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.

 Lists/Data GridsStudy DatasetsAssay DataSample SetData Class
Type Checksyesyesyesyesyes
Range and Regular Expression Validatorsyesyesyesyesyes
Missing Value Indicatorsyesyesyesyesyes
Out of Range Value Checkingyesyesyes  
Validate Lookups on Importyesyesyesyesyes
Trigger Scripts (see also Availability)yesyesyes yes
Dataset Quality Control States yes   
Manage Dataset QC States yes   
Validate Metadata Entry  yes  
Improve Data Entry Consistency & Accuracy  yes  
Programmatically Transform Data on Import  yes  
QC Trend Reportsyesyessome  

Other Options

Additional quality control options are available for specific use cases.

Specimen Data



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