Frequency Distributions and Visualizing Data
Shapes of Distributions
Learning Objectives
Understand and recognize skewness or symmetric shapes in data sets.
- Data can be symmetric or skewed left or right
- Skewed left implies the mean is less than the median and there is a larger ‘spread’ of the data on the left side
- Skewed right implies the mean is greater than the median and there is a larger ‘spread’ of the data on the right side
- See the detailed explanations and videos in the sections below.
Symmetric Distributions
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SKewed Right Distributions
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Skewed Left Distributions
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Analyzing Skewness in Excel Graphs (video)
Example 13.1.1
Problem Setup: Again, we are working with the student survey data (click here to download).
Question: How can we tell from the boxplot and histogram that the students’ heights are skewed left? .. Watch the video below to find out!
Solution: Click here to view the Excel solutions shown in the above video.
Key Takeaways (EXERCISE)
Key Takeaways: Shapes of Distributions
Your Own Notes (EXERCISE)
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