Someone who studies very hard or very often. An ironic play on the phrase "party animal," meaning someone who attends parties engages in recreational activities very frequently. I goofed off for the first two years of college, but I turned into a real study animal once I realized I was close to flunking out. You'd have a lot more fun if you weren't such a study animal all the time!