how to remove zero value calculating mean in datframe code example

Example: pandas find median of non zero values in a column

# find the median of non zero values from the column 'minSalaryAnnual
medianMinPA = (df['minSalaryAnnual'].loc[df['minSalaryAnnual'] != 0]).median()