The Null Hypothesis, known as HO, is the hypothesis statement that maintains there is no difference between two or more data samples. The burden of any hypothesis test is to disprove the Null. If there is a greater than 5% probability that the difference is due to chance, then the Null Hypothesis is cannot be rejected and the Alternative Hypothesis should not be pursued.