Final answer:
To determine the five-number summary, organize the data in ascending order, then identify the minimum and maximum, calculate the median, and find the first and third quartiles which are the medians of the lower and upper halves of the dataset respectively.
Step-by-step explanation:
Steps to Find the Five-Number Summary
The five-number summary is a descriptive statistic that provides information about a dataset. It includes the minimum, first quartile (Q1), median, third quartile (Q3), and maximum. These values help in understanding the distribution of data within a set and are used to create a box plot. To find the five-number summary, one must follow the steps below:
Organize the data in ascending order.
Identify the minimum (min) and maximum (max) values.
Determine the median (the middle value of the dataset).
Calculate the first quartile (Q1), which is the median of the lower half of the dataset.
Calculate the third quartile (Q3), which is the median of the upper half of the dataset.
Once these steps are completed, you can construct a box plot with these statistics, offering a visual representation of the dataset's distribution.
Example of Calculating Quartiles
Consider the following data set: 1, 1, 2, 2, 4, 6, 6.8, 7.2, 8, 8.3, 9, 10, 10, 11.5. The median is 7. By dividing this dataset into lower and upper halves, the first quartile (Q1) is 2, and the third quartile (Q3) is 9. Understanding these concepts allows us to comprehensively summarize and interpret the data.