How to compare two data sets in order to find hidden information and differentiate between them

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Hi! I have two data sets very similar displayed in Fig1 and Fig2.
Is there any way to differentiate between the two data sets that is not based on the number of spikes, amplitude or length of the data sets?
An analysis method that will allow me to find out another information that is not visible in the graphs?

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