Period question

Is it normal for a lady to miss a period and not be pregnant. I do have irregular cycles but not super far irregular. They range from 32-37 day cycles. My period is current two weeks late negative pregnancy test. Have had stomach cramping and bloating with nausea. I don’t know much about periods not coming being normal or not