Discover how skewed distributions can impact the interpretation of data, particularly when it comes to means and medians. Learn about essential measures of spread, such as range and interquartile range, which help to identify the central tendency of a dataset. Delve into variance and standard deviation to understand how data points vary from the mean, highlighting the differences between tightly clustered and widely spread data.