QUESTION IMAGE
Question
select the correct answer.
which of the following box plots is symmetric?
w.
x.
y.
z.
w
x
y
z
⚡ Using what you learned: displaying data: histograms & box plots
Step 1: Define symmetry in a box plot
A box plot is perfectly symmetric if the median line is exactly in the middle of the box, and the whiskers on both sides are of equal length.
Mathematically, this means:
- The distance from the minimum to the median equals the distance from the median to the maximum:
- The distance from the first quartile (\(Q_1\)) to the median equals the distance from the median to the third quartile (\(Q_3\)):
- The left whisker length equals the right whisker length:
Step 2: Analyze the given box plots
Let's evaluate each option using its five-number summary:
- Box Plot W:
- \(\text{Minimum} = 2\)
- \(Q_1 = 8\)
- \(\text{Median} = 10\)
- \(Q_3 = 14\)
- \(\text{Maximum} = 18\)
Checking symmetry:
- Left whisker: \(Q_1 - \text{Minimum} = 8 - 2 = 6\)
- Right whisker: \(\text{Maximum} - Q_3 = 18 - 14 = 4\)
- Left box half: \(\text{Median} - Q_1 = 10 - 8 = 2\)
- Right box half: \(Q_3 - \text{Median} = 14 - 10 = 4\)
Since the left and right parts are not equal, W is not symmetric.
- Box Plot X:
- \(\text{Minimum} = 2\)
- \(Q_1 = 6\)
- \(\text{Median} = 10\)
- \(Q_3 = 12\)
- \(\text{Maximum} = 18\)
Checking symmetry:
- Left whisker: \(6 - 2 = 4\)
- Right whisker: \(18 - 12 = 6\)
Since the whiskers are unequal, X is not symmetric.
- Box Plot Y:
- \(\text{Minimum} = 2\)
- \(Q_1 = 4\)
- \(\text{Median} = 6\)
- \(Q_3 = 8\)
- \(\text{Maximum} = 18\)
Checking symmetry:
- Left whisker: \(4 - 2 = 2\)
- Right whisker: \(18 - 8 = 10\)
Since the whiskers are highly unequal, Y is not symmetric.
- Box Plot Z:
- \(\text{Minimum} = 2\)
- \(Q_1 = 6\)
- \(\text{Median} = 10\)
- \(Q_3 = 14\)
- \(\text{Maximum} = 18\)
Checking symmetry:
- Left whisker: \(Q_1 - \text{Minimum} = 6 - 2 = 4\)
- Right whisker: \(\text{Maximum} - Q_3 = 18 - 14 = 4\)
- Left box half: \(\text{Median} - Q_1 = 10 - 6 = 4\)
- Right box half: \(Q_3 - \text{Median} = 14 - 10 = 4\)
All corresponding left and right segments are perfectly equal in length (\(4\) units each). Therefore, Z is symmetric.
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