Validation Log 2025-12-15 02:43:41.479980 mwtab Python Library Version: 2.0.0 Source: https://www.metabolomicsworkbench.org/rest/study/analysis_id/AN006057/mwtab/json Study ID: ST003691 Analysis ID: AN006057 File format: json Status: Contains Validation Issues Number of Issues: 1 Number of Warnings: 1 Number of Value Errors: 1 Number of Consistency Errors: 0 Number of Format Errors: 0 Issue Log: Warning: The "Kegg code" column at position 2 in the ["NMR_METABOLITE_DATA"]["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.