These percentages indicate how many male vs female members cancelled a subscription we offer.
Male Female 22% 13%
Looking at the numbers it might seem like more men cancelled our subscription than females. This is not true however; because we have more men subscribed to our service than women.
Is there a statistic I can use that will allow me to definitively come to a conclusion that more men cancelled than women irrespective of the no.of men or women we have in our system. So, basically is there a statistic that ignores the underlying population of men and women? It is currently not being ignored because I am calculating this percentage by dividing the no.of cancelled men by the total no.of men.