I carry pepper spray with me everyday! Even before becoming pregnant..
I see nothing wrong with that, just check your local laws and college guidelines to make sure you aren't susceptible to any penalties for having it.... I am the same way you are though, I live in a really good area, but when I go running/jogging through the woods I always have a knife on me... As a female being alone it's normal to want to protect yourself.