Validation Log 2025-12-14 21:35:34.554302 mwtab Python Library Version: 2.0.0 Source: https://www.metabolomicsworkbench.org/rest/study/analysis_id/AN000650/mwtab/json Study ID: None Analysis ID: None File format: json Status: Contains Validation Issues Number of Issues: 11 Number of Warnings: 8 Number of Value Errors: 8 Number of Consistency Errors: 0 Number of Format Errors: 2 Issue Log: Error: The value, "Other", in ["NM"]["SPECTROMETER_FREQUENCY"] 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. Error: Unknown or invalid section, "CHROMATOGRAPHY". Warning: The "quantified m/z" column at position 3 in the ["NMR_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 "PubChem ID" column at position 4 in the ["NMR_METABOLITE_DATA"]["Metabolites"] table, matches a standard column name, "pubchem_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 ID" column at position 5 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. Warning: The "retention index" column at position 2 in the ["NMR_METABOLITE_DATA"]["Metabolites"] table, matches a standard column name, "retention_index". 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 column "retention index" was found in the ["NMR_METABOLITE_DATA"]["Metabolites"] table, but this column implies that another column, "retention_index_type", should also exist, and that column was not found. Error: The ["NMR_METABOLITE_DATA"]["Data"] table does not have a column for "Metabolite". It is likely misspelled or using a common incorrect substitute. Warning: The "retention index" column at position 2 in the ["NMR_METABOLITE_DATA"]["Metabolites"] table has all null values. Warning: The "quantified m/z" column at position 3 in the ["NMR_METABOLITE_DATA"]["Metabolites"] table has all null values. Warning: The "KEGG ID" column at position 5 in the ["NMR_METABOLITE_DATA"]["Metabolites"] table has all null values.