What is Normalization?
Normalization is a database design technique which organizes tables in a
manner that reduces redundancy and dependency of data.
It divides larger tables to smaller tables and links them using relationships.
In this tutorial, you will learn-
Theory of Data Normalization in SQL is still being developed further. For example, there are discussions even on 6th Normal Form. However, in most practical applications, normalization achieves its best in 3rd Normal Form. The evolution of Normalization theories is illustrated below-
Here you see Movies Rented column has multiple values.
In our database, we have two people with the same name Robert Phil, but they live in different places.
Hence, we require both Full Name and Address to identify a record uniquely. That is a composite key.
Let's move into second normal form 2NF
We have divided our 1NF table into two tables viz. Table 1 and Table2. Table 1 contains member information. Table 2 contains information on movies rented.
We have introduced a new column called Membership_id which is the primary key for table 1. Records can be uniquely identified in Table 1 using membership id
Why do you need a foreign key?
Suppose an idiot inserts a record in Table B such as
You will only be able to insert values into your foreign key that exist in the unique key in the parent table. This helps in referential integrity.
The above problem can be overcome by declaring membership id from Table2 as foreign key of membership id from Table1
Now, if somebody tries to insert a value in the membership id field that does not exist in the parent table, an error will be shown!
Consider the table 1. Changing the non-key column Full Name may change Salutation.
Let's move into 3NF
It divides larger tables to smaller tables and links them using relationships.
In this tutorial, you will learn-
- Database Normal Forms
- 1NF Rules
- What is a KEY?
- What is Composite Key
- 2NF Rules
- Database - Foreign Key
- What are transitive functional dependencies?
- 3NF Rules
- Boyce-Codd Normal Form (BCNF)
Theory of Data Normalization in SQL is still being developed further. For example, there are discussions even on 6th Normal Form. However, in most practical applications, normalization achieves its best in 3rd Normal Form. The evolution of Normalization theories is illustrated below-
Database Normalization Examples -
Assume a video library maintains a database of movies rented out. Without any normalization, all information is stored in one table as shown below.Database Normal Forms
Now let's move into 1st Normal Forms1NF (First Normal Form) Rules
- Each table cell should contain a single value.
- Each record needs to be unique.
1NF Example
Before we proceed let's understand a few things --
Note: Columns in a table that are NOT used to identify a record uniquely are called non-key columns.
What is a Primary Key?
What is a KEY?
A KEY is a value used to identify a record in a table uniquely. A KEY could be a single column or combination of multiple columnsNote: Columns in a table that are NOT used to identify a record uniquely are called non-key columns.
What is a Primary Key?
What is Composite Key?
A composite key is a primary key composed of multiple columns used to identify a record uniquelyIn our database, we have two people with the same name Robert Phil, but they live in different places.
Let's move into second normal form 2NF
2NF (Second Normal Form) Rules
- Rule 1- Be in 1NF
- Rule 2- Single Column Primary Key
We have divided our 1NF table into two tables viz. Table 1 and Table2. Table 1 contains member information. Table 2 contains information on movies rented.
We have introduced a new column called Membership_id which is the primary key for table 1. Records can be uniquely identified in Table 1 using membership id
Database - Foreign Key
In Table 2, Membership_ID is the Foreign KeySuppose an idiot inserts a record in Table B such as
You will only be able to insert values into your foreign key that exist in the unique key in the parent table. This helps in referential integrity.
The above problem can be overcome by declaring membership id from Table2 as foreign key of membership id from Table1
Now, if somebody tries to insert a value in the membership id field that does not exist in the parent table, an error will be shown!
What are transitive functional dependencies?
A transitive functional dependency is when changing a non-key column, might cause any of the other non-key columns to changeConsider the table 1. Changing the non-key column Full Name may change Salutation.
Let's move into 3NF
3NF (Third Normal Form) Rules
- Rule 1- Be in 2NF
- Rule 2- Has no transitive functional dependencies
3NF Example
We have again divided our tables and created a new table which stores Salutations.
There are no transitive functional dependencies, and hence our table is in 3NF
In Table 3 Salutation ID is primary key, and in Table 1 Salutation ID is foreign to primary key in Table 3
Now our little example is at a level that cannot further be decomposed
to attain higher forms of normalization. In fact, it is already in
higher normalization forms. Separate efforts for moving into next levels
of normalizing data are normally needed in complex databases. However,
we will be discussing next levels of normalizations in brief in the
following.
There are no transitive functional dependencies, and hence our table is in 3NF
In Table 3 Salutation ID is primary key, and in Table 1 Salutation ID is foreign to primary key in Table 3
Boyce-Codd Normal Form (BCNF)
Even when a database is in 3rd Normal Form, still there would be anomalies resulted if it has more than one Candidate Key.
Sometimes is BCNF is also referred as 3.5 Normal Form.
That's all to Normalization!!! Sometimes is BCNF is also referred as 3.5 Normal Form.
4NF (Fourth Normal Form) Rules
If no database table instance contains two or more, independent and multivalued data describing the relevant entity, then it is in 4th Normal Form.5NF (Fifth Normal Form) Rules
A table is in 5th Normal Form only if it is in 4NF and it cannot be decomposed into any number of smaller tables without loss of data.6NF (Sixth Normal Form) Proposed
6th Normal Form is not standardized, yet however, it is being discussed by database experts for some time. Hopefully, we would have a clear & standardized definition for 6th Normal Form in the near future...Summary
- Database designing is critical to the successful implementation of a database management system that meets the data requirements of an enterprise system.
- Normalization helps produce database systems that are cost-effective and have better security models.
- Functional dependencies are a very important component of the normalize data process
- Most database systems are normalized database up to the third normal forms.
- A primary uniquely identifies are record in a Table and cannot be null
- A foreign key helps connect table and references a primary key
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