Value mapping, in the context of software and data management, refers to the process of transforming data values from one format or representation to another, often according to a predefined set of rules or a lookup table. This is essential for data integration, ensuring compatibility between different systems or data sources that may use different coding schemes, units of measure, or naming conventions. Common use cases include translating currency codes, standardizing address formats, converting units of measure (e.g., Celsius to Fahrenheit), or mapping categorical data (e.g., 'Yes/No' to '1/0'). Value mapping can be implemented using various techniques, including lookup tables, scripting languages, and specialized data transformation tools.
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