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ISO/TS 8000-81:2021

Data quality - Part 81: Data quality assessment: Profiling
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ISO/TS 8000-81:2021

Data quality - Part 81: Data quality assessment: Profiling

PUBLISH DATE 2021
ISO/TS 8000-81:2021

This document specifies a procedure for data profiling to generate the foundation for performing data quality assessment. This profiling is applicable to data sets that are either originally in a structure of tables and columns or are the output from a transformation to create such a structure.

NOTE 1 Data profiling is applicable to all types of database technology.

The following are within the scope of this document:

  • performing structure analysis to determine data element concepts;
  • performing column analysis to identify relevant data elements, including statistics about a data set;
  • performing relationship analysis to identify dependencies in a data set.

The following are outside the scope of this document:

  • methods for extracting and sampling data to be profiled from a data set;
  • deriving data rules;
  • measuring the extent of nonconformities in a data set.

NOTE 2 ISO 8000-8 specifies approaches to measuring data and information quality.

This document can be used in conjunction with, or independently of, quality management systems standards.

SDO ISO: International Organization for Standardization
Document Number ISO/TS 8000
Publication Date May 1, 2021
Language en - English
Page Count
Revision Level
Supercedes
Committee ISO/TC 184/SC 4
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