In: Statistics and Probability
Here is a set of sample data.
| 3 | 87 | 7 | 57 | 15 | 90 | 25 | 55 | 68 | 70 |
| 89 | 20 | 26 | 93 | 9 | 5 | 86 | 23 | 37 | 52 |
| 96 | 4 | 91 |
Base on the data above, identify the 5 number summary
_ , _ ,_ , _ , _
Before solving the given problem let us know a bit about Five Number Summary.
What is Five Number Summary?
A five number summary consists of,
The Minimum Value
The minimum value is the minimum value of the data set.
Quartiles
The p-th order quartile is a value such that p proportion of values are less than or equal to it and (1-p) proportion of values are greater than or equal to it. To find quartiles we first arrange the data in ascending or descending order.
First Quartile (Q1)
Here p=1/4=0.25

where [n/4] is a box function.
Example: [1.2]=1, [1.9]=1, [2.6]=2
Second Quartile (Q2)
Here p=1/2=0.5. The second quartile is also called the median.

Third Quartile (Q3)
Here p=3/4=0.75

The Maximum Value
The maximum value is the maximum value of the data set.
Coming back to our problem,
Let us first arrange our data in ascending order,
Original Data
| No. | Data |
| 1 | 3 |
| 2 | 87 |
| 3 | 7 |
| 4 | 57 |
| 5 | 15 |
| 6 | 90 |
| 7 | 25 |
| 8 | 55 |
| 9 | 68 |
| 10 | 70 |
| 11 | 89 |
| 12 | 20 |
| 13 | 26 |
| 14 | 93 |
| 15 | 9 |
| 16 | 5 |
| 17 | 86 |
| 18 | 23 |
| 19 | 37 |
| 20 | 52 |
| 21 | 96 |
| 22 | 4 |
| 23 | 91 |
Data in ascending order
| No. | Data |
| 1 | 3 |
| 2 | 4 |
| 3 | 5 |
| 4 | 7 |
| 5 | 9 |
| 6 | 15 |
| 7 | 20 |
| 8 | 23 |
| 9 | 25 |
| 10 | 26 |
| 11 | 37 |
| 12 | 52 |
| 13 | 55 |
| 14 | 57 |
| 15 | 68 |
| 16 | 70 |
| 17 | 86 |
| 18 | 87 |
| 19 | 89 |
| 20 | 90 |
| 21 | 91 |
| 22 | 93 |
| 23 | 96 |
From here we can clearly see that the minimum value is 3 and the maximum value is 96.
Here n=23
First Quartile





Looking at the ascending data set,

Second Quartile





Looking at the ascending data set,

Third Quartile






Looking at the ascending data set,

Hence the five number summary is,