SQL

In this post I am going to give you the ultimate 10 ways to remove duplicates in SQL in two scenario along with a youtube video in hindi where I have executed all the queries.

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I have shown the methods how to delete all duplicate record except one record from the table and except the solution no. 5 & 3( scenario 2 ) we can use all the methods to delete duplicates in production environment as well.

What is Deduplication in SQL?

Deduplication basically refers to a method of eliminating the duplicate data from a dataset or table. It is very important task to do so especially for any task from where you going to get some insights.

Duplicate data from a table can change the whole theme. There are many ways to remove redundant data from a table or data set. I have explained the 10 ways to remove duplicates in SQL in two scenario.

How Duplicate Happens

Duplicates can be entered in a table in many ways like each and every column will be duplicated, I mean the whole row can be duplicated or there may have a column which will unique but rest columns data will be duplicate.

Scenario 1 :

At least one column having unique record. Here in my scenario a table called “students” having columns id, name,age,class and the column id is unique.

Sol 1 : Using unique identifier

delete from students 
where id in(
	select max(id) from students group by 
	name,age having count(*)>1)

Sol 2 : Using self join

delete from students where id in 
		(select s2.id from students s1 join
		students s2 on s1.name=s2.name and 
		s1.age=s2.age where s1.id<s2.id )

Sol 3 : Using min function. It will remove multiple duplicates

delete from students where id not in(
		select min(id) from students 
		group by name,age )

Sol 4 : Using window function ( row_number() )

delete from students where id in
	(select id from 
			(select *, row_number() 
			over(partition by name,age) as rn from students) 
			where rn>1)

Sol 5 : Using backup table

create table stu
as
select * from students where 1=2 --< table creation

insert into stu
select min(id) from students 
group by name,age       --< Data insertion

drop table students   --< Drooping old table

alter table stu 
rename to students  --< Renaming new table in as old table name

Sol 6 : Using backup table without dropping original table

create table stu
as
select * from students where 1=2 --< table creation

insert into stu
select min(id) from students 
group by name,age       --< Data insertion

truncate table students   --< Deleting data from old table

insert into students 
select * from students  --< Inserting data to old table from backup table

Scenario 2 :

Where the whole row is duplicated including id column.

Sol 1 : Using CTID ( ROWID in Oracle SQL )

delete from students 
where ctid not in(
	select min(ctid) from students 
	group by name,age)

Sol 2 : By adding a temporary column in current column

alter table students add column 
row_num int generated always as identity --< Adding new column

delete from students where 
row_num not in(
select min(row_num) from students 
group by name,age)    --< Removing duplicates

alter table students drop column row_num --< Dropping newly added column

Sol 3 : Using backup table

create table stu
as
select * from students where 1=2 --< Creating backup table

insert into stu
select distinct * from students  --< Inserting unique record to new table

drop table students  --< Dropping old table

alter table stu rename to students --< Renaming new table

Sol 4 : Using backup table without dropping original table

create table stuu as
select distinct * from students --< Creating backup table

truncate table students  --< Deleting rows of old table

insert into students
select * from stuu  --< inserting data to old table from backup table

The youtube video explaining the 10 ways to remove duplicates in SQL in hindi

In this video I have explained in detail ” How to remove duplicates in SQL in hindi

Frequently Asked Questions :

How to delete all duplicate record except one record from the table?

Above shown through each & every method you can delete all duplicates except one record which is your base or original record.

How to remove duplicate data in Productions?

In production environment you can’t remove duplicates as I have shown ” Using Backup table ” because, in this method you have to drop the existing table but in production environment if you drop the original table then your application on which you are working it will get crushed.