The outlier is just the number in a set that stands out. For example, if the numbers are 1, 2, 3, 2, 2, 1, 45 the outlier would be 45. However, the outlier could also be closer to the rest.
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An outlier.
An outlier
No. The data set will remain the data set: they are the observations that are recorded.
There cannot be an outlier in a dataset that comprises only one number!
The mean is changed.