Which comes first of low blood pressure and high pulse rate?

Either . Frequently a high pulse rate is compensatory for low bllod pressure to maintain cardiac output, howver a high pulse rate can cause low blood pressure as the heart is unable to adequately fill with blood in diastole(period when the heart is relaxing).