Validation Log
2025-12-15 00:20:11.359301
mwtab Python Library Version: 2.0.0
Source:        https://www.metabolomicsworkbench.org/rest/study/analysis_id/AN003445/mwtab/json
Study ID:      ST002106
Analysis ID:   AN003445
File format:   json
Status: Contains Validation Issues
Number of Issues: 12

Number of Warnings: 7

Number of Value Errors: 7

Number of Consistency Errors: 0

Number of Format Errors: 5

Issue Log:
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 "InchiKEY" column at position 7 in the ["MS_METABOLITE_DATA"]["Metabolites"] table, matches a standard column name, "inchi_key". 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 "KEGGid" column at position 4 in the ["MS_METABOLITE_DATA"]["Metabolites"] table, matches a standard column name, "kegg_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 "KEGGid" column at position 4 in the ["MS_METABOLITE_DATA"]["Metabolites"] table, matches a standard column name, "kegg_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:
3      0
7      0
9      0
11     0
14     0
16     0
17     0
18     0
19     0
20     0
21     0
23     0
25     0
26     0
27     0
28     0
30     0
32     0
33     0
34     0
35     0
36     0
40     0
41     0
42     0
44     0
48     0
49     0
50     0
51     0
52     0
53     0
55     0
56     0
58     0
59     0
60     0
62     0
63     0
64     0
65     0
66     0
67     0
68     0
69     0
71     0
73     0
74     0
78     0
83     0
85     0
86     0
87     0
88     0
89     0
91     0
93     0
97     0
98     0
99     0
100    0
102    0
104    0
107    0
113    0
114    0
121    0
123    0
124    0
125    0
127    0
129    0
130    0
131    0
132    0
133    0
134    0
136    0
137    0
138    0
139    0
140    0
141    0
142    0
143    0
146    0
147    0
148    0
151    0
153    0
154    0
155    0
156    0
157    0
158    0
160    0
163    0
164    0
165    0
174    0
176    0
177    0
178    0
179    0
180    0
184    0
187    0
188    0
189    0
190    0
193    0
194    0
196    0
198    0
199    0
200    0
202    0
203    0
204    0
206    0
207    0
208    0
209    0
212    0
214    0
218    0
224    0
226    0
232    0
240    0
245    0
246    0
253    0
263    0
264    0
265    0
267    0
271    0
272    0
277    0
278    0
279    0
282    0
283    0
286    0
289    0
292    0
293    0
296    0
302    0
304    0
305    0
307    0
308    0
309    0
310    0
311    0
312    0
313    0
314    0
317    0
Warning: The "HMDBID" column at position 5 in the ["MS_METABOLITE_DATA"]["Metabolites"] table, matches a standard column name, "hmdb_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 "HMDBID" column at position 5 in the ["MS_METABOLITE_DATA"]["Metabolites"] table, matches a standard column name, "hmdb_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      0
1      0
3      0
6      0
7      0
31     0
34     0
40     0
41     0
45     0
46     0
47     0
49     0
51     0
54     0
57     0
58     0
59     0
60     0
62     0
63     0
65     0
71     0
73     0
76     0
78     0
79     0
80     0
81     0
82     0
84     0
86     0
87     0
88     0
89     0
91     0
95     0
97     0
99     0
102    0
111    0
112    0
113    0
114    0
123    0
124    0
125    0
126    0
128    0
129    0
131    0
132    0
133    0
134    0
136    0
137    0
138    0
140    0
141    0
142    0
143    0
146    0
147    0
148    0
149    0
153    0
154    0
156    0
157    0
160    0
163    0
174    0
177    0
179    0
194    0
196    0
202    0
203    0
204    0
206    0
212    0
214    0
224    0
226    0
227    0
229    0
232    0
233    0
240    0
250    0
251    0
255    0
258    0
265    0
268    0
277    0
280    0
286    0
288    0
300    0
305    0
308    0
309    0
310    0
311    0
313    0
316    0
317    0
Warning: The "Lmid" column at position 6 in the ["MS_METABOLITE_DATA"]["Metabolites"] table, matches a standard column name, "lm_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 "retention time" column at position 2 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.