Validation Log
2025-12-14 23:52:02.674820
mwtab Python Library Version: 2.0.0
Source:        https://www.metabolomicsworkbench.org/rest/study/analysis_id/AN003032/mwtab/json
Study ID:      ST001870
Analysis ID:   AN003032
File format:   json
Status: Contains Validation Issues
Number of Issues: 14

Number of Warnings: 7

Number of Value Errors: 7

Number of Consistency Errors: 1

Number of Format Errors: 5

Issue Log:
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.
Error: SUBJECT_SAMPLE_FACTORS section missing sample ID(s). The following IDs were found in the ["MS_METABOLITE_DATA"]["Data"] section but not in the SUBJECT_SAMPLE_FACTORS:
	""
Warning: The "PUBCHEM" column at position 4 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 "KEGG" column at position 6 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 "CAS" column at position 5 in the ["MS_METABOLITE_DATA"]["Metabolites"] table, matches a standard column name, "cas_number". 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 "CAS" column at position 5 in the ["MS_METABOLITE_DATA"]["Metabolites"] table, matches a standard column name, "cas_number", and some of the values in the column do not match the expected type or format for that column. The non-matching values are:
82                26853-31-6;26853-31-6
117               71030-37-0;73837-14-6
136                  542-32-5;1118-90-7
172              10569-72-9;214139-20-5
207                    463-003;463-00-3
223               68703-91-3;68792-52-9
229                 921-62-0;53411-70-4
258        305-72-6;328-50-7;22202-68-2
260                  59-02-9;10191-41-0
290               55482-27-4;55482-27-4
304                   474-24-9;474-25-9
315                  85-61-0;18439-24-2
321                     52-90-4;56-89-3
360                10-2005-9;10417-94-4
371                 146-14-5;84366-81-4
399                 1499-55-4;1499-55-4
414                   475-31-0;863-57-0
456                573-35-3;106032-59-1
492              141-82-2;26522-22-85-0
502              70442-25-0;104872-94-8
532                   997-55-7;997-55-7
583                    58-68-4;606-68-8
595                    11-58-0;111-58-0
631                1002-84-2;10002-84-2
662                  50-99-7;58459-37-3
663              18265-46-8;108321-99-9
667    24346-00-7;86867-01-8;86867-0108
708               85187-10-6;85187-10-6
747    2956-16-3;91183-98-1;137868-52-1
749               28053-08-9;63700-19-6
752                    69-93-2;120K5305
Warning: The "RI" column at position 2 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 "RI" 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.
Error: Column(s) with no name were found in the ["MS_METABOLITE_DATA"]["Data"] table.
Warning: The "" column at position 32 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.