What is the Arithmetic Mean?
Imagine you and three friends score the following marks in a test: 6, 8, 10, and 12. If you had to pick a single number that "represents" the group's performance, what would it be? The natural idea is to share the total equally among everyone. The total marks are 6+8+10+12=36. If you split this equally among four people, each gets 36÷4=9. That 9 is the arithmetic mean — the "fair share" of the total.
The arithmetic mean answers the question: If everyone had the same value, what would that value be? It is the number that, when repeated for each observation, gives the same total as the original data.
The Precise Definition
For a set of n numbers x1,x2,x3,…,xn, the arithmetic mean (often just called the mean or average) is:
xˉ=nx1+x2+x3+⋯+xn
The symbol xˉ (read "x-bar") is standard notation for the mean of a sample. The numerator is the sum of all observations, and the denominator is the count of observations.
Why It Works
The mean has a beautiful property: the total deviation from the mean is always zero. Take the example above: the deviations are 6−9=−3, 8−9=−1, 10−9=+1, 12−9=+3. Their sum is (−3)+(−1)+1+3=0. This is not a coincidence — it is built into the definition. The mean is the unique point where the positive and negative differences cancel out perfectly.
This "balancing point" property is why the mean is sensitive to extreme values. If one student scored 100 instead of 12, the mean would jump dramatically — the "fair share" gets pulled toward the outlier.
A Quick Example …