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Database normalization information


Database normalization is the process of structuring a relational database in accordance with a series of so-called normal forms in order to reduce data redundancy and improve data integrity. It was first proposed by British computer scientist Edgar F. Codd as part of his relational model.

Normalization entails organizing the columns (attributes) and tables (relations) of a database to ensure that their dependencies are properly enforced by database integrity constraints. It is accomplished by applying some formal rules either by a process of synthesis (creating a new database design) or decomposition (improving an existing database design).

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Database normalization

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Database normalization is the process of structuring a relational database in accordance with a series of so-called normal forms in order to reduce data...

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Normalization

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Look up normalization, normalisation, or normalisâtion in Wiktionary, the free dictionary. Normalization or normalisation refers to a process that makes...

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Database design

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Machine "An Introduction to Database Normalization". Archived from the original on 2011-06-06. Retrieved 2012-02-25. "Normalization". Archived from the original...

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Denormalization

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previously-normalized database to increase performance. In computing, denormalization is the process of trying to improve the read performance of a database, at...

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Unnormalized form

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database normalization, unnormalized form (UNF or 0NF), also known as an unnormalized relation or non-first normal form (N1NF or NF2), is a database data...

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Fourth normal form

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is a normal form used in database normalization. Introduced by Ronald Fagin in 1977, 4NF is the next level of normalization after Boyce–Codd normal form...

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Canonical form

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called data normalization. For instance, database normalization is the process of organizing the fields and tables of a relational database to minimize...

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Data warehouse

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does business. In the normalized approach, the data in the data warehouse are stored following, to a degree, database normalization rules. Tables are grouped...

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Sixth normal form

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Sixth normal form (6NF) is a normal form used in relational database normalization which extends the relational algebra and generalizes relational operators...

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Bitemporal modeling

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considered different from dimensional modeling and complementary to database normalization. The SQL:2011 standard provides language constructs for working with...

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Functional dependency

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dependencies is an important part of designing databases in the relational model, and in database normalization and denormalization. A simple application of...

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Database refactoring

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legacy database schema. Database refactorings are often motivated by the desire for database normalization of an existing production database, typically...

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First normal form

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no table column can have tables as values. Database normalization is the process of representing a database in terms of relations in standard normal forms...

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Relational model

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of tuples, grouped into relations. A database organized in terms of the relational model is a relational database. The purpose of the relational model...

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Third normal form

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system Codd, E. F. "Further Normalization of the Data Base Relational Model", p. 34. Codd, E. F. "Further Normalization of the Data Base Relational Model"...

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Text normalization

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to be processed afterwards; there is no all-purpose normalization procedure. Text normalization is frequently used when converting text to speech. Numbers...

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Second normal form

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Second normal form (2NF), in database normalization, is a normal form that is met if each attribute that is not part of the primary key depends on all...

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Database

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creating a logical database design using this model uses a methodical approach known as normalization. The goal of normalization is to ensure that each...

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Database administration

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Database administration is the function of managing and maintaining database management systems (DBMS) software. Mainstream DBMS software such as Oracle...

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Fifth normal form

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projection–join normal form (PJ/NF), is a level of database normalization designed to remove redundancy in relational databases recording multi-valued facts by isolating...

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Data redundancy

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corruption and generally should be avoided by design; applying database normalization prevents redundancy and makes the best possible usage of storage...

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MNIST database

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from NIST were normalized to fit into a 28x28 pixel bounding box and anti-aliased, which introduced grayscale levels. The MNIST database contains 60,000...

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Unicode equivalence

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necessarily true. The standard also defines a text normalization procedure, called Unicode normalization, that replaces equivalent sequences of characters...

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Single source of truth

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edited) in only one place, providing data normalization to a canonical form (for example, in database normalization or content transclusion). There are several...

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