The Mode

The mode is the value that appears most often — the tallest bar, the most popular choice, the peak of the pile. It answers "what is the most common outcome?" rather than "what is the central one?".

The only average for labels

The mode has a unique power: it is the only average that works for categorical data. You cannot take the mean or median of eye colours, but you can ask which colour is most frequent — that is the mode. For "favourite ice-cream flavour", the mode is the bestseller.

A data set can also have more than one mode. Two values tied for most frequent make the data bimodal; several make it multimodal — often a clue that two different groups are mixed together.

Find the tallest bar

Each bar counts how often a category appears. Slide the middle bar up and down: the marker always jumps to whichever bar is currently tallest — that category is the mode. Make two bars equal in height and the data becomes bimodal.