Validation Log 2026-05-24 07:22:48.637959 mwtab Python Library Version: 2.1.1 Source: https://www.metabolomicsworkbench.org/rest/study/analysis_id/AN006840/mwtab/txt Study ID: ST004127 Analysis ID: AN006840 File format: txt Status: Contains Validation Issues Number of Issues: 6 Number of Warnings: 1 Number of Value Errors: 4 Number of Consistency Errors: 2 Number of Format Errors: 0 Issue Log: Error: The value, "150uL/min", for the subsection, "FLOW_RATE", in the "CHROMATOGRAPHY" section should be a number or range (ex. "5-6") followed by a space with a unit (ex. "5 V") from the following list: ['mL/min', 'uL/min', 'μL/min']. Ignore this when more complicated descriptions are required. Error: The value, "25", for the subsection, "COLUMN_TEMPERATURE", in the "CHROMATOGRAPHY" section should be a number or range (ex. "5-6") followed by a space with a unit (ex. "5 V") from the following list: ['°C', 'C']. Ignore this when more complicated descriptions are required. Error: The factors in the METABOLITE_DATA section and SUBJECT_SAMPLE_FACTORS section do not match. Error: SUBJECT_SAMPLE_FACTORS section missing sample ID(s). The following IDs were found in the MS_METABOLITE_DATA section but not in the SUBJECT_SAMPLE_FACTORS: "" Error: Column(s) with no name were found in the MS_METABOLITE_DATA table. Warning: The "" column at position 2 in the MS_METABOLITE_DATA table has all null values.