Choosing the right measure
Use the mean for balanced data without outliers, the median for skewed distributions like house prices or salaries, and the mode for categorical-style questions such as the best-selling shoe size.
No mode or multiple modes
If every value appears once the data has no mode. If several values tie for most frequent, all are reported as modes (bimodal or multimodal data).