What are some real-world examples of outliers?
Outliers are data points that differ significantly from other observations. For example, in income data, a billionaire's income is an outlier.
Can you give me more examples from different fields?
Sure! In sports, an athlete breaking a world record is an outlier. In education, a student scoring 100% on a difficult exam can be considered one.
What about in health data?
In health data, a person with an exceptionally high IQ or an athlete with extraordinary physical abilities can be outliers.
How do outliers affect data analysis?
Outliers can skew results and lead to misleading conclusions, so it's important to analyze them carefully.
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