Validation Log
2025-12-15 02:18:43.732353
mwtab Python Library Version: 2.0.0
Source:        https://www.metabolomicsworkbench.org/rest/study/analysis_id/AN005529/mwtab/json
Study ID:      ST003377
Analysis ID:   AN005529
File format:   json
Status: Contains Validation Issues
Number of Issues: 7

Number of Warnings: 4

Number of Value Errors: 6

Number of Consistency Errors: 1

Number of Format Errors: 0

Issue Log:
Error: The value, "35°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.
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 "m/z" column at position 2 in the ["MS_METABOLITE_DATA"]["Metabolites"] table, matches a standard column name, "moverz_quant". 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.
Error: Column(s) with no name were found in the ["MS_METABOLITE_DATA"]["Data"] table.
Warning: The "Huh7freshmedia_delip_3_MS2" column at position 14 in the ["MS_METABOLITE_DATA"]["Data"] table has all null values.
Warning: The "Huh7spentmedia_delip_AAVS_2_MS2" column at position 15 in the ["MS_METABOLITE_DATA"]["Data"] table has all null values.
Warning: The "" column at position 16 in the ["MS_METABOLITE_DATA"]["Data"] table has all null values.