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data_quality_management_system:data_cleansing [2023/06/28 16:43]
peter ↷ Links adapted because of a move operation 		data_quality_management_system:data_cleansing [2024/03/08 13:33] (current)
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 === Definition === === Definition ===
-Data cleansing is the process of detecting and correcting [[data_quality_management_system:data_quality_issue|data issues]] to improve the quality of data to an acceptable level.+Data cleansing is the [[general_term/process|process]] of detecting and correcting [[data_quality_management_system:data_quality_issue|data issues]] to improve the quality of data to an acceptable level.
  
 ===Notes=== ===Notes===
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 === Methods === === Methods ===
-The next methods of correcting [[data_quality_management_system:data_quality_issue|data issues]] can be distinguished:+The following methods of correcting [[data_quality_management_system:data_quality_issue|data issues]] can be distinguished:
 ^ Method                                    ^ Example or explanation                                                                                                                                                                                                                                                                                                                                                                                                            ^ ^ Method                                    ^ Example or explanation                                                                                                                                                                                                                                                                                                                                                                                                            ^
 | Abbreviation expansion                    | Abbreviation expansion transforms abbreviations into their full form. There are different kinds of abbreviation. One type shortens each of a set of words to a smaller form, where the abbreviation consists of a prefix of the original data value. E.g. “USA” stands for “United States of America.”                                                                                                                            | | Abbreviation expansion                    | Abbreviation expansion transforms abbreviations into their full form. There are different kinds of abbreviation. One type shortens each of a set of words to a smaller form, where the abbreviation consists of a prefix of the original data value. E.g. “USA” stands for “United States of America.”                                                                                                                            |
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 === Relations === === Relations ===
 +|Data cleansing| is child of |[[general_term/process|process]]|
 |Data cleansing| is an element of a |[[data_quality_general:data_quality_management_system|data quality management system]]| |Data cleansing| is an element of a |[[data_quality_general:data_quality_management_system|data quality management system]]|
 |Data cleansing| resolves |[[data_quality_management_system:data_quality_issue|data issues]]| |Data cleansing| resolves |[[data_quality_management_system:data_quality_issue|data issues]]|
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 What is data cleansing? Guide to data cleansing tools, services and strategy. (2020, August 13). Talend Real-Time Open Source Data Integration Software. https://www.talend.com/resources/what-is-data-cleansing/ What is data cleansing? Guide to data cleansing tools, services and strategy. (2020, August 13). Talend Real-Time Open Source Data Integration Software. https://www.talend.com/resources/what-is-data-cleansing/
 +
 +{{tag>All DQMS}}
 +
data_quality_management_system/data_cleansing.1687970612.txt.gz · Last modified: 2024/03/08 13:33 (external edit)

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