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data_quality_dimension:completeness [2023/03/24 18:04]
peter
data_quality_dimension:completeness [2024/03/08 13:33] (current)
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 ===Definitions===  ===Definitions=== 
   * Completeness of [[data_concept:data value|data values]] is the degree to which all required [[data_concept:data value|data values]] are present.   * Completeness of [[data_concept:data value|data values]] is the degree to which all required [[data_concept:data value|data values]] are present.
-Furthermore 
   * Completeness of [[data_concept:data element|data elements]] is the degree to which all required [[data_concept:data element|data elements]] in the [[data_concept:dataset|dataset]] are present.   * Completeness of [[data_concept:data element|data elements]] is the degree to which all required [[data_concept:data element|data elements]] in the [[data_concept:dataset|dataset]] are present.
   * Completeness of [[data_concept:data record|data records]] is the degree to which all required [[data_concept:data record|data records]] in the [[data_concept:dataset|dataset]] are present.   * Completeness of [[data_concept:data record|data records]] is the degree to which all required [[data_concept:data record|data records]] in the [[data_concept:dataset|dataset]] are present.
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 ===Relations=== ===Relations===
-Completeness is a [[general_term:characteristic|characteristic]] of [[data_concept:data value|data values]][[data_concept:data element|data elements]][[data_concept:data record|data records]][[data_concept:data file|data files]] and [[data_quality_management_system:metadata|metadata]].+|Completenessis a [[general_term:characteristic|characteristic]] of |[[data_concept:data value|data values]]
 +|Completeness| is a [[general_term:characteristic|characteristic]] of |[[data_concept:data element|data elements]]
 +|Completeness| is a [[general_term:characteristic|characteristic]] of |[[data_concept:data record|data records]]
 +|Completeness| is a [[general_term:characteristic|characteristic]] of |[[data_concept:data file|data files]]
 +|Completeness| is a [[general_term:characteristic|characteristic]] of |[[data_quality_management_system:metadata|metadata]]
  
 ===Examples=== ===Examples===
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 ^ Name     ^ Email  ^ ^ Name     ^ Email  ^
 | Johnson  |        | | Johnson  |        |
 +E-mail is missing value for Johnson.
 +
 +==Incomplete data element==
 +^ Surname   ^ City   ^
 +| Williams  | Paris  |
 +First name is missing as data element.
 +
 +==Incomplete data records==
 +^ Surname        ^ City   ^
 +| Hank Williams  | Paris  |
 +Steve Kerr is missing in this file.
 +
 +==Incomplete data files==
 +A reference file for all cities in UK is missing.
 +
 +==Incomplete metadata==
 +^ Data element^ Data type  ^ Definition^
 +| Name   |Character | |
 +Definition of data element 'Name' is missing.
  
  
 ===Reference(s)=== ===Reference(s)===
 DAMA NL (2020). Dimensions of Data Quality (DDQ). Research paper. https://www.dama-nl.org/wp-content/uploads/2020/09/DDQ-Dimensions-of-Data-Quality-Research-Paper-version-1.2-d.d.-3-Sept-2020.pdf DAMA NL (2020). Dimensions of Data Quality (DDQ). Research paper. https://www.dama-nl.org/wp-content/uploads/2020/09/DDQ-Dimensions-of-Data-Quality-Research-Paper-version-1.2-d.d.-3-Sept-2020.pdf
 +
 +{{tag>All DataQualityDimension}}
data_quality_dimension/completeness.1679681067.txt.gz · Last modified: 2024/03/08 13:33 (external edit)