When measuring variation within a population, samples are taken. This is because it would be too time-consuming and potentially impossible to record data on every individual within a population. To ensure your sample is representative of the population you must take a large sample and to avoid bias you should randomly sample. By collecting a large sample, you can calculate a mean and do a statistical test to see if any differences of correlations you see are significant.