Is it common to get large pimples on your scalp that are really painful around the time of period?

While scalp pimples can occur, they are not typically large and painful as you described. It's more common for people to experience hormonal acne on the face, chest, and back during their period. It's important to consult with a dermatologist to determine the exact nature and cause of any skin concerns you may be experiencing.