Understanding the relationship between mean, median, and mode reveals how data distribution affects these measures. While height is a prime example of a normally distributed variable where all three values align, income demonstrates a skewed distribution due to the presence of exceptionally high earners. This disparity highlights how averages can be misleading, as extreme values can significantly influence the mean, pulling it away from the median that better represents the majority.
