Validation Log
2025-12-15 03:07:42.828074
mwtab Python Library Version: 2.0.0
Source:        https://www.metabolomicsworkbench.org/rest/study/analysis_id/AN006590/mwtab/json
Study ID:      ST003998
Analysis ID:   AN006590
File format:   json
Status: Contains Validation Issues
Number of Issues: 5

Number of Warnings: 4

Number of Value Errors: 5

Number of Consistency Errors: 0

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.
Warning: The "Calc. MW" 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 "Formula" column at position 2 in the ["MS_METABOLITE_DATA"]["Metabolites"] table, matches a standard column name, "formula", and some of the values in the column do not match the expected type or format for that column. The non-matching values are:
9        C9 H7 N O
10      C8 H9 N O4
12    C18 H39 N O3
15      C6 H5 N O3
20      C5 H9 N O2
21      C5 H7 N O3
23     C7 H15 N O3
25       C9 H7 N O
32     C6 H13 N O2
34      C5 H9 N O4
35     C9 H11 N O2
36     C9 H11 N O3
39      C6 H5 N O2
46     C11 H9 N O2
48     C10 H7 N O3
Warning: The "Pubchem CID" column at position 6 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 "RT [min]" column at position 5 in the ["MS_METABOLITE_DATA"]["Metabolites"] table, matches a standard column name, "retention_time". 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.