Validation Log
2025-12-14 23:14:15.133265
mwtab Python Library Version: 2.0.0
Source:        https://www.metabolomicsworkbench.org/rest/study/analysis_id/AN002323/mwtab/json
Study ID:      ST001393
Analysis ID:   AN002323
File format:   json
Status: Contains Validation Issues
Number of Issues: 10

Number of Warnings: 4

Number of Value Errors: 5

Number of Consistency Errors: 0

Number of Format Errors: 5

Issue Log:
Error: The value, "Not applicable", 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 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.
Warning: The "quantitated 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.
Warning: The "KEGGNAME" column at position 4 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 "CHEBI" column at position 3 in the ["MS_METABOLITE_DATA"]["Metabolites"] table, matches a standard column name, "chebi_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 "CHEBI" column at position 3 in the ["MS_METABOLITE_DATA"]["Metabolites"] table, matches a standard column name, "chebi_id", and some of the values in the column do not match the expected type or format for that column. The non-matching values are:
0     CHEBI:16708
1     CHEBI:16680
2     CHEBI:15414
3     CHEBI:16977
4     CHEBI:16865
5     CHEBI:15682
6     CHEBI:17196
7     CHEBI:17053
8     CHEBI:17126
9     CHEBI:15354
10    CHEBI:16349
11    CHEBI:16283
12    CHEBI:17724
13    CHEBI:82766
14    CHEBI:16856
15    CHEBI:17858
16    CHEBI:16235
17    CHEBI:16750
18    CHEBI:15971
19    CHEBI:69061
20    CHEBI:15699
21    CHEBI:16668
22    CHEBI:17191
23    CHEBI:15603
24    CHEBI:18019
25    CHEBI:16811
26    CHEBI:17016
27    CHEBI:17752
28    CHEBI:15729
29    CHEBI:15611
30    CHEBI:17115
31     CHEBI:9532
32    CHEBI:16857
33    CHEBI:18095
34    CHEBI:18123
35    CHEBI:17895
36    CHEBI:16414
37    CHEBI:15940