LabKey Server offers a wide range of options for performing quality control checks and cleanup on your data. Depending on the type of data structure you use, different options are available.

 ListsStudy DatasetsAssay DesignsSample TypeData Class
Type Checksyesyesyesyesyes
Text Choice Dropdowns for Data Entryyesyesyesyesyes
Regular Expression Validatorsyesyesyesyesyes
Range Validatorsyesyesyesyesyes
Missing Value Indicatorsyesyesyesyesyes
Out of Range Value Indicators yesyes  
Row-level Data Audityesyesyesyesyes
Validate Lookups on Importyesyesyesyesyes
Trigger Scriptsyesyesyesyesyes
QC Trend Reportsyesyessome  
Dataset QC States: User Guide yes   
Dataset QC States: Admin Guide yes   
Validate Metadata Entry  yes  
Improve Data Entry Consistency & Accuracy  yes  
Programmatically Transform Data on Import  yes  
Assay QC States: User Guide  yes (General Assays)  
Assay QC States: Admin Guide  yes (General Assays)  

Related Topics

Other Options

Additional quality control options are available for specific use cases.


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