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An 'Undefined Mean' occurs when attempting to calculate the average of a dataset that lacks defined numerical values or is empty, making it impossible to determine a central tendency. This situation often arises in datasets with non-numeric entries or missing data points, where traditional arithmetic operations cannot be applied.
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