Sometimes we need to calculate population Standard deviation of an expression in MySQL.
STDDEV() function can be used for this purpose in MySQL. It returns NULL if no matching rows found in the given expression.
Syntax :
STDDEV(expr);
Parameter : This method accepts only one parameter.
- expr : Input expression from which we want to calculate standard deviation .
Returns : It returns the population standard deviation.
Example-1 :
Finding standard deviation of sub1mark column from the given StudentMarks table using STDDEV Function.
Creating a StudentMarks table :
CREATE TABLE StudentMarks ( StudentId INT AUTO_INCREMENT, StudentName VARCHAR(100) NOT NULL, Roll INT NOT NULL, Sub1Mark INT NOT NULL, Sub2Mark INT NOT NULL, Sub3Mark INT NOT NULL, TotalMarks INT NOT NULL, PRIMARY KEY(StudentId ) );
Inserting data into the Table :
INSERT INTO StudentMarks (StudentName, Roll, Sub1Mark, Sub2Mark, Sub3Mark, TotalMarks) VALUES ('Amit Jana', 10100, 85, 80, 95, 260), ('Labanya Mallick', 11000, 81, 89, 95, 265), ('Virat Sharma', 12000, 75, 83, 90, 248), ('Sayani Samanta', 13000, 95, 90, 99, 284), ('Riyanka Panda', 14000, 70, 87, 88, 245), ('Ritika Shah', 15000, 78, 89, 90, 257);
To verify used the following command as follows.
SELECT * from StudentMarks;
Output :
STUDENTID | STUDENTNAME | ROLL | SUB1MARK | SUB2MARK | SUB3MARK | TOTALMARKS |
---|---|---|---|---|---|---|
1 | Amit Jana | 10100 | 85 | 80 | 95 | 260 |
2 | Labanya Mallick | 11000 | 81 | 89 | 95 | 265 |
3 | Virat Sharma | 12000 | 75 | 83 | 90 | 248 |
4 | Sayani Samanta | 13000 | 95 | 90 | 99 | 284 |
5 | Riyanka Panda | 14000 | 70 | 87 | 88 | 245 |
6 | Ritika Shah | 15000 | 78 | 89 | 90 | 257 |
Now we are going to find standard deviation of sub1mark column.
SELECT STDDEV(Sub1Mark) as Sub1StandardDeviation FROM StudentMarks;
Output :
SUB1STANDARDDEVIATION |
---|
7.930251502246881 |
Example-2
Now we are going to find population standard deviation of total marks column.
SELECT STDDEV(TotalMarks) as StdDevOfTotalMarks FROM StudentMarks;
Output :
STDDEVOFTOTALMARKS |
---|
12.772583485297279 |
Example-3 : In this example we are going to find the population standard deviation of Income of Employee who are working in the company ‘XYZ Digital’. To demonstrate create a table named EmloyeeDetails.
CREATE TABLE EmployeeDetails( Employee_Id INT AUTO_INCREMENT, Employee_Name VARCHAR(100) NOT NULL, Working_At VARCHAR(20) NOT NULL, Work_Location VARCHAR(20) NOT NULL, Joining_Date DATE NOT NULL, Annual_Income INT NOT NULL, PRIMARY KEY(Employee_Id ) );
Inserting data into the Table :
INSERT INTO EmployeeDetails(Employee_Name, Working_At, Work_Location, Joining_Date, Annual_Income ) VALUES ('Amit Khan', 'XYZ Digital', 'Kolkata', '2019-10-06', 350000 ), ('Shreetama Pal', 'ABC Corp.', 'Kolkata', '2018-12-16', 500000 ), ('Aniket Sharma', 'PQR Soln.', 'Delhi', '2020-01-11', 300000 ), ('Maitree Jana', 'XYZ Digital', 'Kolkata', '2019-05-01', 400000 ), ('Priyanka Ojha', 'ABC Corp.', 'Delhi', '2019-02-13', 350000 ), ('Sayani Mitra', 'XYZ Digital', 'Kolkata', '2019-09-15', 320000 ), ('Nitin Dey', 'PQR Soln.', 'Delhi', '2019-10-06', 250000 ), ('Sujata Samanta', 'PQR Soln.', 'Kolkata', '2020-10-06', 350000 ), ('Sudip Majhi', 'ABC Corp.', 'Delhi', '2018-10-30', 600000 ), ('Sanjoy Kohli', 'XYZ Digital', 'Delhi', '2019-04-18', 450000 ) ;
To verify used the following command as follows.
Select * FROM EmployeeDetails;
Output :
EMPLOYEE_ID | EMPLOYEE_NAME | WORKING_AT | WORK_LOCATION | JOINING_DATE | ANNUAL_INCOME |
---|---|---|---|---|---|
1 | Amit Khan | XYZ Digital | Kolkata | 2019-10-06 | 350000 |
2 | Shreetama Pal | ABC Corp. | Kolkata | 2018-12-16 | 500000 |
3 | Aniket Sharma | PQR Soln. | Delhi | 2020-01-11 | 300000 |
4 | Maitree Jana | XYZ Digital | Kolkata | 2019-05-01 | 400000 |
5 | Priyanka Ojha | ABC Corp. | Delhi | 2019-02-13 | 350000 |
6 | Sayani Mitra | XYZ Digital | Kolkata | 2019-09-15 | 320000 |
7 | Nitin Dey | PQR Soln. | Delhi | 2019-10-06 | 250000 |
8 | Sujata Samanta | PQR Soln. | Kolkata | 2020-10-06 | 350000 |
9 | Sudip Majhi | ABC Corp. | Delhi | 2018-10-30 | 600000 |
10 | Sanjoy Kohli | XYZ Digital | Delhi | 2019-04-18 | 450000 |
Now we are going to find population standard deviation of annual Income for those Employee who are working in ‘XYZ Digital’.
SELECT STDDEV(Annual_Income) as StdDevOfAnnualIncome FROM EmployeeDetails where WORKING_AT = 'XYZ Digital';
Output :
STDDEVOFANNUALINCOME |
---|
49497.474683058324 |