Validation Log
2026-10-04 14:44:26.196929
mwtab Python Library Version: 2.1.1
Source:        https://www.metabolomicsworkbench.org/rest/study/analysis_id/AN008714/mwtab/json
Study ID:      ST005119
Analysis ID:   AN008714
File format:   json
Status: Contains Validation Issues
Number of Issues: 70

Number of Warnings: 63

Number of Value Errors: 66

Number of Consistency Errors: 2

Number of Format Errors: 0

Issue Log:
Error: The value, "99.2 - 220.3 kilograms", in ["SUBJECT"]["WEIGHT_OR_WEIGHT_RANGE"] should be a number or range (ex. "5-6") followed by a space with a unit (ex. "5 V") from the following list: ['g', 'mg', 'kg', 'lbs']. Ignore this when more complicated descriptions are required.
Error: The value, "140.5 - 185.5 centimeters", in ["SUBJECT"]["HEIGHT_OR_HEIGHT_RANGE"] should be a number or range (ex. "5-6") followed by a space with a unit (ex. "5 V") from the following list: ['cm', 'in']. Ignore this when more complicated descriptions are required.
Error: The value, "Male and female", in ["SUBJECT"]["GENDER"] should be one of "Male", "Female", "Male, Female", "Hermaphrodite", or "N/A". Ignore this when more complicated descriptions are required.
Error: The value, "45°C", 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 SSF at ["SUBJECT_SAMPLE_FACTORS"][0] has the following duplicate keys in its Additional sample data:
	"RAW_FILE_NAME(Raw file name)"
Warning: The SSF at ["SUBJECT_SAMPLE_FACTORS"][1] has the following duplicate keys in its Additional sample data:
	"RAW_FILE_NAME(Raw file name)"
Warning: The SSF at ["SUBJECT_SAMPLE_FACTORS"][2] has the following duplicate keys in its Additional sample data:
	"RAW_FILE_NAME(Raw file name)"
Warning: The SSF at ["SUBJECT_SAMPLE_FACTORS"][3] has the following duplicate keys in its Additional sample data:
	"RAW_FILE_NAME(Raw file name)"
Warning: The SSF at ["SUBJECT_SAMPLE_FACTORS"][4] has the following duplicate keys in its Additional sample data:
	"RAW_FILE_NAME(Raw file name)"
Warning: The SSF at ["SUBJECT_SAMPLE_FACTORS"][5] has the following duplicate keys in its Additional sample data:
	"RAW_FILE_NAME(Raw file name)"
Warning: The SSF at ["SUBJECT_SAMPLE_FACTORS"][6] has the following duplicate keys in its Additional sample data:
	"RAW_FILE_NAME(Raw file name)"
Warning: The SSF at ["SUBJECT_SAMPLE_FACTORS"][7] has the following duplicate keys in its Additional sample data:
	"RAW_FILE_NAME(Raw file name)"
Warning: The SSF at ["SUBJECT_SAMPLE_FACTORS"][8] has the following duplicate keys in its Additional sample data:
	"RAW_FILE_NAME(Raw file name)"
Warning: The SSF at ["SUBJECT_SAMPLE_FACTORS"][9] has the following duplicate keys in its Additional sample data:
	"RAW_FILE_NAME(Raw file name)"
Warning: The SSF at ["SUBJECT_SAMPLE_FACTORS"][10] has the following duplicate keys in its Additional sample data:
	"RAW_FILE_NAME(Raw file name)"
Warning: The SSF at ["SUBJECT_SAMPLE_FACTORS"][11] has the following duplicate keys in its Additional sample data:
	"RAW_FILE_NAME(Raw file name)"
Warning: The SSF at ["SUBJECT_SAMPLE_FACTORS"][12] has the following duplicate keys in its Additional sample data:
	"RAW_FILE_NAME(Raw file name)"
Warning: The SSF at ["SUBJECT_SAMPLE_FACTORS"][13] has the following duplicate keys in its Additional sample data:
	"RAW_FILE_NAME(Raw file name)"
Warning: The SSF at ["SUBJECT_SAMPLE_FACTORS"][14] has the following duplicate keys in its Additional sample data:
	"RAW_FILE_NAME(Raw file name)"
Warning: The SSF at ["SUBJECT_SAMPLE_FACTORS"][15] has the following duplicate keys in its Additional sample data:
	"RAW_FILE_NAME(Raw file name)"
Warning: The SSF at ["SUBJECT_SAMPLE_FACTORS"][16] has the following duplicate keys in its Additional sample data:
	"RAW_FILE_NAME(Raw file name)"
Warning: The SSF at ["SUBJECT_SAMPLE_FACTORS"][17] has the following duplicate keys in its Additional sample data:
	"RAW_FILE_NAME(Raw file name)"
Warning: The SSF at ["SUBJECT_SAMPLE_FACTORS"][18] has the following duplicate keys in its Additional sample data:
	"RAW_FILE_NAME(Raw file name)"
Warning: The SSF at ["SUBJECT_SAMPLE_FACTORS"][19] has the following duplicate keys in its Additional sample data:
	"RAW_FILE_NAME(Raw file name)"
Warning: The SSF at ["SUBJECT_SAMPLE_FACTORS"][20] has the following duplicate keys in its Additional sample data:
	"RAW_FILE_NAME(Raw file name)"
Warning: The SSF at ["SUBJECT_SAMPLE_FACTORS"][21] has the following duplicate keys in its Additional sample data:
	"RAW_FILE_NAME(Raw file name)"
Warning: The SSF at ["SUBJECT_SAMPLE_FACTORS"][22] has the following duplicate keys in its Additional sample data:
	"RAW_FILE_NAME(Raw file name)"
Warning: The SSF at ["SUBJECT_SAMPLE_FACTORS"][23] has the following duplicate keys in its Additional sample data:
	"RAW_FILE_NAME(Raw file name)"
Warning: The SSF at ["SUBJECT_SAMPLE_FACTORS"][24] has the following duplicate keys in its Additional sample data:
	"RAW_FILE_NAME(Raw file name)"
Warning: The SSF at ["SUBJECT_SAMPLE_FACTORS"][25] has the following duplicate keys in its Additional sample data:
	"RAW_FILE_NAME(Raw file name)"
Warning: The SSF at ["SUBJECT_SAMPLE_FACTORS"][26] has the following duplicate keys in its Additional sample data:
	"RAW_FILE_NAME(Raw file name)"
Warning: The SSF at ["SUBJECT_SAMPLE_FACTORS"][27] has the following duplicate keys in its Additional sample data:
	"RAW_FILE_NAME(Raw file name)"
Warning: The SSF at ["SUBJECT_SAMPLE_FACTORS"][28] has the following duplicate keys in its Additional sample data:
	"RAW_FILE_NAME(Raw file name)"
Warning: The SSF at ["SUBJECT_SAMPLE_FACTORS"][29] has the following duplicate keys in its Additional sample data:
	"RAW_FILE_NAME(Raw file name)"
Warning: The SSF at ["SUBJECT_SAMPLE_FACTORS"][30] has the following duplicate keys in its Additional sample data:
	"RAW_FILE_NAME(Raw file name)"
Warning: The SSF at ["SUBJECT_SAMPLE_FACTORS"][31] has the following duplicate keys in its Additional sample data:
	"RAW_FILE_NAME(Raw file name)"
Warning: The SSF at ["SUBJECT_SAMPLE_FACTORS"][32] has the following duplicate keys in its Additional sample data:
	"RAW_FILE_NAME(Raw file name)"
Warning: The SSF at ["SUBJECT_SAMPLE_FACTORS"][33] has the following duplicate keys in its Additional sample data:
	"RAW_FILE_NAME(Raw file name)"
Warning: The SSF at ["SUBJECT_SAMPLE_FACTORS"][34] has the following duplicate keys in its Additional sample data:
	"RAW_FILE_NAME(Raw file name)"
Warning: The SSF at ["SUBJECT_SAMPLE_FACTORS"][35] has the following duplicate keys in its Additional sample data:
	"RAW_FILE_NAME(Raw file name)"
Warning: The SSF at ["SUBJECT_SAMPLE_FACTORS"][36] has the following duplicate keys in its Additional sample data:
	"RAW_FILE_NAME(Raw file name)"
Warning: The SSF at ["SUBJECT_SAMPLE_FACTORS"][37] has the following duplicate keys in its Additional sample data:
	"RAW_FILE_NAME(Raw file name)"
Warning: The SSF at ["SUBJECT_SAMPLE_FACTORS"][38] has the following duplicate keys in its Additional sample data:
	"RAW_FILE_NAME(Raw file name)"
Warning: The SSF at ["SUBJECT_SAMPLE_FACTORS"][39] has the following duplicate keys in its Additional sample data:
	"RAW_FILE_NAME(Raw file name)"
Warning: The SSF at ["SUBJECT_SAMPLE_FACTORS"][40] has the following duplicate keys in its Additional sample data:
	"RAW_FILE_NAME(Raw file name)"
Warning: The SSF at ["SUBJECT_SAMPLE_FACTORS"][41] has the following duplicate keys in its Additional sample data:
	"RAW_FILE_NAME(Raw file name)"
Warning: The SSF at ["SUBJECT_SAMPLE_FACTORS"][42] has the following duplicate keys in its Additional sample data:
	"RAW_FILE_NAME(Raw file name)"
Warning: The SSF at ["SUBJECT_SAMPLE_FACTORS"][43] has the following duplicate keys in its Additional sample data:
	"RAW_FILE_NAME(Raw file name)"
Warning: The SSF at ["SUBJECT_SAMPLE_FACTORS"][44] has the following duplicate keys in its Additional sample data:
	"RAW_FILE_NAME(Raw file name)"
Warning: The SSF at ["SUBJECT_SAMPLE_FACTORS"][45] has the following duplicate keys in its Additional sample data:
	"RAW_FILE_NAME(Raw file name)"
Warning: The SSF at ["SUBJECT_SAMPLE_FACTORS"][46] has the following duplicate keys in its Additional sample data:
	"RAW_FILE_NAME(Raw file name)"
Warning: The SSF at ["SUBJECT_SAMPLE_FACTORS"][47] has the following duplicate keys in its Additional sample data:
	"RAW_FILE_NAME(Raw file name)"
Warning: The SSF at ["SUBJECT_SAMPLE_FACTORS"][48] has the following duplicate keys in its Additional sample data:
	"RAW_FILE_NAME(Raw file name)"
Warning: The SSF at ["SUBJECT_SAMPLE_FACTORS"][49] has the following duplicate keys in its Additional sample data:
	"RAW_FILE_NAME(Raw file name)"
Warning: The SSF at ["SUBJECT_SAMPLE_FACTORS"][50] has the following duplicate keys in its Additional sample data:
	"RAW_FILE_NAME(Raw file name)"
Warning: The SSF at ["SUBJECT_SAMPLE_FACTORS"][51] has the following duplicate keys in its Additional sample data:
	"RAW_FILE_NAME(Raw file name)"
Error: The following metabolites in the, ["MS_METABOLITE_DATA"]["Data"] table were not found in the ["MS_METABOLITE_DATA"]["Metabolites"] table:
	"2^ 3^-Cyclic CMP"
	"Pyridoxamine 5^-phosphate"
Error: The following metabolites in the ["MS_METABOLITE_DATA"]["Metabolites"] table were not found in the ["MS_METABOLITE_DATA"]["Data"] table:
	"2' 3'-Cyclic CMP"
	"Pyridoxamine 5'-phosphate"
Warning: The "refmet_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 "ri" column at position 8 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 "ri_type" column at position 9 in the ["MS_METABOLITE_DATA"]["Metabolites"] table, matches a standard column name, "retention_index_type". 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 pair, "ri" and "ri_type", in the METABOLITES table should have data in the same rows, but at least one row has data in one column and nothing in the other.
Warning: The standard column, "other_id", was found in the METABOLITES table as "other_id". If this column contains database IDs for standard databases such as KEGG, PubChem, HMDB, etc., it is recommended to make individual columns for these and not lump them together into a less descriptive "other_id" column.
Error: Column(s) with no name were found in the ["MS_METABOLITE_DATA"]["Metabolites"] table.
Warning: The "pubchem_id" column at position 3 in the ["MS_METABOLITE_DATA"]["Metabolites"] table has all null values.
Warning: The "inchi_key" column at position 4 in the ["MS_METABOLITE_DATA"]["Metabolites"] table has all null values.
Warning: The "other_id" column at position 6 in the ["MS_METABOLITE_DATA"]["Metabolites"] table has all null values.
Warning: The "other_id_type" column at position 7 in the ["MS_METABOLITE_DATA"]["Metabolites"] table has all null values.
Warning: The "ri_type" column at position 9 in the ["MS_METABOLITE_DATA"]["Metabolites"] table has all null values.
Warning: The "" column at position 11 in the ["MS_METABOLITE_DATA"]["Metabolites"] table has all null values.