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data_quality_management_system:data_cleansing [2023/06/11 21:08] peter |
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_issue|data issues]] to improve the quality of data to an acceptable level. | + | Data cleansing is the [[general_term/ |
===Notes=== | ===Notes=== | ||
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=== Purpose === | === Purpose === | ||
- | To detect and correct [[data_quality_management_system/data_issue|data issues]] and inconsistencies. | + | To detect and correct [[data_quality_management_system: |
=== Life cycle === | === Life cycle === | ||
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=== Methods === | === Methods === | ||
- | The next methods of correcting [[data_quality_management_system/data_issue|data issues]] can be distinguished: | + | The following |
^ Method | ^ Method | ||
| Abbreviation expansion | | Abbreviation expansion | ||
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=== Relations === | === Relations === | ||
+ | |Data cleansing| is child of |[[general_term/ | ||
|Data cleansing| is an element of a |[[data_quality_general: | |Data cleansing| is an element of a |[[data_quality_general: | ||
- | |Data cleansing| resolves |[[data_quality_management_system/data_issue|data issues]]| | + | |Data cleansing| resolves |[[data_quality_management_system: |
- | |Data cleansing|is the successor of|[[data_quality_management_system/ | + | |Data cleansing|is the successor of|[[data_quality_management_system/ |
- | |Data cleansing|can be performed by using|data cleansing methods| | + | |Data cleansing|uses|data cleansing methods| |
- | |Data cleansing|wil be applied firstly to|[[data_quality_management_system/ | + | |Data cleansing|wil be applied firstly to|[[data_quality_management_system/ |
- | |Data cleansing|improves|[[data_quality_general/ | + | |Data cleansing|improves|[[data_quality_general/ |
+ | |Data cleansing|needs|[[data_quality_management_system/ | ||
{{: | {{: | ||
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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:// | What is data cleansing? Guide to data cleansing tools, services and strategy. (2020, August 13). Talend Real-Time Open Source Data Integration Software. https:// | ||
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+ | {{tag> | ||
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