Normalize this table to the third normal formLoanIDMemberNameMemberIDBook1DueDate1Book2DueDate2Book3DueDate39001Sarah Adams101Introduction to SQL2024-08-10Python Programming2024-08-15--9002Mark Taylor102Data Structures2024-09-05Algorithms2024-09-10SQL Fundamentals2024-09-159003Jessica Lee103
Question
Normalize this table to the third normal formLoanIDMemberNameMemberIDBook1DueDate1Book2DueDate2Book3DueDate39001Sarah Adams101Introduction to SQL2024-08-10Python Programming2024-08-15--9002Mark Taylor102Data Structures2024-09-05Algorithms2024-09-10SQL Fundamentals2024-09-159003Jessica Lee103
Solution
Normalization is a process in database design that reduces data redundancy and eliminates undesirable characteristics like Insertion, Update and Deletion Anomalies. Normalization rules are divided into several normal forms; the first three of which are the most widely used.
The table you provided is currently in an unnormalized form (0NF) because it contains repeating groups (Book and DueDate).
Let's normalize this table step by step:
- First Normal Form (1NF):
- Each table cell should contain a single value.
- Each record needs to be unique.
To achieve this, we can break down the table into two tables:
Table 1: MemberLoan
| LoanID | MemberName | MemberID |
|---|---|---|
| 9001 | Sarah Adams | 101 |
| 9002 | Mark Taylor | 102 |
| 9003 | Jessica Lee | 103 |
Table 2: LoanDetails
| LoanID | Book | DueDate |
|---|---|---|
| 9001 | Introduction to SQL | 2024-08-10 |
| 9001 | Python Programming | 2024-08-15 |
| 9002 | Data Structures | 2024-09-05 |
| 9002 | Algorithms | 2024-09-10 |
| 9002 | SQL Fundamentals | 2024-09-15 |
- Second Normal Form (2NF):
- It should be in 1NF.
- All non-key attributes should be fully functional dependent on the primary key.
Our tables are already in 2NF because all non-key attributes (MemberName in the MemberLoan table and Book, DueDate in the LoanDetails table) are dependent on the primary key (LoanID).
- Third Normal Form (3NF):
- It should be in 2NF.
- There should be no transitive functional dependency.
To achieve this, we can further break down the MemberLoan table into two tables to remove the transitive functional dependency (MemberName is dependent on MemberID):
Table 1: Member
| MemberID | MemberName |
|---|---|
| 101 | Sarah Adams |
| 102 | Mark Taylor |
| 103 | Jessica Lee |
Table 2: Loan
| LoanID | MemberID |
|---|---|
| 9001 | 101 |
| 9002 | 102 |
| 9003 | 103 |
Table 3: LoanDetails remains the same.
Now, all tables are in Third Normal Form (3NF).
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