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5) Find the five-number summary and IQR for the following data: [tex]$3, 5, 6, 10, 7, 8, 9$[/tex]

Sagot :

Certainly! Let's find the five-number summary and the Interquartile Range (IQR) for the given dataset [tex]\(3, 5, 6, 10, 7, 8, 9\)[/tex].

### Step-by-Step Solution

1. Sort the Data:
First, we need to sort the data in ascending order. The sorted data is:
[tex]\[ [3, 5, 6, 7, 8, 9, 10] \][/tex]

2. Determine the Minimum and Maximum Values:
The minimum value is the smallest number in the sorted list, and the maximum value is the largest number in the sorted list.
[tex]\[ \text{Minimum} = 3 \][/tex]
[tex]\[ \text{Maximum} = 10 \][/tex]

3. Find the Median (Q2):
The median is the middle number in the sorted list. Since there are 7 numbers (an odd count), the median is the fourth number.
[tex]\[ \text{Median} = 7 \][/tex]

4. Divide the Data into Two Halves:
- The lower half consists of numbers before the median: [tex]\([3, 5, 6]\)[/tex]
- The upper half consists of numbers after the median: [tex]\([8, 9, 10]\)[/tex]

5. Find the First Quartile (Q1) and Third Quartile (Q3):
- Q1 is the median of the lower half of the data.
[tex]\[ \text{Lower half} = [3, 5, 6] \][/tex]
Since there are 3 numbers, the median of this half is the second number.
[tex]\[ Q1 = 5.0 \][/tex]

- Q3 is the median of the upper half of the data.
[tex]\[ \text{Upper half} = [8, 9, 10] \][/tex]
Since there are 3 numbers, the median of this half is the second number.
[tex]\[ Q3 = 9.0 \][/tex]

6. Calculate the Interquartile Range (IQR):
The IQR is the difference between the third quartile (Q3) and the first quartile (Q1).
[tex]\[ \text{IQR} = Q3 - Q1 = 9.0 - 5.0 = 4.0 \][/tex]

### Summary:
The five-number summary and IQR for the data [tex]\(3, 5, 6, 10, 7, 8, 9\)[/tex] are:

- Minimum: 3
- First Quartile (Q1): 5.0
- Median (Q2): 7.0
- Third Quartile (Q3): 9.0
- Maximum: 10
- Interquartile Range (IQR): 4.0
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