Glossary
Mean
Also written: average · arithmetic mean
Definition
The mean is the total of the values divided by how many there are. It shares the total out evenly, so it need not equal any value in the data, and a single outlier can pull it a long way.
The calculation
For :
What it represents
The mean answers: if the total were shared out evenly, how much would each get? Five students scoring marks between them average each.
That is why the mean often is not a value anyone actually has. The mean of and is , and a mean family size of children describes no family.
Working backwards
Because the mean is the total divided by the count, any two of the three give the third:
Six numbers with a mean of must total . That is the route into most questions about a missing value or a changing data set.
Its weakness
The mean uses every value, so an extreme one has extreme influence. Seven salaries of and thousand have a mean of about — higher than six of the seven people earn.
That is an outlier at work, and it is why the median is reported for salaries and house prices. See mean, median and mode for how to choose between them.
Pair the mean with mean absolute deviation when reporting spread. Both use every value, so they describe the data the same way.
Lessons that use this term
- Mean, Median and Mode: The Three Averages
How to find the mean, median and mode of a data set, what each one measures, and how to choose between them when an outlier pulls the mean away from the middle.
- Range, Interquartile Range and Mean Absolute Deviation
How to measure how spread out a data set is using range, interquartile range and mean absolute deviation, and why two sets with the same mean can be nothing alike.