Statistical Measures

Concept

Five-Number Summary

A five-number summary of a data set consists of the following five values.

  1. Minimum value
  2. First quartile Q_1
  3. Median, or second quartile Q_2
  4. Third quartile Q_3
  5. Maximum value

These values provide a summary of the central tendency and spread of the data set. The five-number summary is useful for understanding the variability in a data set. When the data set is written in numerical order, the median divides the data set into two halves. The median of the lower half is the first quartile Q_1 and the median of the upper half is the third quartile Q_3.

Five-number summary is applied to different data sets

The five-number summary describes the distribution of data values.

Extra

The five-number summary can be represented with a box plot. Each of the five numbers is labeled accordingly.

Exercises
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