"Data validation" refers to the process of checking data for accuracy, consistency, completeness, and correctness. This process ensures that the data captured, processed, or stored within a system meets required standards and is suitable for its intended use. Data validation is a crucial part of data quality assurance, helping to identify and correct errors before data is used for analysis or decision-making.
Typical software functions in the area of "Data Validation":
Input Data Validation:
Consistency Checks:
Error Detection and Correction:
Data Cleaning:
Integrity Checks:
Rule-Based Checks:
Reporting:
Logging and Traceability:
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