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SAT · GRE · GMAT · A-level · Intermediate · ~12 min

Mean, median & spread

Drag the data. Watch what moves the mean, what the median ignores, and what spread really measures.

guess first, then play →

PredictFirst, a guess

Five students are 12, 13, 13, 14 and 15 years old. Their 45-year-old teacher joins the group. What moves more?

ExploreDrag the data

±1 SD05101520meanmedian

Drag a dot to move it · tap the line to add a dot · tap a dot to select it.

Count
5
Mean ▲
4
Median ◆
4
Mode
none
Range
4
IQR
3
SD
1.41
Roughly symmetric: mean and median sit close together.
Start from a shape

ConceptsWhat each measure really tells you

The mean is the balance point

Imagine the line is a seesaw and every dot weighs the same. The ▲ is the only place it balances: the total distance on the left equals the total on the right.

Left of the mean: 3 · right: 3
The median only cares about order

Half the dots are on each side of the ◆. Drag the biggest value as far right as you like: the median doesn't move, because the order didn't change.

Skew: the mean chases the tail

When a few values stretch out to one side, the mean is pulled toward them and the median stays with the crowd.

Roughly symmetric now: mean ≈ median.
Mode: the most common value

The tallest stack. Data can have no mode (nothing repeats), one, or several — and the mode can sit far from the mean and median.

No mode now: nothing repeats.
Range vs IQR vs standard deviation

Range uses only the two extremes. The IQR is the spread of the middle half, so it shrugs off outliers. The standard deviation is the typical distance from the mean — every value counts, so outliers inflate it.

Range 4 · IQR 3 · SD 1.41
Shifting vs stretching

Add the same amount to every value: the centre moves, the spread stays exactly the same. Stretch every value away from the mean: the centre stays, the spread grows.

Mean 4 · SD 1.41
A value at the mean shrinks the spread

Add a new value exactly equal to the mean: the mean doesn't change, but the standard deviation goes down — the new value adds no distance but one more value to share it.

SD now 1.41

Break itTry the extremes

Exam trapsWhere marks get lost

A list of numbers has mean 10 and standard deviation 3. A new number, 10, is added. What happens to the standard deviation?
Class A (10 students) averaged 80. Class B (30 students) averaged 60. What is the average of all 40 students?
Every value in a data set is increased by 5. Which statement is true?

Worked solutionAn exam-style question, step by step

The mean of five numbers is 12. A sixth number is added and the mean becomes 13. What is the sixth number?