I didn't get my periods for about 3 months... why it is so?

Hard to tell without more information. The most likely answer is that you've been dieting too strictly or exercising too much. Or you could be starting menopause. If it's nothing like that, talk to a doctor.

Or of course, that you are pregnant. Is this possible?

Yes you could be pregnant but until you give more detail we can't help