Self defense products such as pepper spray are purchased mostly by women. The ratio only differs a bit, with women making about 60% of all purchases. In addition many men buy self defense products for their wives and girlfriends. So the total self defense products purchased for women is about 65%.
The most powerful reason for women to make more purchases of stun guns and pepper sprays is the problem of sexual attack.