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data_quality_management_system:data_lineage [2023/03/08 13:22]
peter 		data_quality_management_system:data_lineage [2024/03/08 13:33] (current)
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 === Definition === === Definition ===
-Data Lineage is [[data_quality_management_system:metadata|metadata]] that identifies the sources of data and the transformations through which it has passed up to the point of consumption. (DAMA-NL, 2020)+Data Lineage is [[data_quality_management_system:metadata|metadata]] that identifies the sources of data and the transformations through which it has passed up to the point of applying. (DAMA-NL, 2020)
  
 ===Notes 1=== ===Notes 1===
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 ===Notes 2=== ===Notes 2===
-  * Data lineage answers the 5 W’s of data: +Data lineage answers the 5 W’s of data: 
-    - Where does the data come from or where does it go? +  - Where does the data come from or where does it go? 
-    - Who uses it? +  - Who uses it? 
-    - When was it created? +  - When was it created? 
-    - What information does it contain? What transformations are executed? +  - What information does it contain? What transformations are executed? 
-    - Why does it exist?+  - Why does it exist?
  
 === Synomym === === Synomym ===
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 | Act    | * Adapt the DL\\ * Maintain the DL                                                                                                                                                                          | | Act    | * Adapt the DL\\ * Maintain the DL                                                                                                                                                                          |
  
-===Characteristics and requirments===+===Characteristics and requirements===
 ^ Characteristic ^ Requirement ^ ^ Characteristic ^ Requirement ^
 | Completeness | DL is complete regarding the scope. | | Completeness | DL is complete regarding the scope. |
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 | Clarity| DL can be interpreted easily (zooming, filtering) | | Clarity| DL can be interpreted easily (zooming, filtering) |
  
-=== Relations 1 === +=== Relations=== 
-Subtype of data lineage are: +| Data lineage  | is parent of                          | [[data_concept/backward_data_lineage|backward data lineage]]                                                  | 
-  * Backward data lineage +| Data lineage  | is parent of                          | [[data_concept/forward_data_lineage|forward data lineage]]                                                    | 
-  * Forward data lineage +| Data lineage  | is parent of                          | [[data_concept/horizontal_data_lineage|horizontal data lineage]]                                              | 
-  * Horizontal data lineage +| Data lineage  | is parent of                          | [[data_concept/vertical data lineage|vertical data lineage]]                                                  | 
-  * Vertical data lineage +| Data lineage  | is an element of a                       | [[data_quality_general/data_quality_management_system|data quality management system]]                        | 
- +| Data lineage  | is part of the                           | business or technical [[data_quality_management_system/metadata|metadata]]                                    | 
-=== Relations 2 === +| Data lineage  | includes a set of                        | data elements but especially [[data_quality_management_system/critical_data_element|critical data elements]]  | 
-  * Data lineage is part of the business or technical [[data_quality_management_system/metadata|metadata]]. +| Data lineage  | facilitates the root cause analysis of  | [[data_quality_management_system:data_quality_issue|data issues]]                                             |
-  * Data lineage include all data elements but especially [[data_quality_management_system/critical_data_element|critical data elements]]. +
-  * The root cause of [[data_quality_management_system/data_issue|data issues]] can be investigated by data lineage.+
  
 {{:data_management:data_quality:data_lineage.jpg?250|}} {{:data_management:data_quality:data_lineage.jpg?250|}}
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 === Reference(s) === === Reference(s) ===
-Achieve data lineage in data vault 2.0. (2017, July 18). Scalefree Blog. https://blog.scalefree.com/2017/07/18/achieve-data-lineage-in-data-vault-2-0/ +  * Achieve data lineage in data vault 2.0. (2017, July 18). Scalefree Blog. https://blog.scalefree.com/2017/07/18/achieve-data-lineage-in-data-vault-2-0/ 
-Colibra. (n.d.).  +  * Colibra. (n.d.).  
- +  * The complete guide to Data Lineage. https://www.collibra.com/wp-content/uploads/Ebook-DataLineage-20200113.pdf. 
-The complete guide to Data Lineage. https://www.collibra.com/wp-content/uploads/Ebook-DataLineage-20200113.pdf. +  * DAMA (2017). DAMA-DMBOK. Data Management Body of Knowledge. 2nd Edition. Technics Publications Llc. August 2017.  
- +  * DAMA Dictionary of Data Management. 2nd Edition 2011. Technics Publications, LLC, New Jersey. 
-DAMA (2017). DAMA-DMBOK. Data Management Body of Knowledge. 2nd Edition. Technics Publications Llc. August 2017.  +  * DAMA-NL (2020). Data Concept System for Data Quality Dimensions (DCS). Research Paper. 
- +  * Data lineage - Solidatus simplified data lineage solution. (n.d.). Solidatus - An Award-Winning Data Lineage Solution. https://www.solidatus.com/data-lineage/ 
-DAMA Dictionary of Data Management. 2nd Edition 2011. Technics Publications, LLC, New Jersey. +  * Data lineage 103: Legislative requirements. (2021, April 11). Data Crossroads. https://datacrossroads.nl/2019/03/17/data-lineage-103/ 
- +  * Data lineage 104: Documenting data lineage. (2020, July 9). Data Crossroads. https://datacrossroads.nl/2019/03/20/data-lineage-104/ 
-DAMA-NL (2020). Data Concept System for Data Quality Dimensions (DCS). Research Paper. +  * Data lineage and metadata management: An innovative approach. (2019, December 18). DATAVERSITY. https://www.dataversity.net/data-lineage-and-metadata-management-an-innovative-approach/ 
- +  * Data lineage. (2014, December 20). Wikipedia, the free encyclopedia. Retrieved May 21, 2021, from https://en.wikipedia.org/wiki/Data_lineage 
-Data lineage - Solidatus simplified data lineage solution. (n.d.). Solidatus - An Award-Winning Data Lineage Solution. https://www.solidatus.com/data-lineage/ +  * New vision on data lineage/ flow in DAMA-DMBOK2. (2021, April 13). Data Crossroads. https://datacrossroads.nl/2017/09/10/new-vision-on-data-lineage-flow-in-dama-dm-bok-2/ 
- +  * Steenbeek, Irina (2023). [[https://www.linkedin.com/pulse/data-lineage-needs-benefits-various-stakeholders-dr-irina-steenbeek|Data Lineage: the Needs of and Benefits to Various Stakeholders]]
-Data lineage 103: Legislative requirements. (2021, April 11). Data Crossroads. https://datacrossroads.nl/2019/03/17/data-lineage-103/ +
- +
-Data lineage 104: Documenting data lineage. (2020, July 9). Data Crossroads. https://datacrossroads.nl/2019/03/20/data-lineage-104/ +
- +
-Data lineage and metadata management: An innovative approach. (2019, December 18). DATAVERSITY. https://www.dataversity.net/data-lineage-and-metadata-management-an-innovative-approach/ +
- +
-Data lineage. (2014, December 20). Wikipedia, the free encyclopedia. Retrieved May 21, 2021, from https://en.wikipedia.org/wiki/Data_lineage+
  
-New vision on data lineage/ flow in DAMA-DMBOK2. (2021, April 13). Data Crossroads. https://datacrossroads.nl/2017/09/10/new-vision-on-data-lineage-flow-in-dama-dm-bok-2/+{{tag>All DUMS}}
  
-Steenbeek, Irina (2023). [[https://www.linkedin.com/pulse/data-lineage-needs-benefits-various-stakeholders-dr-irina-steenbeek|Data Lineage: the Needs of and Benefits to Various Stakeholders]] 
  
  
  
data_quality_management_system/data_lineage.1678281732.txt.gz · Last modified: 2024/03/08 13:33 (external edit)

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