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Distributions, Shape & Outliers
Read the shape of a distribution and treat outliers without hiding them.
Inside this lesson
- Classify a distribution as symmetric, right-skewed, or left-skewed
- Predict the effect of skew on the relationship between mean and median
- Apply the 1.5 times IQR rule to identify potential outliers
- Describe appropriate practices for handling outliers in business data
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Educational training content only - not professional, financial, legal, or data-governance advice, and not a promise of any business or analytical result. Examples are illustrative and use hypothetical data with stated assumptions and units. Third-party names are descriptive and imply no affiliation.