IS/ISO/TS 8000 : Part 81 : 2021 Data Quality - Part 81 Data Quality Assessment - Profiling

ICS 25.040.40

PGD 18

NATIONAL FOREWORD

This Indian Standard (Part 81) which is identical to ISO/TS 8000-81 : 2021 'Data quality - Part 81: Data quality assessment - Profiling' issued by the International Organization for Standardization (ISO) was adopted by the Bureau of Indian Standards on recommendation of the Industrial Automation Systems and Robotics Sectional Committee and approval of the Production and General Engineering Division Council.

Other parts in this series are:

Part 1 Overview
Part 2 Vocabulary
Part 8 Information and data quality - Concepts and measuring
Part 60 Data quality management - Overview
Part 61 Data quality management - Process reference model
Part 62 Data quality management- Organizational process maturity assessment - Application of standards relating to process assessment
Part 63 Data quality management: Process measurement
Part 64 Data quality management - Organizational process maturity assessment - Application of the test process Improvement method
Part 65 Data quality managemen - Process measurement questionnaire
Part 66 Data quality managemen - Assessment indicators for data processing in manufacturing operations
Part 82 Data quality assessment: Creating data rules
Part 100 Master data - Exchange of characteristic data - Overview
Part 110 Master data - Exchange of characteristic data - Syntax, semantic encoding, and conformance to data specification
Part 115 Master data - Exchange of quality identifiers: Syntactic, semantic and resolution requirements
Part 116 Master data - Exchange of quality identifiers - Application of ISO 8000-115 to authoritative legal entity identifiers
Part 120 Master data - Exchange of characteristic data - Provenance
Part 130 Master data - Exchange of characteristic data - Accuracy
Part 140 Master data - Exchange of characteristic data - Completeness
Part 150 Data quality management - Roles and responsibilities
Part 311 Guidance for the application of product data quality for shape (PDQ-S)

A list of all the parts in the IS/ISO 8000 series can be found on the BIS and ISO websites.

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.

The text of ISO standard has been approved as suitable for publication as an Indian Standard without deviations. Certain conventions are, however, not identical to those used in Indian Standards. Attention is particularly drawn to the following:

a) Wherever the words 'International Standard' appear referring to this standard, they should be read as 'Indian Standard'; and

b) Comma (,) has been used as a decimal marker while in Indian Standards, the current practice is to use a point (.) as the decimal marker.