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Exam DP-100 topic 5 question 18 discussion

Actual exam question from Microsoft's DP-100
Question #: 18
Topic #: 5
[All DP-100 Questions]

HOTSPOT -
You are analyzing the asymmetry in a statistical distribution.
The following image contains two density curves that show the probability distribution of two datasets.

Use the drop-down menus to select the answer choice that answers each question based on the information presented in the graphic.
NOTE: Each correct selection is worth one point.
Hot Area:

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Suggested Answer:
Box 1: Positive skew -
Positive skew values means the distribution is skewed to the right.

Box 2: Negative skew -
Negative skewness values mean the distribution is skewed to the left.
Reference:
https://docs.microsoft.com/en-us/azure/machine-learning/studio-module-reference/compute-elementary-statistics

Comments

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VickyM
Highly Voted 3 years, 6 months ago
Graph 1 is negative skew and Graph 2 is positive skew. A left-skewed distribution has a long left tail. Left-skewed distributions are also called negatively-skewed distributions. That’s because there is a long tail in the negative direction on the number line. The mean is also to the left of the peak. A right-skewed distribution has a long right tail. Right-skewed distributions are also called positive-skew distributions. That’s because there is a long tail in the positive direction on the number line. The mean is also to the right of the peak. https://www.statisticshowto.com/probability-and-statistics/skewed-distribution/
upvoted 96 times
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Zhuo
Highly Voted 3 years, 6 months ago
Graph 1 is negative skew.
upvoted 12 times
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InversaRadice
Most Recent 1 day, 3 hours ago
given answer is correct
upvoted 1 times
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james2033
2 months ago
https://en.wikipedia.org/wiki/Skewness
upvoted 1 times
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Peeking
9 months ago
Graph 1 = Negatively skewed or Left-tailed Graph 2 = Positively skewed or right-tailed. https://corporatefinanceinstitute.com/resources/data-science/negatively-skewed-distribution/
upvoted 2 times
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phdykd
9 months, 3 weeks ago
G1: Negative, G2: Positive
upvoted 1 times
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NormanDS
2 years, 1 month ago
The microsoft reference (https://docs.microsoft.com/en-us/azure/machine-learning/studio-module-reference/compute-elementary-statistics) is technically correct. "Negative skew values means the distribution is skewed to the left. 0 denotes the normal distribution. Positive skewness values mean the distribution is skewed to the right." This is validated by Wiki (https://en.wikipedia.org/wiki/Skewness#positive_skew): negative skew: The left tail is longer; the mass of the distribution is concentrated on the right of the figure. The distribution is said to be left-skewed, left-tailed, or skewed to the left,... positive skew: The right tail is longer; the mass of the distribution is concentrated on the left of the figure. The distribution is said to be right-skewed, right-tailed, or skewed to the right,... Ergo, the answers are interchanged. G1: should be negative skew and G2: positive. See the figure from the wiki link or the link provided by VickyM. At times like this, I am starting to doubt the competence of the answers provided.
upvoted 2 times
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saurabhk1
2 years, 9 months ago
The answer is quite opposite. The first one is negative and the second one is positive https://en.wikipedia.org/wiki/Skewness
upvoted 5 times
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Shankar_102
2 years, 10 months ago
Wrong answer
upvoted 3 times
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deepakconsult
3 years, 3 months ago
Reverse: https://en.wikipedia.org/wiki/
upvoted 1 times
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Nugi
3 years, 4 months ago
Graph 1 = negative Graph 2 = positive
upvoted 7 times
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Rajuuu
3 years, 4 months ago
Graph 1 is negative skewed…Tail is negative graph 2 is positive skewed.
upvoted 5 times
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pepmir
3 years, 5 months ago
G1: Negative G2: Positive. As line is extending farther away from 0 on +ve line
upvoted 5 times
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jsnels86
3 years, 6 months ago
Graph 1 is indeed negative skew https://en.wikipedia.org/wiki/Skewness
upvoted 5 times
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ajithvajrala
3 years, 6 months ago
The mentioned answer is wrong. The correct answer is graph-1--> negatively skewed Graph-2-> positively skewed reference: https://www.statisticshowto.com/probability-and-statistics/skewed-distribution/
upvoted 6 times
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James_James
3 years, 6 months ago
I agree, I think Graph 1 is negatively skewed and Graph 2 is positively skewed.
upvoted 7 times
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WTT
3 years, 7 months ago
isn't Graph 1 positive skew?
upvoted 7 times
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