<prompt> Kujenga kazi ya mahesabu ya kupotoka kwa kiwango cha seti ya idadi.  <response>: Here is a Python function that calculates the standard deviation of a list of numbers:pythonimport mathdef standard_deviationnumbers: n lennumbers mean sumnumbersn variance sumx - mean 2 for x in numbers n std_dev math.sqrtvariance returnstd_dev Example:numbers 2, 4, 6, 8, 10result standard_deviationnumbersprintresult Output: 2.8284271247461903 This function takes a list of numbers as an argument and returns the standard deviation of the numbers. It calculates the mean and variance of the numbers, and then takes the square root of the variance to find the standard deviation. 