The HAVING clause in SQL is used to filter records that are returned by a GROUP BY operation. Unlike the WHERE clause, HAVING can be used to filter aggregate functions like COUNT, SUM, AVG, etc.
SELECT department, COUNT(employee_id)
FROM employees
GROUP BY department
HAVING COUNT(employee_id) > 5;
Console Output:
Sales - 6
Marketing - 8
You can use the HAVING clause to filter results based on the sum of a column. This is useful for finding groups where the total meets a certain criterion.
SELECT department, SUM(salary)
FROM employees
GROUP BY department
HAVING SUM(salary) > 100000;
Console Output:
Engineering - 150000
Finance - 120000
The WHERE clause filters rows before grouping, while the HAVING clause filters groups after aggregation. This combination allows for precise data retrieval.
SELECT department, AVG(salary)
FROM employees
WHERE position = 'Manager'
GROUP BY department
HAVING AVG(salary) > 70000;
Console Output:
HR - 75000
IT - 80000
The HAVING clause can handle multiple conditions using logical operators like AND and OR, providing flexibility in data filtering.
SELECT department, COUNT(employee_id)
FROM employees
GROUP BY department
HAVING COUNT(employee_id) > 5 AND SUM(salary) > 50000;
Console Output:
Operations - 7
Logistics - 9
Using HAVING with COUNT is a common practice to filter groups based on the number of records in each group.
SELECT department, COUNT(employee_id)
FROM employees
GROUP BY department
HAVING COUNT(employee_id) > 10;
Console Output:
Customer Service - 12
Support - 15
The HAVING clause can be used with AVG to filter groups based on their average values, such as average salaries or scores.
SELECT department, AVG(salary)
FROM employees
GROUP BY department
HAVING AVG(salary) > 60000;
Console Output:
Research - 65000
Development - 70000
Using HAVING with MAX allows you to filter groups based on the maximum value within each group.
SELECT department, MAX(salary)
FROM employees
GROUP BY department
HAVING MAX(salary) > 90000;
Console Output:
Executive - 95000
Management - 98000
The HAVING clause can also be used with MIN to filter groups based on their minimum values, such as the lowest salary in each department.
SELECT department, MIN(salary)
FROM employees
GROUP BY department
HAVING MIN(salary) > 40000;
Console Output:
Administration - 45000
Operations - 47000
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