To get a better idea of how this works, please have a look at the following data:įor Biology, the standard deviation is 5 (rounded to an integer), which tells us that the majority of scores are no more than 5 points away from the mean. The higher the standard deviation, the more variation there is in the data and the less accurate the mean is. The standard deviation equal to 0 indicates that every value in the dataset is exactly equal to the mean. The closer the standard deviation is to zero, the lower the data variability and the more reliable the mean is. The purpose of the standard deviation is to help you understand if the mean really returns a "typical" data. To put it differently, the standard deviation shows whether your data is close to the mean or fluctuates a lot.
The standard deviation is a measure that indicates how much the values of the set of data deviate (spread out) from the mean.
The aim of this tutorial is shed some light on what the standard deviation actually is and how to calculate it in Excel. But while the former is well understood by most, the latter is comprehended by few. In descriptive statistics, the arithmetic mean (also called the average) and standard deviation and are two closely related concepts. The tutorial explains the essence of the standard deviation and standard error of the mean as well as which formula is best to be used for calculating standard deviation in Excel.
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