Validation Log
2025-12-15 00:48:05.063417
mwtab Python Library Version: 2.0.0
Source:        https://www.metabolomicsworkbench.org/rest/study/analysis_id/AN003963/mwtab/json
Study ID:      ST002433
Analysis ID:   AN003963
File format:   json
Status: Contains Validation Issues
Number of Issues: 17

Number of Warnings: 12

Number of Value Errors: 13

Number of Consistency Errors: 2

Number of Format Errors: 1

Issue Log:
Error: The value, "37", in ["NM"]["TEMPERATURE"] should be a number followed by a space with a unit (ex. "5 V") from the following list: ['°C', 'C', 'K']. Ignore this when more complicated descriptions are required.
Error: Unknown or invalid section, "CHROMATOGRAPHY".
Error: The following metabolites in the, ["NMR_METABOLITE_DATA"]["Data"] table were not found in the ["NMR_METABOLITE_DATA"]["Metabolites"] table:
	"[2_3-13C_ 14N]Alanine"
	"[2_3-13C_ 15N]Alanine"
	"[U-13C_ 14N]Alanine"
	"[U-13C_ 15N]Alanine"
Error: The following metabolites in the ["NMR_METABOLITE_DATA"]["Metabolites"] table were not found in the ["NMR_METABOLITE_DATA"]["Data"] table:
	"[2,3-13C, 14N]Alanine"
	"[2,3-13C, 15N]Alanine"
	"[U-13C, 14N]Alanine"
	"[U-13C, 15N]Alanine"
Warning: The "ri" column at position 7 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 "ri_type" column at position 8 in the ["NMR_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 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 ["NMR_METABOLITE_DATA"]["Metabolites"] table.
Warning: The "pubchem_id" column at position 2 in the ["NMR_METABOLITE_DATA"]["Metabolites"] table has all null values.
Warning: The "inchi_key" column at position 3 in the ["NMR_METABOLITE_DATA"]["Metabolites"] table has all null values.
Warning: The "kegg_id" column at position 4 in the ["NMR_METABOLITE_DATA"]["Metabolites"] table has all null values.
Warning: The "other_id" column at position 5 in the ["NMR_METABOLITE_DATA"]["Metabolites"] table has all null values.
Warning: The "other_id_type" column at position 6 in the ["NMR_METABOLITE_DATA"]["Metabolites"] table has all null values.
Warning: The "ri" column at position 7 in the ["NMR_METABOLITE_DATA"]["Metabolites"] table has all null values.
Warning: The "ri_type" column at position 8 in the ["NMR_METABOLITE_DATA"]["Metabolites"] table has all null values.
Warning: The "moverz_quant" column at position 9 in the ["NMR_METABOLITE_DATA"]["Metabolites"] table has all null values.
Warning: The "" column at position 10 in the ["NMR_METABOLITE_DATA"]["Metabolites"] table has all null values.