Once you exceed about 15 MPH aero drag exceeds everything else all other drag sources combined. As your speed increases beyond 15 MPH the difference becomes progressively greater. If your objective is to ride significantly faster you need to work on your aero position on the bicycle and, of course, the motor.
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My greatest fear is all of my kids standing around my coffin and talking about "how sensible" dad was.