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How Can I Efficiently Find the Third or Nth Maximum Salary in a SQL Database?

Susan Sarandon
Susan SarandonOriginal
2024-12-17 14:46:15831browse

How Can I Efficiently Find the Third or Nth Maximum Salary in a SQL Database?

Finding Third or Nᵗʰ Maximum Salary in a Salary Table

Determining the third or nᵗʰ maximum salary from a salary table (EmpID, EmpName, EmpSalary) is a common task in data processing. Here are three optimized approaches to achieve this:

Row Number Method:

This method assigns row numbers based on the salary, sorting the rows in descending order. The third or nᵗʰ maximum salary can then be retrieved from the specified row.

SELECT Salary,EmpName
FROM
  (
   SELECT Salary,EmpName,ROW_NUMBER() OVER(ORDER BY Salary) As RowNum
   FROM EMPLOYEE
   ) As A
WHERE A.RowNum IN (2,3)

Sub Query Method:

This approach uses a subquery to count the number of unique salaries greater than the current salary and determines the desired maximum salary based on the specified order.

SELECT *
FROM Employee Emp1
WHERE (N-1) = (
               SELECT COUNT(DISTINCT(Emp2.Salary))
               FROM Employee Emp2
               WHERE Emp2.Salary > Emp1.Salary
               )

Top Keyword Method:

The TOP keyword in SQL allows us to directly retrieve the specified number of maximum values. Here, it is used to get the third or nᵗʰ maximum salary.

SELECT TOP 1 salary
FROM (
      SELECT DISTINCT TOP n salary
      FROM employee
      ORDER BY salary DESC
      ) a
ORDER BY salary

By leveraging these optimized techniques, you can efficiently find the third or nᵗʰ maximum salary from a salary table, optimizing your data analysis and decision-making processes.

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