Validation Log
2025-12-15 03:28:08.096908
mwtab Python Library Version: 2.0.0
Source:        https://www.metabolomicsworkbench.org/rest/study/analysis_id/AN007136/mwtab/json
Study ID:      ST004291
Analysis ID:   AN007136
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, "0.35 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 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:
0      0
1      0
2      0
3      0
4      0
5      0
9      0
10     0
11     0
13     0
14     0
15     0
17     0
18     0
19     0
23     0
26     0
27     0
28     0
32     0
37     0
38     0
39     0
41     0
42     0
44     0
46     0
48     0
49     0
53     0
56     0
57     0
59     0
60     0
61     0
62     0
63     0
65     0
66     0
71     0
72     0
74     0
75     0
76     0
80     0
82     0
83     0
89     0
91     0
93     0
94     0
95     0
96     0
98     0
99     0
100    0
101    0
102    0
103    0
104    0
109    0
114    0
115    0
116    0
117    0
118    0
120    0
121    0
122    0
123    0
126    0
128    0
130    0
134    0
136    0
138    0
142    0
144    0
145    0
146    0
147    0
148    0
153    0
154    0
155    0
156    0
157    0
158    0
162    0
165    0
169    0
172    0
175    0
176    0
179    0
180    0
182    0
185    0
186    0
187    0
188    0
191    0
192    0
194    0
196    0
199    0
200    0
201    0
203    0
205    0
207    0
209    0
212    0
214    0
217    0
220    0
221    0
224    0
225    0
228    0
229    0
231    0
233    0
234    0
235    0
236    0
237    0
240    0
243    0
244    0
245    0
250    0
251    0
254    0
256    0
257    0
258    0
259    0
261    0
262    0
264    0
266    0
270    0
274    0
276    0
278    0
279    0
281    0
284    0
285    0
287    0
289    0
290    0
291    0
292    0
295    0
296    0
299    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:
1      0
5      0
9      0
10     0
13     0
17     0
19     0
20     0
31     0
38     0
39     0
42     0
45     0
46     0
53     0
56     0
60     0
61     0
63     0
66     0
72     0
74     0
75     0
76     0
78     0
83     0
91     0
93     0
94     0
96     0
97     0
98     0
99     0
100    0
103    0
106    0
114    0
118    0
119    0
121    0
122    0
123    0
124    0
126    0
127    0
128    0
129    0
130    0
136    0
137    0
141    0
142    0
145    0
146    0
147    0
148    0
149    0
153    0
154    0
155    0
156    0
158    0
161    0
162    0
164    0
165    0
171    0
172    0
175    0
179    0
180    0
182    0
185    0
186    0
188    0
191    0
194    0
196    0
201    0
205    0
207    0
209    0
212    0
213    0
214    0
215    0
216    0
220    0
225    0
226    0
228    0
229    0
232    0
234    0
235    0
236    0
237    0
240    0
242    0
244    0
245    0
249    0
251    0
256    0
259    0
261    0
262    0
268    0
270    0
273    0
274    0
276    0
278    0
279    0
283    0
284    0
285    0
287    0
289    0
292    0
293    0
296    0
302    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.