Validation Log 2025-12-15 00:02:29.189101 mwtab Python Library Version: 2.0.0 Source: https://www.metabolomicsworkbench.org/rest/study/analysis_id/AN003231/mwtab/txt Study ID: ST001981 Analysis ID: AN003231 File format: txt Status: Contains Validation Issues Number of Issues: 3 Number of Warnings: 2 Number of Value Errors: 3 Number of Consistency Errors: 0 Number of Format Errors: 0 Issue Log: Error: The value, "800", for the subsection, "SPECTROMETER_FREQUENCY", in the "NM" section should be a number followed by a space with a unit (ex. "5 V") from the following list: ['MHz']. Ignore this when more complicated descriptions are required. Warning: The "KEGG" column at position 2 in the METABOLITES table, matches a standard column name, "kegg_id". If this match was not in error, the column should be renamed to the standard name or a name that doesn't resemble the standard name. Warning: The "KEGG" column at position 2 in the METABOLITES table has all null values.