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Mode Calculator

Find the mode, frequency distribution, and related statistics of a data set. See also Mean Calculator and Median Calculator.

How to Find the Mode

The mode is the value that appears most frequently in a data set. To find it: (1) count how many times each value appears, (2) the value(s) with the highest frequency is the mode. A data set can have one mode (unimodal), two modes (bimodal), multiple modes (multimodal), or no mode at all if all values appear equally often.

Mode Formula

Mode = Value(s) with the highest frequency

Unimodal: exactly one mode

Bimodal: exactly two modes

Multimodal: three or more modes

No mode: all values appear with equal frequency

Example Calculation

Data: 4, 2, 4, 3, 2, 2, 5, 4, 1, 3

Frequency: 1→1, 2→3, 3→2, 4→3, 5→1

Highest frequency = 3 (values 2 and 4)

Mode = 2, 4 (Bimodal)

Mode Classification Reference

TypeDescriptionExample
UnimodalOne mode{1, 2, 2, 3} → Mode: 2
BimodalTwo modes{1, 1, 2, 2, 3} → Mode: 1, 2
MultimodalThree+ modes{1, 1, 2, 2, 3, 3} → Mode: 1, 2, 3
No modeAll equal frequency{1, 2, 3, 4} → No mode

Frequently Asked Questions

Can a data set have no mode?

Yes. If every value appears the same number of times (e.g., {1, 2, 3, 4}), there is no mode because no value is more frequent than the others.

What does bimodal mean?

Bimodal means the data set has exactly two modes — two values that appear with the same highest frequency. This often indicates two distinct groups in the data.

Is mode useful for non-numeric data?

Yes. Unlike mean and median, mode works with categorical data. For example, the mode of {red, blue, red, green} is "red" because it appears most often.

How is mode different from mean and median?

Mean is the arithmetic average, median is the middle value, and mode is the most frequent value. Mode is the only measure that can be used with non-numeric data and can have multiple values.

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