In this video, the teacher explains how to compare the variability in weights of professional baseball and soccer players using medians and interquartile ranges. They demonstrate that while baseball players are heavier on average, soccer players have more variability in their weights. The teacher emphasizes the importance of considering both the median and interquartile range to accurately assess data spread.