Standard deviation is a statistical measure that indicates how much the values in a data set vary or deviate from the mean (average). A low standard deviation means most values are close to the mean, while a high standard deviation indicates greater variability or spread in the data. It is calculated by finding the square root of the average of the squared differences between each data point and the mean.