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Standard deviation is a statistical measure that quantifies the amount of variation or dispersion in a set of values. A low standard deviation indicates that the values tend to be close to the mean, while a high standard deviation suggests that the values are spread out over a wider range. This concept is crucial when analyzing both quantitative and qualitative data, as it helps to understand how consistent or variable the data points are in relation to the average.
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