Dimensional analysis is a method used to understand and compare different quantities during a scientific experiment. It involves analyzing the dimensions (such as length, time, or mass) of these quantities to see how they relate to each other. By breaking down and comparing the dimensions, scientists can get insights into physical relationships and make predictions about the behavior of different variables.