ISO 19157:2013
Geographic information — Data quality
ISO 19157:2013 establishes the principles for describing the quality of geographic data. It
- defines components for describing data quality;
- specifies components and content structure of a register for data quality measures;
- describes general procedures for evaluating the quality of geographic data;
- establishes principles for reporting data quality.
ISO 19157:2013 also defines a set of data quality measures for use in evaluating and reporting data quality. It is applicable to data producers providing quality information to describe and assess how well a data set conforms to its product specification and to data users attempting to determine whether or not specific geographic data are of sufficient quality for their particular application.
ISO 19157:2013 does not attempt to define minimum acceptable levels of quality for geographic data.
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Section sec_1
Section sec_2
Section sec_3
Section sec_4
Section sec_4.1
Section sec_4.2
Section sec_4.3
Section sec_4.4
Section sec_4.5
Section sec_4.6
Section sec_4.7
Section sec_4.8
Section sec_4.9
Section sec_4.10
Section sec_4.11
Section sec_4.12
Section sec_4.13
Section sec_4.14
Section sec_4.15
Section sec_4.16
Section sec_4.17
Section sec_4.18
Section sec_4.19
Section sec_4.20
Section sec_4.21
Section sec_4.22
Section sec_4.23
Section sec_4.24
Section sec_5
Section sec_5.1
Section sec_5.2
Section sec_6
Figure fig_1
Section sec_7
Section sec_7.1
Figure fig_2
Section sec_7.2
Figure fig_3
Section sec_7.3
Section sec_7.3.1
Figure fig_4
Section sec_7.3.2
Section sec_7.3.3
Section sec_7.3.4
Section sec_7.3.5
Section sec_7.3.6
Section sec_7.3.7
Section sec_7.4
Section sec_7.4.1
Figure fig_5
Section sec_7.4.2
Figure fig_6
Section sec_7.4.3
Figure fig_7
Section sec_7.4.4
Section sec_7.4.4.1
Figure fig_8
Section sec_7.4.4.2
Section sec_7.4.4.3
Section sec_7.4.4.4
Section sec_7.4.4.5
Section sec_7.5
Figure fig_9
Section sec_7.6
Figure fig_10
Section sec_8
Section sec_8.1
Section sec_8.2
Section sec_8.3
Section sec_8.4
Section sec_8.5
Figure fig_11
Section sec_8.6
Section sec_8.6.1
Section sec_8.6.2
Section sec_8.6.3
Section sec_8.6.4
Section sec_8.6.5
Section sec_8.6.6
Section sec_8.6.7
Section sec_8.6.8
Section sec_8.6.9
Section sec_8.6.10
Section sec_8.6.11
Section sec_8.6.12
Section sec_9
Section sec_9.1
Section sec_9.1.1
Section sec_9.1.2
Figure fig_12
Section sec_9.1.3
Table tab_1
Section sec_9.2
Section sec_9.2.1
Figure fig_13
Section sec_9.2.2
Section sec_9.2.3
Section sec_9.3
Section sec_10
Section sec_10.1
Figure fig_14
Section sec_10.2
Section sec_10.2.1
Section sec_10.2.2
Section sec_10.2.3
Annex sec_A
Annex sec_A.1
Annex sec_A.2
Annex sec_A.3
Annex sec_A.4
Annex sec_A.5
Annex sec_B
Annex sec_B.1
Figure fig_B.1
Annex sec_B.2
Annex sec_B.3
Annex sec_B.4
Annex sec_B.4.1
Annex sec_B.4.2
Annex sec_B.4.3
Annex sec_B.4.3.1
Table tab_B.1
Annex sec_B.4.3.2
Annex sec_B.4.3.2.1
Annex sec_B.4.3.2.2
Figure fig_B.2
Annex sec_B.4.3.2.3
Annex sec_C
Annex sec_C.1
Annex sec_C.1.1
Annex sec_C.1.2
Annex sec_C.1.3
Annex sec_C.1.4
Annex sec_C.1.4.1
Annex sec_C.1.4.2
Annex sec_C.1.4.3
Annex sec_C.1.4.4
Annex sec_C.1.5
Annex sec_C.1.6
Annex sec_C.1.7
Annex sec_C.2
Annex sec_C.2.1
Annex sec_C.2.1.1
Table tab_C.1
Annex sec_C.2.1.2
Table tab_C.2
Annex sec_C.2.1.3
Table tab_C.3
Annex sec_C.2.1.4
Table tab_C.4
Annex sec_C.2.1.5
Table tab_C.5
Annex sec_C.2.1.6
Table tab_C.6
Annex sec_C.2.2
Annex sec_C.2.2.1
Annex sec_C.2.2.2
Table tab_C.7
Annex sec_C.2.2.3
Table tab_C.8
Annex sec_C.2.2.4
Table tab_C.9
Annex sec_C.2.2.5
Table tab_C.10
Annex sec_C.2.2.6
Table tab_C.11
Annex sec_C.3
Annex sec_C.3.1
Annex sec_C.3.2
Table tab_C.12
Annex sec_C.3.3
Table tab_C.13
Annex sec_D
Annex sec_D.1
Annex sec_D.2
Annex sec_D.2.1
Table tab_D.1
Table tab_D.2
Table tab_D.3
Table tab_D.4
Annex sec_D.2.2
Table tab_D.5
Table tab_D.6
Table tab_D.7
Annex sec_D.3
Annex sec_D.3.1
Table tab_D.8
Table tab_D.9
Table tab_D.10
Table tab_D.11
Table tab_D.12
Table tab_D.13
Annex sec_D.3.2
Table tab_D.14
Table tab_D.15
Table tab_D.16
Table tab_D.17
Table tab_D.18
Annex sec_D.3.3
Table tab_D.19
Table tab_D.20
Table tab_D.21
Annex sec_D.3.4
Table tab_D.22
Table tab_D.23
Table tab_D.24
Table tab_D.25
Table tab_D.26
Table tab_D.27
Table tab_D.28
Annex sec_D.4
Annex sec_D.4.1
Annex sec_D.4.1.1
Table tab_D.29
Table tab_D.30
Table tab_D.31
Table tab_D.32
Table tab_D.33
Table tab_D.34
Annex sec_D.4.1.2
Table tab_D.35
Table tab_D.36
Table tab_D.37
Table tab_D.38
Table tab_D.39
Table tab_D.40
Table tab_D.41
Table tab_D.42
Table tab_D.43
Annex sec_D.4.1.3
Table tab_D.44
Table tab_D.45
Table tab_D.46
Table tab_D.47
Table tab_D.48
Table tab_D.49
Table tab_D.50
Table tab_D.51
Table tab_D.52
Table tab_D.53
Annex sec_D.4.2
Table tab_D.54
Table tab_D.55
Annex sec_D.4.3
Annex sec_D.5
Annex sec_D.5.1
Table tab_D.56
Table tab_D.57
Table tab_D.58
Table tab_D.59
Table tab_D.60
Table tab_D.61
Annex sec_D.5.2
Table tab_D.62
Annex sec_D.5.3
Annex sec_D.6
Annex sec_D.6.1
Table tab_D.63
Table tab_D.64
Table tab_D.65
Table tab_D.66
Table tab_D.67
Annex sec_D.6.2
Table tab_D.68
Table tab_D.69
Table tab_D.70
Annex sec_D.6.3
Table tab_D.71
Table tab_D.72
Table tab_D.73
Table tab_D.74
Table tab_D.75
Table tab_D.76
Annex sec_D.7
Table tab_D.77
Table tab_D.78
Table tab_D.79
Table tab_D.80
Table tab_D.81
Annex sec_E
Annex sec_E.1
Annex sec_E.2
Annex sec_E.2.1
Annex sec_E.2.1.1
Annex sec_E.2.1.2
Table tab_E.1
Annex sec_E.2.1.3
Annex sec_E.2.1.4
Annex sec_E.2.2
Figure fig_E.1
Figure fig_E.2
Figure fig_E.3
Annex sec_E.3
Annex sec_E.3.1
Annex sec_E.3.2
Annex sec_E.3.3
Annex sec_E.3.4
Annex sec_E.3.4.1
Figure fig_E.4
Annex sec_E.3.4.2
Table tab_E.2
Annex sec_E.3.4.3
Annex sec_E.3.4.3.1
Annex sec_E.3.4.3.2
Table tab_E.3
Annex sec_E.3.4.3.3
Table tab_E.4
Annex sec_E.3.4.3.4
Table tab_E.5
Annex sec_E.3.4.4
Annex sec_E.3.4.4.1
Annex sec_E.3.4.4.2
Table tab_E.6
Annex sec_E.3.4.4.3
Table tab_E.7
Annex sec_E.3.4.4.4
Table tab_E.8
Annex sec_E.3.4.5
Annex sec_E.3.4.5.1
Annex sec_E.3.4.5.2
Table tab_E.9
Annex sec_E.3.4.5.3
Table tab_E.10
Annex sec_E.3.4.6
Table tab_E.11
Annex sec_E.4
Annex sec_E.4.1
Annex sec_E.4.1.1
Annex sec_E.4.1.2
Table tab_E.12
Annex sec_E.4.1.3
Table tab_E.13
Annex sec_E.4.1.4
Table tab_E.14
Annex sec_E.4.2
Annex sec_E.5
Annex sec_E.5.1
Annex sec_E.5.2
Table tab_E.15
Annex sec_E.5.3
Table tab_E.16
Annex sec_E.5.4
Table tab_E.17
Table tab_E.18
Annex sec_F
Annex sec_F.1
Annex sec_F.2
Annex sec_F.3
Table tab_F.1
Figure fig_.1
Annex sec_F.4
Annex sec_F.4.1
Figure fig_.2
Annex sec_F.4.2
Annex sec_F.4.2.1
Annex sec_F.4.2.2
Annex sec_F.4.2.3
Annex sec_F.4.2.4
Annex sec_F.4.3
Annex sec_F.4.3.1
Annex sec_F.4.3.2
Figure fig_.3
Figure fig_.4
Annex sec_F.5
Annex sec_F.5.1
Annex sec_F.5.2
Annex sec_F.5.2.1
Annex sec_F.5.2.2
Annex sec_F.5.2.2.1
Annex sec_F.5.2.2.2
Table tab_F.2
Annex sec_F.5.2.2.3
Table tab_F.3
Table tab_F.4
Annex sec_F.5.3
Annex sec_F.5.3.1
Annex sec_F.5.3.2
Annex sec_F.5.3.3
Annex sec_F.5.3.4
Annex sec_F.5.3.5
Annex sec_F.5.3.6
Annex sec_G
Annex sec_G.1
Annex sec_G.2
Table tab_G.1
Annex sec_G.3
Annex sec_G.3.1
Annex sec_G.3.2
Table tab_G.2
Table tab_G.3
Table tab_G.4
Annex sec_G.3.3
Table tab_G.5
Annex sec_G.3.4
Table tab_G.6
Annex sec_H
Annex sec_H.1
Annex sec_H.2
Annex sec_H.2.1
Figure fig_H.1
Annex sec_H.2.2
Annex sec_H.2.3
Figure fig_H.2
Table tab_H.1
Table tab_H.2
Annex sec_I
Annex sec_I.1
Annex sec_I.2
Annex sec_I.2.1
Annex sec_I.2.2
Annex sec_I.2.3
Figure fig_I.1
Annex sec_I.3
Annex sec_I.3.1
Annex sec_I.3.2
Annex sec_I.3.3
Annex sec_I.3.4
Figure fig_I.2
Annex sec_I.4
Annex sec_I.4.1
Annex sec_I.4.1.1
Annex sec_I.4.1.2
Annex sec_I.4.1.3
Annex sec_I.4.2
Annex sec_I.4.2.1
Annex sec_I.4.2.2
Annex sec_I.4.2.3
Annex sec_I.4.2.4
Annex sec_I.4.2.5
Annex sec_I.4.3
Annex sec_I.4.4
Annex sec_I.4.4.1
Annex sec_I.4.4.2
Annex sec_I.4.4.3
Annex sec_I.4.4.4
Annex sec_I.4.5
Annex sec_I.4.5.1
Annex sec_I.4.5.2
Annex sec_I.5
Annex sec_I.5.1
Annex sec_I.5.2
Table tab_I.1
Annex sec_J
Annex sec_J.1
Annex sec_J.2
Annex sec_J.3
Table tab_J.1
Annex sec_J.4
Reference ref_1
Reference ref_2
Reference ref_3
Reference ref_4
Reference ref_5
Reference ref_6
Reference ref_7
Reference ref_8
Reference ref_9
Reference ref_10
Reference ref_11
Reference ref_12
Reference ref_13
Reference ref_14
Reference ref_15
Reference ref_16
Reference ref_17
Reference ref_18
Reference ref_19
Reference ref_20
Reference ref_21
Reference ref_22
Reference ref_23
Foreword
Introduction
1 Scope
2 Conformance
3 Normative references
4 Terms and definitions
5 Abbreviated terms
5.1 Abbreviations
5.2 Package abbreviations
6 Overview of data quality
7 Components of data quality
7.1 Overview of the components
7.2 Data quality unit
7.3 Data quality elements
7.4 Descriptors of data quality elements
7.5 Metaquality elements
7.6 Descriptors of a metaquality element
8 Data quality measures
8.1 General
8.2 Standardized data quality measures
8.3 User defined data quality measures
8.4 Catalogue of data quality measures
8.5 List of components
8.6 Component details
9 Data quality evaluation
9.1 The process for evaluating data quality
9.2 Data quality evaluation methods
9.3 Aggregation and derivation
10 Data quality reporting
10.1 General
10.2 Particular cases
Annex A (normative) Abstract test suites
Annex B (informative) Data quality concepts and their use
Annex C (normative) Data dictionary for data quality
Annex D (normative) List of standardized data quality measures
Annex E (informative) Evaluating and reporting data quality
Annex F (informative) Sampling methods for evaluating
Annex G (normative) Data quality basic measures
Annex H (informative) Management of data quality measures
Annex I (informative) Guidelines for the use of Quality Elements
Annex J (informative) Aggregation of data quality results
Bibliography
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Section sec_1
Section sec_2
Section sec_3
Section sec_4
Section sec_4.1
Section sec_4.2
Section sec_4.3
Section sec_4.4
Section sec_4.5
Section sec_4.6
Section sec_4.7
Section sec_4.8
Section sec_4.9
Section sec_4.10
Section sec_4.11
Section sec_4.12
Section sec_4.13
Section sec_4.14
Section sec_4.15
Section sec_4.16
Section sec_4.17
Section sec_4.18
Section sec_4.19
Section sec_4.20
Section sec_4.21
Section sec_4.22
Section sec_4.23
Section sec_4.24
Section sec_5
Section sec_5.1
Section sec_5.2
Section sec_6
Figure fig_1
Section sec_7
Section sec_7.1
Figure fig_2
Section sec_7.2
Figure fig_3
Section sec_7.3
Section sec_7.3.1
Figure fig_4
Section sec_7.3.2
Section sec_7.3.3
Section sec_7.3.4
Section sec_7.3.5
Section sec_7.3.6
Section sec_7.3.7
Section sec_7.4
Section sec_7.4.1
Figure fig_5
Section sec_7.4.2
Figure fig_6
Section sec_7.4.3
Figure fig_7
Section sec_7.4.4
Section sec_7.4.4.1
Figure fig_8
Section sec_7.4.4.2
Section sec_7.4.4.3
Section sec_7.4.4.4
Section sec_7.4.4.5
Section sec_7.5
Figure fig_9
Section sec_7.6
Figure fig_10
Section sec_8
Section sec_8.1
Section sec_8.2
Section sec_8.3
Section sec_8.4
Section sec_8.5
Figure fig_11
Section sec_8.6
Section sec_8.6.1
Section sec_8.6.2
Section sec_8.6.3
Section sec_8.6.4
Section sec_8.6.5
Section sec_8.6.6
Section sec_8.6.7
Section sec_8.6.8
Section sec_8.6.9
Section sec_8.6.10
Section sec_8.6.11
Section sec_8.6.12
Section sec_9
Section sec_9.1
Section sec_9.1.1
Section sec_9.1.2
Figure fig_12
Section sec_9.1.3
Table tab_1
Section sec_9.2
Section sec_9.2.1
Figure fig_13
Section sec_9.2.2
Section sec_9.2.3
Section sec_9.3
Section sec_10
Section sec_10.1
Figure fig_14
Section sec_10.2
Section sec_10.2.1
Section sec_10.2.2
Section sec_10.2.3
Annex sec_A
Annex sec_A.1
Annex sec_A.2
Annex sec_A.3
Annex sec_A.4
Annex sec_A.5
Annex sec_B
Annex sec_B.1
Figure fig_B.1
Annex sec_B.2
Annex sec_B.3
Annex sec_B.4
Annex sec_B.4.1
Annex sec_B.4.2
Annex sec_B.4.3
Annex sec_B.4.3.1
Table tab_B.1
Annex sec_B.4.3.2
Annex sec_B.4.3.2.1
Annex sec_B.4.3.2.2
Figure fig_B.2
Annex sec_B.4.3.2.3
Annex sec_C
Annex sec_C.1
Annex sec_C.1.1
Annex sec_C.1.2
Annex sec_C.1.3
Annex sec_C.1.4
Annex sec_C.1.4.1
Annex sec_C.1.4.2
Annex sec_C.1.4.3
Annex sec_C.1.4.4
Annex sec_C.1.5
Annex sec_C.1.6
Annex sec_C.1.7
Annex sec_C.2
Annex sec_C.2.1
Annex sec_C.2.1.1
Table tab_C.1
Annex sec_C.2.1.2
Table tab_C.2
Annex sec_C.2.1.3
Table tab_C.3
Annex sec_C.2.1.4
Table tab_C.4
Annex sec_C.2.1.5
Table tab_C.5
Annex sec_C.2.1.6
Table tab_C.6
Annex sec_C.2.2
Annex sec_C.2.2.1
Annex sec_C.2.2.2
Table tab_C.7
Annex sec_C.2.2.3
Table tab_C.8
Annex sec_C.2.2.4
Table tab_C.9
Annex sec_C.2.2.5
Table tab_C.10
Annex sec_C.2.2.6
Table tab_C.11
Annex sec_C.3
Annex sec_C.3.1
Annex sec_C.3.2
Table tab_C.12
Annex sec_C.3.3
Table tab_C.13
Annex sec_D
Annex sec_D.1
Annex sec_D.2
Annex sec_D.2.1
Table tab_D.1
Table tab_D.2
Table tab_D.3
Table tab_D.4
Annex sec_D.2.2
Table tab_D.5
Table tab_D.6
Table tab_D.7
Annex sec_D.3
Annex sec_D.3.1
Table tab_D.8
Table tab_D.9
Table tab_D.10
Table tab_D.11
Table tab_D.12
Table tab_D.13
Annex sec_D.3.2
Table tab_D.14
Table tab_D.15
Table tab_D.16
Table tab_D.17
Table tab_D.18
Annex sec_D.3.3
Table tab_D.19
Table tab_D.20
Table tab_D.21
Annex sec_D.3.4
Table tab_D.22
Table tab_D.23
Table tab_D.24
Table tab_D.25
Table tab_D.26
Table tab_D.27
Table tab_D.28
Annex sec_D.4
Annex sec_D.4.1
Annex sec_D.4.1.1
Table tab_D.29
Table tab_D.30
Table tab_D.31
Table tab_D.32
Table tab_D.33
Table tab_D.34
Annex sec_D.4.1.2
Table tab_D.35
Table tab_D.36
Table tab_D.37
Table tab_D.38
Table tab_D.39
Table tab_D.40
Table tab_D.41
Table tab_D.42
Table tab_D.43
Annex sec_D.4.1.3
Table tab_D.44
Table tab_D.45
Table tab_D.46
Table tab_D.47
Table tab_D.48
Table tab_D.49
Table tab_D.50
Table tab_D.51
Table tab_D.52
Table tab_D.53
Annex sec_D.4.2
Table tab_D.54
Table tab_D.55
Annex sec_D.4.3
Annex sec_D.5
Annex sec_D.5.1
Table tab_D.56
Table tab_D.57
Table tab_D.58
Table tab_D.59
Table tab_D.60
Table tab_D.61
Annex sec_D.5.2
Table tab_D.62
Annex sec_D.5.3
Annex sec_D.6
Annex sec_D.6.1
Table tab_D.63
Table tab_D.64
Table tab_D.65
Table tab_D.66
Table tab_D.67
Annex sec_D.6.2
Table tab_D.68
Table tab_D.69
Table tab_D.70
Annex sec_D.6.3
Table tab_D.71
Table tab_D.72
Table tab_D.73
Table tab_D.74
Table tab_D.75
Table tab_D.76
Annex sec_D.7
Table tab_D.77
Table tab_D.78
Table tab_D.79
Table tab_D.80
Table tab_D.81
Annex sec_E
Annex sec_E.1
Annex sec_E.2
Annex sec_E.2.1
Annex sec_E.2.1.1
Annex sec_E.2.1.2
Table tab_E.1
Annex sec_E.2.1.3
Annex sec_E.2.1.4
Annex sec_E.2.2
Figure fig_E.1
Figure fig_E.2
Figure fig_E.3
Annex sec_E.3
Annex sec_E.3.1
Annex sec_E.3.2
Annex sec_E.3.3
Annex sec_E.3.4
Annex sec_E.3.4.1
Figure fig_E.4
Annex sec_E.3.4.2
Table tab_E.2
Annex sec_E.3.4.3
Annex sec_E.3.4.3.1
Annex sec_E.3.4.3.2
Table tab_E.3
Annex sec_E.3.4.3.3
Table tab_E.4
Annex sec_E.3.4.3.4
Table tab_E.5
Annex sec_E.3.4.4
Annex sec_E.3.4.4.1
Annex sec_E.3.4.4.2
Table tab_E.6
Annex sec_E.3.4.4.3
Table tab_E.7
Annex sec_E.3.4.4.4
Table tab_E.8
Annex sec_E.3.4.5
Annex sec_E.3.4.5.1
Annex sec_E.3.4.5.2
Table tab_E.9
Annex sec_E.3.4.5.3
Table tab_E.10
Annex sec_E.3.4.6
Table tab_E.11
Annex sec_E.4
Annex sec_E.4.1
Annex sec_E.4.1.1
Annex sec_E.4.1.2
Table tab_E.12
Annex sec_E.4.1.3
Table tab_E.13
Annex sec_E.4.1.4
Table tab_E.14
Annex sec_E.4.2
Annex sec_E.5
Annex sec_E.5.1
Annex sec_E.5.2
Table tab_E.15
Annex sec_E.5.3
Table tab_E.16
Annex sec_E.5.4
Table tab_E.17
Table tab_E.18
Annex sec_F
Annex sec_F.1
Annex sec_F.2
Annex sec_F.3
Table tab_F.1
Figure fig_.1
Annex sec_F.4
Annex sec_F.4.1
Figure fig_.2
Annex sec_F.4.2
Annex sec_F.4.2.1
Annex sec_F.4.2.2
Annex sec_F.4.2.3
Annex sec_F.4.2.4
Annex sec_F.4.3
Annex sec_F.4.3.1
Annex sec_F.4.3.2
Figure fig_.3
Figure fig_.4
Annex sec_F.5
Annex sec_F.5.1
Annex sec_F.5.2
Annex sec_F.5.2.1
Annex sec_F.5.2.2
Annex sec_F.5.2.2.1
Annex sec_F.5.2.2.2
Table tab_F.2
Annex sec_F.5.2.2.3
Table tab_F.3
Table tab_F.4
Annex sec_F.5.3
Annex sec_F.5.3.1
Annex sec_F.5.3.2
Annex sec_F.5.3.3
Annex sec_F.5.3.4
Annex sec_F.5.3.5
Annex sec_F.5.3.6
Annex sec_G
Annex sec_G.1
Annex sec_G.2
Table tab_G.1
Annex sec_G.3
Annex sec_G.3.1
Annex sec_G.3.2
Table tab_G.2
Table tab_G.3
Table tab_G.4
Annex sec_G.3.3
Table tab_G.5
Annex sec_G.3.4
Table tab_G.6
Annex sec_H
Annex sec_H.1
Annex sec_H.2
Annex sec_H.2.1
Figure fig_H.1
Annex sec_H.2.2
Annex sec_H.2.3
Figure fig_H.2
Table tab_H.1
Table tab_H.2
Annex sec_I
Annex sec_I.1
Annex sec_I.2
Annex sec_I.2.1
Annex sec_I.2.2
Annex sec_I.2.3
Figure fig_I.1
Annex sec_I.3
Annex sec_I.3.1
Annex sec_I.3.2
Annex sec_I.3.3
Annex sec_I.3.4
Figure fig_I.2
Annex sec_I.4
Annex sec_I.4.1
Annex sec_I.4.1.1
Annex sec_I.4.1.2
Annex sec_I.4.1.3
Annex sec_I.4.2
Annex sec_I.4.2.1
Annex sec_I.4.2.2
Annex sec_I.4.2.3
Annex sec_I.4.2.4
Annex sec_I.4.2.5
Annex sec_I.4.3
Annex sec_I.4.4
Annex sec_I.4.4.1
Annex sec_I.4.4.2
Annex sec_I.4.4.3
Annex sec_I.4.4.4
Annex sec_I.4.5
Annex sec_I.4.5.1
Annex sec_I.4.5.2
Annex sec_I.5
Annex sec_I.5.1
Annex sec_I.5.2
Table tab_I.1
Annex sec_J
Annex sec_J.1
Annex sec_J.2
Annex sec_J.3
Table tab_J.1
Annex sec_J.4
Reference ref_1
Reference ref_2
Reference ref_3
Reference ref_4
Reference ref_5
Reference ref_6
Reference ref_7
Reference ref_8
Reference ref_9
Reference ref_10
Reference ref_11
Reference ref_12
Reference ref_13
Reference ref_14
Reference ref_15
Reference ref_16
Reference ref_17
Reference ref_18
Reference ref_19
Reference ref_20
Reference ref_21
Reference ref_22
Reference ref_23
Foreword
Introduction
1 Scope
2 Conformance
3 Normative references
4 Terms and definitions
5 Abbreviated terms
5.1 Abbreviations
5.2 Package abbreviations
6 Overview of data quality
7 Components of data quality
7.1 Overview of the components
7.2 Data quality unit
7.3 Data quality elements
7.4 Descriptors of data quality elements
7.5 Metaquality elements
7.6 Descriptors of a metaquality element
8 Data quality measures
8.1 General
8.2 Standardized data quality measures
8.3 User defined data quality measures
8.4 Catalogue of data quality measures
8.5 List of components
8.6 Component details
9 Data quality evaluation
9.1 The process for evaluating data quality
9.2 Data quality evaluation methods
9.3 Aggregation and derivation
10 Data quality reporting
10.1 General
10.2 Particular cases
Annex A (normative) Abstract test suites
Annex B (informative) Data quality concepts and their use
Annex C (normative) Data dictionary for data quality
Annex D (normative) List of standardized data quality measures
Annex E (informative) Evaluating and reporting data quality
Annex F (informative) Sampling methods for evaluating
Annex G (normative) Data quality basic measures
Annex H (informative) Management of data quality measures
Annex I (informative) Guidelines for the use of Quality Elements
Annex J (informative) Aggregation of data quality results
Bibliography