When should I use mean vs median?
An example of an AI chatbot conversation about when to use mean versus median in data analysis.
Can you explain when to use mean versus median in statistics?
Sure! The mean is best used for normally distributed data without outliers, while the median is better for skewed data.
What if I have a dataset with extreme values?
In that case, the median would be more appropriate as it is not affected by extreme values, providing a better central tendency.
Can you give me an example of each?
Of course! For example, in the dataset {1, 2, 3, 4, 100}, the mean is 22, but the median is 3, which better represents the data.
Are there situations where both are useful?
Yes, both can provide insights. The mean gives an overall average, while the median shows the middle point, helping to understand data distribution.
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