Measures of Center (Mean, Median, Mode)
A data set is just a list of numbers, and these four measures each answer one question about it. The mean is the average — total divided by count. The median is the middle value once the data is in order. The mode is the value that shows up most often. The range is how spread out the data is — largest minus smallest.
Mean, median, and mode are all trying to describe the center of the data with a single number; range describes its spread. The skill is partly computing each one and partly knowing which one a question is actually asking for.
The four measures
Mean: add every value, then divide by how many values there are. For the mean is . Forgetting the divide step — reporting the total instead of the mean — is the classic mistake.
Median: put the values in order first, then take the middle one. Ordering is not optional; the median of an unordered list means nothing.
Mode: the most frequent value. A data set can have one mode, more than one mode, or none at all if every value appears the same number of times. It is the only measure of center that requires no arithmetic — just counting.
Range: greatest value minus least value. It says nothing about the center; it measures how far the data stretches.
The median with an even count
With an odd number of values, one value sits exactly in the middle. Five values ordered? The third one is the median — two on each side.
With an even number of values, no single value is in the middle, so the median is the mean of the two middle values. For the ordered set , the two middle values are and , so the median is . Notice the median does not have to be a value in the data set.
Which measure should you use?
The mean uses every value, which makes it the most informative — and the most fragile. One extreme value (an outlier) drags the mean toward it. In the set , the mean is , but the median is , which describes the typical value far better.
Use the median when the data has outliers or is skewed. Use the mode when the data is categories or when you want the most common result. When a test question says average, it almost always means the mean.
Worked examples
Example 1: find the mean
Find the mean of .
Answer: mean
Example 2: find the median (odd count)
Find the median of .
Answer: median
Example 3: find the mode and the range
Find the mode and the range of .
Answer: mode , range
Example 4: all four for one data set
Find the mean, median, mode, and range of .
Answer: mean , median , mode , range
Try one yourself
Common questions
What if a data set has two modes, or no mode?
Both happen. If two values tie for the highest count, the set has two modes (it is bimodal) and you report both. If every value appears the same number of times, the set has no mode — do not report the mean or median in its place.
Why are the mean and median sometimes so different?
Outliers. The mean is pulled toward extreme values because it uses every value in its calculation; the median only cares about position, so an extreme value barely moves it. A big gap between mean and median is a signal that the data is skewed.
Does the median have to be a number in the data set?
No. With an even number of values, the median is the mean of the two middle values, which is often a number that never appears in the list — like a median of for the set .
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