Validation Log
2025-12-15 00:09:54.456699
mwtab Python Library Version: 2.0.0
Source:        https://www.metabolomicsworkbench.org/rest/study/analysis_id/AN003367/mwtab/json
Study ID:      ST002067
Analysis ID:   AN003367
File format:   json
Status: Contains Validation Issues
Number of Issues: 5

Number of Warnings: 0

Number of Value Errors: 2

Number of Consistency Errors: 0

Number of Format Errors: 3

Issue Log:
Error: An empty value or a null value was detected in ["SUBJECT_SAMPLE_FACTORS"][355]["Sample ID"]. A legitimate value should be provided for this required key.
Error: An empty value or a null value was detected in ["SUBJECT_SAMPLE_FACTORS"][355]["Additional sample data"]["RAW_FILE_NAME"]. Either a legitimate value should be provided for this key, or it should be removed altogether.
Error: The required property, "FLOW_GRADIENT", in ["CHROMATOGRAPHY"] is missing.
Error: The required property, "FLOW_RATE", in ["CHROMATOGRAPHY"] is missing.
Error: The required property, "COLUMN_TEMPERATURE", in ["CHROMATOGRAPHY"] is missing.