Validation Log 2025-12-14 23:10:54.192559 mwtab Python Library Version: 2.0.0 Source: https://www.metabolomicsworkbench.org/rest/study/analysis_id/AN002257/mwtab/json Study ID: ST001356 Analysis ID: AN002257 File format: json Status: Contains Validation Issues Number of Issues: 5 Number of Warnings: 5 Number of Value Errors: 5 Number of Consistency Errors: 0 Number of Format Errors: 0 Issue Log: Warning: The "quantitated m/z" column at position 4 in the ["MS_METABOLITE_DATA"]["Metabolites"] table, matches a standard column name, "moverz_quant". 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 "KEGGNAME" column at position 3 in the ["MS_METABOLITE_DATA"]["Metabolites"] table, matches a standard column name, "name". 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 ID" column at position 5 in the ["MS_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. Warning: The "CHEBI" column at position 2 in the ["MS_METABOLITE_DATA"]["Metabolites"] table, matches a standard column name, "chebi_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 "CHEBI" column at position 2 in the ["MS_METABOLITE_DATA"]["Metabolites"] table, matches a standard column name, "chebi_id", and some of the values in the column do not match the expected type or format for that column. The non-matching values are: 0 CHEBI:16857 1 CHEBI:17895 2 CHEBI:18019 3 CHEBI:17115 4 CHEBI:15354 5 CHEBI:82766 6 CHEBI:16811 7 CHEBI:16865 8 CHEBI:16015 9 CHEBI:16414 10 CHEBI:18050 11 CHEBI:17196 12 CHEBI:17053 13 CHEBI:17482 14 CHEBI:15971 15 CHEBI:15940 16 CHEBI:16467 17 CHEBI:16919 18 CHEBI:17203 19 CHEBI:16977 20 CHEBI:15611 21 CHEBI:25017