A chemical reaction experiment was carried out with the objective of discovering if a new catalyst B gives higher yields than the old catalyst A. The experiment was run on six different batches of raw material that were known to be quite different from each other. Each batch was divided into two portions to which A or B was applied at random. The resulting data is displayed below.