Yes there is a relationship between where earthquakes occur and where plate boundaries are located.
A lot of earthquakes occur around the boundaries around the tectonic plates because that is where much faults are located.
As the plates move, the faults would start to occur due to strain and stress that happen because of the movements. Due to the movement, plates would grind together, and with time pressure builds up.
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