I have actually been studying and using statistics a lot in my career, but I still struggle with finding a simply way to explain what exactly is p-value.
the simplest way I could think of putting it is: the chances that your result came about because of luck. Therefore, smaller p-value means smaller chance that you just happened to get lucky. or unlucky depending on which way you see it.
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