash Matplotlib version 2.2.2, in version 2.0.2 everything works. Sometimes it does not crash, but when you resize figure's ...

I suspect the problem is that matplotlib needs constant-length arrays to plot two on the same plot. For each 'tick' of the animate function it will need to know what value to write for that instant.