Data Science, Probability, Statistics, Data Science Interview, Data Analysis.
of one observation, x_bar is the mean of all observations, and n is the total number of observations. This means that the variance and the mean value have different units, e.g if the mean is in meter (m), then the variance would be in meter-square (m²). This makes variance less intuitive in terms