How to use DENSE_RANK() function In SQL

What is DENSE_RANK()?

DENSE_RANK() is used to assign a rank to each record of each section in our result set. For each partition, DENSE_RANK() returns same rank for the rows having the same value. We will use DENSE_RANK() function to find the second highest salary by department.

In other words, DENSE_RANK() function can be used to find nth highest salary. Let’s see how to find 2nd highest salary using DENSE_RANK() function.

SELECT "Id", "Name", "Group_Id", "Salary"
FROM (
SELECT *,
DENSE_RANK() OVER (PARTITION BY "Group_Id" ORDER BY "Salary" DESC) AS rnk
FROM "Test"
) AS t
WHERE rnk = 2;

Output :

Id

Name

Group_Id

Salary

1

Yash

1

25000

5

Keval

2

30000

7

Jenil

3

15000

Explanation: Here we also have used subquery but in subquery we have used DENSE_RANK() function to give sequence number to each row of the partition. After that we have fetched 2nd record of each partition which will be 2nd highest salary of each Group.

We have done partition on Group_Id and ordered the results in Descending order because we want 2nd highest salary. we have applied where condition in which we have simply asked to give all the records which have 2nd rank in all the partitions. If we apply on rank 1 then it will return highest salary in all the partitions.

List the Second Highest Salary By Department

Listing the second-highest salary by department is a common task that explains the use of advanced PostgreSQL techniques. It offers several functions and methods to achieve this.

In this article, we will explore three approaches that help us to List the Second Highest Salary By Department with the help of examples and so on.

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List the Second Highest Salary By Department

Listing the second-highest salary by the department is a practical example that showcases the use of advanced SQL techniques. PostgreSQL is a powerful open-source relational database that offers below functions to List the Second Highest Salary By Department are as follows:...

1. Using Subquery

By using the Joins, we can use subquery for finding the nth highest salary. In our approach, we will simply find all the rows which have the salary lower than the maximum salary. From that result we will find the highest salary which will be our desired result. Here is the query for this approach....

2. Using DENSE_RANK() function

What is DENSE_RANK()?...

3. Using Common Table Expression (CTE)

By using Common Table Expression(CTE) we can create a temporary table and will use ROW_NUMBER() function. Result table after applying ROW_NUMBER() function will be temporary store. It will not reflet in the database. Here we are assuming that no two salary will be the same in same partition....

Conclusion

By implementing SQL queries efficiently, this task becomes manageable and provides valuable insights into departmental salary structures. Here we have retrieved our desired result using multiple methods like self join and subqueries and other is DENSE_RANK() function, Common Table Expression(CTE). DENSE_RANK() function can be used for finding nth highest salary. But for finding the nth highest salary using subquery, it will get tough when the value of n will increase. Using Common Table Expression we can create temporary table and use window functions such as ROW_NUMBER()....

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