Validation Log
2025-12-15 00:39:14.783319
mwtab Python Library Version: 2.0.0
Source:        https://www.metabolomicsworkbench.org/rest/study/analysis_id/AN003793/mwtab/json
Study ID:      ST002324
Analysis ID:   AN003793
File format:   json
Status: Contains Validation Issues
Number of Issues: 56

Number of Warnings: 50

Number of Value Errors: 51

Number of Consistency Errors: 0

Number of Format Errors: 5

Issue Log:
Error: The value, "Young, middle aged and old", in ["SUBJECT"]["AGE_OR_AGE_RANGE"] should be a number or range (ex. "5-6") followed by a space with a unit (ex. "5 V") from the following list: ['weeks', 'days', 'months', 'years']. Ignore this when more complicated descriptions are required.
Error: The required property, "FLOW_GRADIENT", in ["CHROMATOGRAPHY"] is missing.
Error: The required property, "FLOW_RATE", in ["CHROMATOGRAPHY"] is missing.
Error: The required property, "COLUMN_TEMPERATURE", in ["CHROMATOGRAPHY"] is missing.
Error: The required property, "SOLVENT_A", in ["CHROMATOGRAPHY"] is missing.
Error: The required property, "SOLVENT_B", in ["CHROMATOGRAPHY"] is missing.
Warning: The "Exact mass" column at position 4 in the ["MS_METABOLITE_DATA"]["Metabolites"] table, matches a standard column name, "mass". 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 "Standardized name" column at position 2 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 "Super class" column at position 5 in the ["MS_METABOLITE_DATA"]["Metabolites"] table, matches a standard column name, "class". 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 "Main class" column at position 6 in the ["MS_METABOLITE_DATA"]["Metabolites"] table, matches a standard column name, "class". 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 "Sub class" column at position 7 in the ["MS_METABOLITE_DATA"]["Metabolites"] table, matches a standard column name, "class". 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 "191115_FW_1_project_Ermolaeva_1_10_PS001" column at position 137 in the ["MS_METABOLITE_DATA"]["Data"] table may have incorrect values. 90% or more of the values are the same, but 10% or less are different.
Warning: The "191115_FW_1_project_Ermolaeva_1_10_PS002" column at position 138 in the ["MS_METABOLITE_DATA"]["Data"] table may have incorrect values. 90% or more of the values are the same, but 10% or less are different.
Warning: The "191115_FW_1_project_Ermolaeva_1_10_PS003" column at position 139 in the ["MS_METABOLITE_DATA"]["Data"] table may have incorrect values. 90% or more of the values are the same, but 10% or less are different.
Warning: The "191115_FW_1_project_Ermolaeva_1_10_PS004" column at position 140 in the ["MS_METABOLITE_DATA"]["Data"] table may have incorrect values. 90% or more of the values are the same, but 10% or less are different.
Warning: The "191115_FW_1_project_Ermolaeva_1_10_PS005" column at position 141 in the ["MS_METABOLITE_DATA"]["Data"] table may have incorrect values. 90% or more of the values are the same, but 10% or less are different.
Warning: The "191115_FW_1_project_Ermolaeva_1_10_PS006" column at position 142 in the ["MS_METABOLITE_DATA"]["Data"] table may have incorrect values. 90% or more of the values are the same, but 10% or less are different.
Warning: The "191115_FW_1_project_Ermolaeva_1_10_PS007" column at position 143 in the ["MS_METABOLITE_DATA"]["Data"] table may have incorrect values. 90% or more of the values are the same, but 10% or less are different.
Warning: The "191115_FW_1_project_Ermolaeva_1_10_PS008" column at position 144 in the ["MS_METABOLITE_DATA"]["Data"] table may have incorrect values. 90% or more of the values are the same, but 10% or less are different.
Warning: The "191115_FW_1_project_Ermolaeva_1_10_PS009" column at position 145 in the ["MS_METABOLITE_DATA"]["Data"] table may have incorrect values. 90% or more of the values are the same, but 10% or less are different.
Warning: The "191115_FW_1_project_Ermolaeva_1_10_PS010" column at position 146 in the ["MS_METABOLITE_DATA"]["Data"] table may have incorrect values. 90% or more of the values are the same, but 10% or less are different.
Warning: The "191115_FW_1_project_Ermolaeva_1_10_PS011" column at position 147 in the ["MS_METABOLITE_DATA"]["Data"] table may have incorrect values. 90% or more of the values are the same, but 10% or less are different.
Warning: The "191115_FW_1_project_Ermolaeva_1_10_PS012" column at position 148 in the ["MS_METABOLITE_DATA"]["Data"] table may have incorrect values. 90% or more of the values are the same, but 10% or less are different.
Warning: The "191115_FW_1_project_Ermolaeva_1_10_PS013" column at position 149 in the ["MS_METABOLITE_DATA"]["Data"] table may have incorrect values. 90% or more of the values are the same, but 10% or less are different.
Warning: The "191115_FW_1_project_Ermolaeva_1_10_PS014" column at position 150 in the ["MS_METABOLITE_DATA"]["Data"] table may have incorrect values. 90% or more of the values are the same, but 10% or less are different.
Warning: The "191115_FW_1_project_Ermolaeva_1_10_PS015" column at position 151 in the ["MS_METABOLITE_DATA"]["Data"] table may have incorrect values. 90% or more of the values are the same, but 10% or less are different.
Warning: The "191115_FW_1_project_Ermolaeva_1_10_PS016" column at position 152 in the ["MS_METABOLITE_DATA"]["Data"] table may have incorrect values. 90% or more of the values are the same, but 10% or less are different.
Warning: The "191115_FW_1_project_Ermolaeva_1_10_PS017" column at position 153 in the ["MS_METABOLITE_DATA"]["Data"] table may have incorrect values. 90% or more of the values are the same, but 10% or less are different.
Warning: The "191115_FW_1_project_Ermolaeva_1_10_PS018" column at position 154 in the ["MS_METABOLITE_DATA"]["Data"] table may have incorrect values. 90% or more of the values are the same, but 10% or less are different.
Warning: The "191115_FW_1_project_Ermolaeva_1_10_PS019" column at position 155 in the ["MS_METABOLITE_DATA"]["Data"] table may have incorrect values. 90% or more of the values are the same, but 10% or less are different.
Warning: The "191115_FW_1_project_Ermolaeva_1_10_PS020" column at position 156 in the ["MS_METABOLITE_DATA"]["Data"] table may have incorrect values. 90% or more of the values are the same, but 10% or less are different.
Warning: The "191115_FW_1_project_Ermolaeva_1_10_PS021" column at position 157 in the ["MS_METABOLITE_DATA"]["Data"] table may have incorrect values. 90% or more of the values are the same, but 10% or less are different.
Warning: The "191115_FW_1_project_Ermolaeva_1_10_PS022" column at position 158 in the ["MS_METABOLITE_DATA"]["Data"] table may have incorrect values. 90% or more of the values are the same, but 10% or less are different.
Warning: The "191115_FW_1_project_Ermolaeva_1_10_PS023" column at position 159 in the ["MS_METABOLITE_DATA"]["Data"] table may have incorrect values. 90% or more of the values are the same, but 10% or less are different.
Warning: The "191115_FW_1_project_Ermolaeva_1_10_PS024" column at position 160 in the ["MS_METABOLITE_DATA"]["Data"] table may have incorrect values. 90% or more of the values are the same, but 10% or less are different.
Warning: The "191115_FW_1_project_Ermolaeva_1_10_PS025" column at position 161 in the ["MS_METABOLITE_DATA"]["Data"] table may have incorrect values. 90% or more of the values are the same, but 10% or less are different.
Warning: The "191115_FW_1_project_Ermolaeva_1_10_PS026" column at position 162 in the ["MS_METABOLITE_DATA"]["Data"] table may have incorrect values. 90% or more of the values are the same, but 10% or less are different.
Warning: The "191115_FW_1_project_Ermolaeva_1_10_PS027" column at position 163 in the ["MS_METABOLITE_DATA"]["Data"] table may have incorrect values. 90% or more of the values are the same, but 10% or less are different.
Warning: The "191115_FW_1_project_Ermolaeva_1_10_PS028" column at position 164 in the ["MS_METABOLITE_DATA"]["Data"] table may have incorrect values. 90% or more of the values are the same, but 10% or less are different.
Warning: The "191115_FW_1_project_Ermolaeva_1_10_PS029" column at position 165 in the ["MS_METABOLITE_DATA"]["Data"] table may have incorrect values. 90% or more of the values are the same, but 10% or less are different.
Warning: The "191115_FW_1_project_Ermolaeva_1_10_PS030" column at position 166 in the ["MS_METABOLITE_DATA"]["Data"] table may have incorrect values. 90% or more of the values are the same, but 10% or less are different.
Warning: The "191115_FW_1_project_Ermolaeva_1_10_PS031" column at position 167 in the ["MS_METABOLITE_DATA"]["Data"] table may have incorrect values. 90% or more of the values are the same, but 10% or less are different.
Warning: The "191115_FW_1_project_Ermolaeva_1_10_PS032" column at position 168 in the ["MS_METABOLITE_DATA"]["Data"] table may have incorrect values. 90% or more of the values are the same, but 10% or less are different.
Warning: The "191115_FW_1_project_Ermolaeva_1_10_PS033" column at position 169 in the ["MS_METABOLITE_DATA"]["Data"] table may have incorrect values. 90% or more of the values are the same, but 10% or less are different.
Warning: The "191115_FW_1_project_Ermolaeva_1_10_PS034" column at position 170 in the ["MS_METABOLITE_DATA"]["Data"] table may have incorrect values. 90% or more of the values are the same, but 10% or less are different.
Warning: The "191115_FW_1_project_Ermolaeva_1_10_PS035" column at position 171 in the ["MS_METABOLITE_DATA"]["Data"] table may have incorrect values. 90% or more of the values are the same, but 10% or less are different.
Warning: The "191115_FW_1_project_Ermolaeva_1_10_PS036" column at position 172 in the ["MS_METABOLITE_DATA"]["Data"] table may have incorrect values. 90% or more of the values are the same, but 10% or less are different.
Warning: The "191115_FW_1_project_Ermolaeva_1_10_PS037" column at position 173 in the ["MS_METABOLITE_DATA"]["Data"] table may have incorrect values. 90% or more of the values are the same, but 10% or less are different.
Warning: The "191115_FW_1_project_Ermolaeva_1_10_PS038" column at position 174 in the ["MS_METABOLITE_DATA"]["Data"] table may have incorrect values. 90% or more of the values are the same, but 10% or less are different.
Warning: The "191115_FW_1_project_Ermolaeva_1_10_PS039" column at position 175 in the ["MS_METABOLITE_DATA"]["Data"] table may have incorrect values. 90% or more of the values are the same, but 10% or less are different.
Warning: The "191115_FW_1_project_Ermolaeva_1_10_PS040" column at position 176 in the ["MS_METABOLITE_DATA"]["Data"] table may have incorrect values. 90% or more of the values are the same, but 10% or less are different.
Warning: The "191115_FW_1_project_Ermolaeva_1_10_PS041" column at position 177 in the ["MS_METABOLITE_DATA"]["Data"] table may have incorrect values. 90% or more of the values are the same, but 10% or less are different.
Warning: The "191115_FW_1_project_Ermolaeva_1_10_PS042" column at position 178 in the ["MS_METABOLITE_DATA"]["Data"] table may have incorrect values. 90% or more of the values are the same, but 10% or less are different.
Warning: The "191115_FW_1_project_Ermolaeva_1_10_PS043" column at position 179 in the ["MS_METABOLITE_DATA"]["Data"] table may have incorrect values. 90% or more of the values are the same, but 10% or less are different.
Warning: The "191115_FW_1_project_Ermolaeva_1_10_PS044" column at position 180 in the ["MS_METABOLITE_DATA"]["Data"] table may have incorrect values. 90% or more of the values are the same, but 10% or less are different.
Warning: The "191115_FW_1_project_Ermolaeva_1_10_PS045" column at position 181 in the ["MS_METABOLITE_DATA"]["Data"] table may have incorrect values. 90% or more of the values are the same, but 10% or less are different.