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Spread and Variability

Manual: General · Subject: Statistics

Understand how to measure how spread out data values are.

How different are the values?

Why spread matters

Two data sets can have the same mean but very different spread. Variability tells us how consistent or scattered the data are.

Common spread measures

Range
Largest value minus smallest value.
Variance
Average squared distance from the mean.
Standard deviation
Square root of the variance.

Range example

For the data 3,5,7,93, 5, 7, 9, the range is 9−3=69-3=6.

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A key idea

A small standard deviation means the values are usually close to the mean; a large one means they are more spread out.

What is the range of 3, 5, 7, 9?

What does standard deviation describe in simple words?

If two data sets have the same mean, which one has more variability?

Name one measure of spread.