Business & Data Analysis Course 📊 Describing & Summarizing Data
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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.