From a statistical point of view I would suggest it is an outlier. If the numbers are data points, then they are well bunched around the range of 5-10.

It cannot be the mean, this is always smaller than your largest data value and larger than your smallest.

The standard deviation is a measure of how closely or sparsely distributed your values are around the mean. Again, 23 doesn't fit that.

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