- Order the data: The given data set is: $2, 3, 5, 5, 6, 7, 8, 8, 11$. The data is already in ascending order.
- Find the minimum and maximum: The minimum value is the smallest number in the data set, which is $2$. The maximum value is the largest number in the data set, which is $11$. These will be the endpoints of the whiskers on the box plot.
- Find the median (Q2): The median is the middle value of the data set. Since there are $9$ data points (an odd number), the median is the $(9+1)/2 = 5$th value. The 5th value is $6$. So, the median is $6$.
- Find the first quartile (Q1): Q1 is the median of the lower half of the data. The lower half of the data (excluding the median) is $2, 3, 5, 5$. The median of these four numbers is the average of the 2nd and 3rd values: $(3+5)/2 = 4$. So, Q1 is $4$.
- Find the third quartile (Q3): Q3 is the median of the upper half of the data. The upper half of the data (excluding the median) is $7, 8, 8, 11$. The median of these four numbers is the average of the 2nd and 3rd values: $(8+8)/2 = 8$. So, Q3 is $8$.
6. Construct the box plot:
- The minimum is $2$ (left whisker).
- Q1 is $4$ (left edge of the box).
- The median (Q2) is $6$ (line inside the box).
- Q3 is $8$ (right edge of the box).
- The maximum is $11$ (right whisker).
7. Compare with the given box plots:
- Box plot A: Minimum $2$, Q1 $4$, Median $6$, Q3 $9$, Maximum $12$. Incorrect.
- Box plot B: Minimum $2$, Q1 $3$, Median $6$, Q3 $7$, Maximum $11$. Incorrect.
- Box plot C: Minimum $2$, Q1 $4$, Median $6$, Q3 $8$, Maximum $11$. Correct.