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Best way to compare 2 sources of traffic and their Adsense earnings

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I'm looking for the best way to compare two sources of traffic and their respective Adsense earnings. They appear to have roughly the same pageviews, pages per session, demographics (city, gender, etc., desktop to mobile percentage). 


So what I'm wondering is what is the best way to identify why they earn vastly different on Adsense while on the surface the top level metrics appear to have them look very similar in behavior.


Thanks in advance for the help.


- Jake