Validation Log 2026-01-11 07:22:21.834842 mwtab Python Library Version: 2.0.0 Source: https://www.metabolomicsworkbench.org/rest/study/analysis_id/AN006622/mwtab/json Study ID: ST004017 Analysis ID: AN006622 File format: json Status: Contains Validation Issues Number of Issues: 7 Number of Warnings: 5 Number of Value Errors: 6 Number of Consistency Errors: 0 Number of Format Errors: 0 Issue Log: Error: The value, "0.200 mL/minute", in ["CHROMATOGRAPHY"]["FLOW_RATE"] 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, "30", in ["CHROMATOGRAPHY"]["COLUMN_TEMPERATURE"] 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. Warning: The "chemical formula" column at position 2 in the ["MS_METABOLITE_DATA"]["Metabolites"] table, matches a standard column name, "formula". 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 3 in the ["MS_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 "Pubchem id" column at position 3 in the ["MS_METABOLITE_DATA"]["Metabolites"] table, matches a standard column name, "pubchem_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: 1 C00629 3 C00197 4 C01005 5 C00334 6 C01134 7 C03492 8 C00847 9 C00119 10 C00345 12 C00024 13 C00417|C02341 14 C00498 15 C00026 16 C00062 17 C00152 18 C00049 23 C00112 24 C00307 25 C00570 27 C06907 28 C02226 29 C00158|C00311 30 C00055 31 C00010 32 C00300 33 C00063 34 C00491 35 C00475 36 C00360 37 C00131 38 C00705 39 C00239 40 C00458 41 C05274 42 C00279 43 C00008 44 C00767 45 C00257 46 C00111|C00661 47 C00362 48 C00002 49 C00337 50 C00408 51 C00281|C05382|C06222 52 C00363 53 C00364 54 C00459 55 C00365 56 C00016 57 C00061 58 C00504 60 C00122 61 C00035 62 C00341 63 C00198 64 C00103 65 C00025 66 C00064 67 C00051 68 C00127 69 C06193 70 C00044 71 C00242 73 C00085 74 C00135 76 C01157 77 C00262 78 C00104 80 C00130 81 C16074 83 C00328|C01718 84 C00186|C00256|C01432 85 C03406 87 C00123 88 C00047 89 C00149|C00497|C00711 90 C01384 92 C00073 93 C00137 94 C02593 95 C04256|C00357 96 C00624 97 HMDB06029 98 C01073 99 C00003 100 C00004 101 C00006 102 C00005 103 C00438 105 C00253 109 C00077 110 C00295 111 C00864 113 C00079 114 C00074 119 C00148 121 C00314 122 C01879 123 C00013 124 C00255 127 C00117 129 C00021 133 C00065 134 C00093 135 C02170 136 C00091|C00683|C02557 137 C00378 138 C00068 139 C00263 140 C00078|C00525|C00806 141 C00082 142 C00015 143 C00029 144 C00167 145 C00043 146 C00105 147 C00075 150 C00183 151 C01762 152 C00655 Warning: The "retention index" column at position 4 in the ["MS_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 ["MS_METABOLITE_DATA"]["Metabolites"] table, but this column implies that another column, "retention_index_type", should also exist, and that column was not found.