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This document describes how data rules apply to various types of data. Such rules exist to sustain the integrity and reliability of data by capturing requirements into a form that can be processed by databases and other information systems.The following are within the scope of this document:— fundamental concepts of data rules;— key characteristics of data rules for common types of data, where these types are identifier, currency value, quantity, date or time, rate, free-text entry, code and key;— how data profiling contributes to formulating effective data rules.The following is outside the scope of this document:— specific rules for specific sets of data.This document can be used in conjunction with or independently of standards for quality management systems.EXAMPLE 1 ISO 9001 specifies requirements for quality management systems.This document can also be used in conjunction with or independently of standards for more detailed definitions of data types.EXAMPLE 2 ISO/IEC 11404 specifies the nomenclature and shared semantics for a collection of datatypes commonly occurring in programming languages and software interfaces.EXAMPLE 3 IEC 61360-1 specifies principles for the definition of the properties and associated attributes and explains the methods for representing verbally defined concepts.