The variance measures the spread of a series around its mean: it is the mean of the squared deviations from the mean. It is expressed in the square of the data's unit. For a sample, we divide by n - 1 rather than n to estimate the population variance.
Example
df['x'].var() # sample variance (n - 1) with pandas