Validation Log
2025-12-15 01:20:37.686964
mwtab Python Library Version: 2.0.0
Source:        https://www.metabolomicsworkbench.org/rest/study/analysis_id/AN004543/mwtab/json
Study ID:      ST002792
Analysis ID:   AN004543
File format:   json
Status: Contains Validation Issues
Number of Issues: 9

Number of Warnings: 7

Number of Value Errors: 9

Number of Consistency Errors: 0

Number of Format Errors: 0

Issue Log:
Error: The value, "0.3 ml/min", in ["CHROMATOGRAPHY"]["FLOW_RATE"] should be a number or range (ex. "5-6") followed by a space with a unit (ex. "5 V") from the following list: ['mL/min', 'uL/min', 'μL/min']. Ignore this when more complicated descriptions are required.
Error: The value, "25", 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 "InchiKEY" column at position 6 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
4      0
6      0
7      0
9      0
10     0
11     0
12     0
13     0
15     0
16     0
17     0
19     0
20     0
21     0
22     0
26     0
27     0
28     0
30     0
32     0
33     0
34     0
36     0
37     0
38     0
40     0
41     0
43     0
45     0
46     0
47     0
48     0
49     0
51     0
52     0
53     0
54     0
55     0
56     0
57     0
58     0
59     0
61     0
62     0
63     0
64     0
65     0
66     0
68     0
69     0
70     0
71     0
72     0
74     0
75     0
76     0
77     0
78     0
81     0
82     0
83     0
84     0
88     0
89     0
90     0
91     0
92     0
93     0
94     0
95     0
96     0
97     0
101    0
103    0
104    0
107    0
108    0
109    0
111    0
115    0
119    0
122    0
124    0
125    0
126    0
127    0
128    0
129    0
130    0
131    0
132    0
133    0
134    0
135    0
136    0
137    0
138    0
139    0
141    0
142    0
143    0
144    0
145    0
146    0
147    0
148    0
149    0
150    0
151    0
152    0
154    0
155    0
156    0
157    0
158    0
159    0
160    0
161    0
162    0
163    0
165    0
168    0
169    0
170    0
171    0
172    0
173    0
175    0
177    0
178    0
179    0
182    0
183    0
184    0
187    0
190    0
199    0
200    0
201    0
206    0
207    0
208    0
209    0
211    0
212    0
213    0
218    0
219    0
220    0
221    0
227    0
230    0
232    0
233    0
235    0
240    0
241    0
256    0
272    0
277    0
281    0
283    0
287    0
290    0
295    0
301    0
303    0
304    0
305    0
306    0
308    0
309    0
312    0
315    0
318    0
319    0
320    0
325    0
327    0
328    0
330    0
337    0
341    0
343    0
344    0
350    0
Warning: The "HMDBID" column at position 7 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 7 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:
1      0
4      0
5      0
7      0
10     0
14     0
16     0
17     0
18     0
23     0
26     0
35     0
38     0
39     0
40     0
43     0
45     0
47     0
51     0
54     0
55     0
56     0
57     0
62     0
64     0
65     0
66     0
68     0
69     0
70     0
73     0
77     0
78     0
82     0
83     0
84     0
88     0
89     0
90     0
93     0
94     0
95     0
96     0
101    0
102    0
106    0
109    0
111    0
113    0
116    0
117    0
118    0
119    0
121    0
123    0
125    0
126    0
127    0
130    0
131    0
132    0
133    0
136    0
137    0
138    0
141    0
143    0
145    0
146    0
147    0
148    0
149    0
150    0
151    0
152    0
154    0
156    0
157    0
158    0
159    0
160    0
161    0
162    0
163    0
164    0
165    0
168    0
169    0
170    0
171    0
172    0
173    0
174    0
175    0
178    0
179    0
183    0
190    0
192    0
201    0
212    0
218    0
227    0
230    0
232    0
240    0
255    0
256    0
262    0
263    0
267    0
268    0
271    0
274    0
275    0
277    0
288    0
290    0
295    0
297    0
307    0
308    0
309    0
313    0
315    0
317    0
320    0
322    0
323    0
324    0
326    0
327    0
333    0
334    0
336    0
337    0
340    0
341    0
344    0
345    0
346    0
347    0
349    0
350    0
Warning: The "Lmid" column at position 5 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.