How to Efficiently Delete Duplicate Records in SQL Server Using T-SQL?

Removing Duplicate Rows in SQL Server with T-SQL

This guide demonstrates how to effectively remove duplicate rows from a SQL Server table using T-SQL, focusing on a specific column. Let's use the Employee table with an EmployeeName column as an example. The objective is to retain only one instance of each unique employee name.

A robust method leverages window functions. The following query accomplishes this:

<code class="language-sql">DELETE x FROM (
  SELECT *, rn = ROW_NUMBER() OVER (PARTITION BY EmployeeName ORDER BY empId)
  FROM Employee
) x
WHERE rn > 1;</code>

This query uses ROW_NUMBER() to assign a unique rank to each row within each group (partition) of identical EmployeeName values. The PARTITION BY EmployeeName clause groups the rows, and ORDER BY empId determines the ranking order within each group (assuming empId is a unique identifier). rn represents the rank.

The WHERE rn > 1 clause targets rows with a rank greater than 1 within each group, effectively deleting all duplicates except the first occurrence (which has a rank of 1).

Before executing the DELETE statement, it's crucial to preview the rows that will be affected. Replace DELETE with SELECT to achieve this:

<code class="language-sql">SELECT *
FROM (
  SELECT *, rn = ROW_NUMBER() OVER (PARTITION BY EmployeeName ORDER BY empId)
  FROM Employee
) x
WHERE rn > 1;</code>

This allows for verification before permanently removing any data.

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