Is it normal for a girl to have spotting on the first day of her period followed by 2-3 days of normal bleeding if she is not sexually active?

Yes, I always spot first. My doctor said to count the first day of regular bleeding as day one of my period (of course that only matters if you are trying to get pregnant, so you can save that info for later)