Standard deviation measures the amount of variation in a dataset, and is closely related to variance. Variance shows how different the items in a group are, while standard deviation provides this in an easily interpretable unit. Understanding these concepts involves calculating the variance and then taking its square root to find the standard deviation. In a normal distribution, most values fall within a certain range around the mean, making it a critical tool for data analysis.
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