Normalization with Examples
According to
the database rules, below are the lists of Normalization forms
1.
1NF (Eliminating Repeating Groups)
Make a separate table for each set of related attributes and give each
table a primary key. In simple words I can say it as
- There are no repeating or duplicate fields.
- Each cell contains only a single value.
- Each record is unique and identified by primary key
Let’s see
the example below:
Prior to
Normalization
Item Colors Price
Tax
Pen red, blue 2.0 0.20
Scale red, yellow 2.0 0.20
Pen red, blue 2.0 0.20
Bag
blue, black 150.00 7.80
This table
is not in first normal form because:
- There are multiple fields in color lab.
- Records are repeating (Duplicate records) or no primary key.
First Normal
Form (1NF)
Item
Colors Price
Tax
Pen red
2.0 0.20
Pen blue 2.0 0.20
Scale red 2.0 0.20
Scale yellow 2.0 0.20
Bag blue 150.00 7.80
Bag black 150.00 7.80
This table
is now in first normal form.
2.
2 NF (Eliminating Redundant Data)
If an attribute is dependent on only part of the multivalued key, then
remove it to a separate table. In simple words,
- It should meet all the requirements of the first normal form.
- It should remove subsets of data that apply to multiple rows of a table and place them in separate tables.
- It creates relationships between these new tables and their predecessors through the use of foreign keys.
The First
Normal form deals with the atomicity whereas the Second Normal Form deals with
the relationship between the composite key columns and non-key columns. To
achieve the next progressive level your table should satisfy the requirement of
First Normal Form then move towards the Second Normal Form.
Let’s
introduce a Review table as an example:
Item Colors
Price Tax
Pen red 2.0 0.20
Pen
blue 2.0 0.20
Scale red 2.0 0.20
Scale yellow
2.0 0.20
Bag
blue 150.00
7.80
Bag black
150.00 7.80
Table is not
in Second Normal Form because the price and tax depends on the item, but not
color.
Item Colors
Pen
red
Pen
blue
Scale
red
Scale
yellow
Bag
blue
Bag
black
Item Price
Tax
Pen 2.0 0.20
Scale 2.0
0.20
Bag
150.00 7.80
Tables are
now in Second Normal Form.
3.
3NF (eliminate Columns not dependent on the Key)
If attributes do not contribute description of the key, then remove it
to the separate table. All the attributes must be directly dependent on the
primary key. In simple words,
- It should meet all the requirements of the second normal form.
- It should remove columns that are not dependent upon the primary key.
- In the Third Normal Form all columns depend upon the primary key. When one column depends upon the other column, tables break the rule and turn into the dependency on the primary key.
Item Colors
Pen
red
Pen
blue
Scale
red
Scale
yellow
Bag
blue
Bag
black
Item Price
Tax
Pen
2.0 0.20
Scale
2.0 0.20
Bag 150.00
7.80
Tables are
not in Second Normal Form because tax depends on price, not item.
Item Colors
Pen red
Pen
blue
Scale red
Scale yellow
Bag blue
Bag black
Item Price
Pen 2.0
Scale 2.0
Bag 150.00
Price Tax
2.0 0.20
150.00 7.80
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