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data_quality_management_system:data_quality_monitoring [2023/02/26 17:36]
peter 		data_quality_management_system:data_quality_monitoring [2025/06/01 17:50] (current)
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-=== Data quality monitoring === +===== Data quality monitoring =====
- +
-=== Introduction === +
-This factsheet describes knowledge about data quality monitoring in a nutshell. Data quality monitoring is highlighted from different angles in a structured way.+
  
 === Definition === === Definition ===
-Data quality monitoring is the process of detecting and reporting data issues.+Data quality monitoring is [[general_term/monitoring|monitoring]] with regard to [[data_quality_management_system/data_quality_issue|data quality issues]].
  
 === Synonyms === === Synonyms ===
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   * To be able to correct data issues and to analyse the cause of data issues (see factsheet data issues).   * To be able to correct data issues and to analyse the cause of data issues (see factsheet data issues).
  
-=== Procedure to manage Data quality monitoring ===+=== Life cycle===
  
 ^ Phase ^ Activity ^  ^ Phase ^ Activity ^ 
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 | Act   | * Adapt the data quality rules.\\ * Make other changes: scope, tool, roles and responsibilities. |  | Act   | * Adapt the data quality rules.\\ * Make other changes: scope, tool, roles and responsibilities. | 
  
-=== Characteristics and requirements ===+=== Characteristics ===
 ^ Characteristic ^ Requirement ^ ^ Characteristic ^ Requirement ^
 | Efficiency    | Data quality monitoring should be done efficiently and cost-effective. |  | Efficiency    | Data quality monitoring should be done efficiently and cost-effective. | 
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 === Relations === === Relations ===
-  * Data quality monitoring is part of the [[data_quality_management_system:data_quality_management_system|data quality management system]]. +|Data quality monitoring|is child of|[[general_term/monitoring|monitoring]]| 
-  * **Data quality monitoring** can be focussed on [[data_quality_management_system:critical_data_elements|critical data elements]].  +|Data quality monitoring| is an element of a |[[data_quality_general:data_quality_management_system|data quality management system]]| 
-  * **Data quality monitoring** detects and reports [[data_quality_management_system:data_issue|data issues]]. +|Data quality monitoring| can be focussed on |[[data_quality_management_system:critical_data_element|critical data elements]]| 
-  * **Data quality monitoring** can be input for or is part of [[data_quality_management_system:data_cleansing|data cleansing]]. +|Data quality monitoring| detects and reports |[[data_quality_management_system:data_quality_issue|data quality issues]]| 
-  * **Data quality monitoring** can be applied to various [[data_quality_general:data_quality_dimension|data quality dimensions]]. +|Data quality monitoring| can be input for or is part of |[[data_quality_management_system:data_cleansing|data cleansing]]| 
-  * **Data quality monitoring** is assigned to [[data_quality_management_system/roles_and_responsibilities|roles and responsibilities]]. +|Data quality monitoring| can be applied to various |[[data_quality_general:data_quality_dimension|data quality dimensions]]| 
-  * **Data quality monitoring** will monitor the quality of the **data suppliers** source data.+|Data quality monitoring| is assigned to |[[data_quality_management_system/roles_and_responsibilities|roles and responsibilities]]| 
 +|Data quality monitoring| will monitor the quality of the data of |[[data_quality_management_system:data_supplier|data suppliers]]| 
 +|Data quality monitoring| needs|[[data_quality_management_system/data_quality_rule|data quality rules]]| 
 {{:data_management:data_quality:data_quality_monitoring.jpg?700|}} {{:data_management:data_quality:data_quality_monitoring.jpg?700|}}
  
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 DAMA Dictionary of Data Management. 2nd Edition 2011. Technics Publications, LLC, New Jersey. References DAMA Dictionary of Data Management. 2nd Edition 2011. Technics Publications, LLC, New Jersey. References
 Data monitoring. (n.d.). Soda Documentation. https://docs.soda.io/soda-sql/documentation/data-monitoring.html Data monitoring. (n.d.). Soda Documentation. https://docs.soda.io/soda-sql/documentation/data-monitoring.html
-Dataqualitysolution.com. (n.d.). dataqualitysolution.com - dataqualitysolution Resources and Information. https://www.dataqualitysolution.com/data-quality-monitoring-and-reporting+
 Inzicht in datakwaliteit: De data quality monitor. (2020, October 18). Emerce. https://www.emerce.nl/achtergrond/inzicht-in-datakwaliteit-de-data-quality-monitor Inzicht in datakwaliteit: De data quality monitor. (2020, October 18). Emerce. https://www.emerce.nl/achtergrond/inzicht-in-datakwaliteit-de-data-quality-monitor
  
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 What is data quality monitoring? - Definition from Techopedia. (2014, September 15). Techopedia.com. https://www.techopedia.com/definition/30608/data-quality-monitoring What is data quality monitoring? - Definition from Techopedia. (2014, September 15). Techopedia.com. https://www.techopedia.com/definition/30608/data-quality-monitoring
 +
 +{{tag>All DQMS}}
  
  
data_quality_management_system/data_quality_monitoring.1677433003.txt.gz · Last modified: 2024/03/08 13:33 (external edit)

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