Validation Log
2025-12-15 02:07:08.714642
mwtab Python Library Version: 2.0.0
Source:        https://www.metabolomicsworkbench.org/rest/study/analysis_id/AN005313/mwtab/json
Study ID:      ST003243
Analysis ID:   AN005313
File format:   json
Status: Contains Validation Issues
Number of Issues: 31

Number of Warnings: 28

Number of Value Errors: 29

Number of Consistency Errors: 0

Number of Format Errors: 0

Issue Log:
Error: The value, "Male and female", 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 value, "0.400 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, "50", 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 "Average Mz" column at position 4 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 "Reference m/z" column at position 10 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 "m/z matched" column at position 17 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 "m/z matched" column at position 17 in the ["MS_METABOLITE_DATA"]["Metabolites"] table, matches a standard column name, "moverz_quant", 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      TRUE
1      TRUE
2      TRUE
3      TRUE
4      TRUE
5      TRUE
6      TRUE
7      TRUE
8      TRUE
9      TRUE
10     TRUE
11     TRUE
12     TRUE
13     TRUE
14     TRUE
15     TRUE
16     TRUE
17     TRUE
18     TRUE
19     TRUE
20     TRUE
21     TRUE
22     TRUE
23     TRUE
24     TRUE
25     TRUE
26     TRUE
27     TRUE
28     TRUE
29     TRUE
30     TRUE
31     TRUE
32     TRUE
33     TRUE
34     TRUE
35     TRUE
36     TRUE
37     TRUE
38     TRUE
39     TRUE
40     TRUE
41     TRUE
42     TRUE
43     TRUE
44     TRUE
45     TRUE
46     TRUE
47     TRUE
48     TRUE
49     TRUE
50     TRUE
51     TRUE
52     TRUE
53     TRUE
54     TRUE
55     TRUE
56     TRUE
57     TRUE
58     TRUE
59     TRUE
60     TRUE
61     TRUE
62     TRUE
63     TRUE
64     TRUE
65     TRUE
66     TRUE
67     TRUE
68     TRUE
69     TRUE
70     TRUE
71     TRUE
72     TRUE
73     TRUE
74     TRUE
75     TRUE
76     TRUE
77     TRUE
78     TRUE
79     TRUE
80     TRUE
81     TRUE
82     TRUE
83     TRUE
84     TRUE
85     TRUE
86     TRUE
87     TRUE
88     TRUE
89     TRUE
90     TRUE
91     TRUE
92     TRUE
93     TRUE
94     TRUE
95     TRUE
96     TRUE
97     TRUE
98     TRUE
99     TRUE
100    TRUE
101    TRUE
102    TRUE
103    TRUE
104    TRUE
105    TRUE
106    TRUE
107    TRUE
108    TRUE
109    TRUE
110    TRUE
111    TRUE
112    TRUE
113    TRUE
114    TRUE
115    TRUE
116    TRUE
117    TRUE
118    TRUE
119    TRUE
120    TRUE
121    TRUE
122    TRUE
123    TRUE
124    TRUE
125    TRUE
126    TRUE
127    TRUE
128    TRUE
129    TRUE
130    TRUE
131    TRUE
132    TRUE
133    TRUE
134    TRUE
135    TRUE
136    TRUE
137    TRUE
138    TRUE
139    TRUE
140    TRUE
141    TRUE
142    TRUE
143    TRUE
144    TRUE
145    TRUE
146    TRUE
147    TRUE
148    TRUE
149    TRUE
150    TRUE
151    TRUE
152    TRUE
153    TRUE
154    TRUE
155    TRUE
156    TRUE
157    TRUE
158    TRUE
159    TRUE
160    TRUE
161    TRUE
162    TRUE
163    TRUE
164    TRUE
165    TRUE
166    TRUE
167    TRUE
168    TRUE
169    TRUE
170    TRUE
171    TRUE
172    TRUE
173    TRUE
174    TRUE
175    TRUE
176    TRUE
177    TRUE
178    TRUE
179    TRUE
180    TRUE
181    TRUE
182    TRUE
183    TRUE
184    TRUE
185    TRUE
186    TRUE
187    TRUE
188    TRUE
189    TRUE
190    TRUE
191    TRUE
192    TRUE
193    TRUE
194    TRUE
195    TRUE
196    TRUE
197    TRUE
198    TRUE
199    TRUE
200    TRUE
201    TRUE
202    TRUE
203    TRUE
204    TRUE
205    TRUE
206    TRUE
207    TRUE
208    TRUE
209    TRUE
210    TRUE
211    TRUE
212    TRUE
213    TRUE
214    TRUE
215    TRUE
216    TRUE
217    TRUE
218    TRUE
219    TRUE
220    TRUE
221    TRUE
222    TRUE
223    TRUE
224    TRUE
225    TRUE
226    TRUE
227    TRUE
228    TRUE
229    TRUE
230    TRUE
231    TRUE
232    TRUE
233    TRUE
234    TRUE
235    TRUE
236    TRUE
237    TRUE
238    TRUE
239    TRUE
240    TRUE
241    TRUE
242    TRUE
243    TRUE
244    TRUE
245    TRUE
246    TRUE
247    TRUE
248    TRUE
249    TRUE
250    TRUE
251    TRUE
252    TRUE
253    TRUE
254    TRUE
255    TRUE
256    TRUE
257    TRUE
258    TRUE
259    TRUE
260    TRUE
261    TRUE
262    TRUE
263    TRUE
264    TRUE
265    TRUE
266    TRUE
267    TRUE
268    TRUE
269    TRUE
270    TRUE
271    TRUE
272    TRUE
273    TRUE
274    TRUE
275    TRUE
276    TRUE
277    TRUE
278    TRUE
279    TRUE
280    TRUE
281    TRUE
282    TRUE
283    TRUE
284    TRUE
285    TRUE
286    TRUE
287    TRUE
288    TRUE
289    TRUE
290    TRUE
291    TRUE
292    TRUE
293    TRUE
294    TRUE
295    TRUE
296    TRUE
297    TRUE
298    TRUE
299    TRUE
300    TRUE
301    TRUE
302    TRUE
303    TRUE
304    TRUE
305    TRUE
306    TRUE
307    TRUE
308    TRUE
309    TRUE
310    TRUE
311    TRUE
312    TRUE
313    TRUE
314    TRUE
315    TRUE
316    TRUE
317    TRUE
318    TRUE
319    TRUE
320    TRUE
321    TRUE
322    TRUE
323    TRUE
324    TRUE
325    TRUE
326    TRUE
327    TRUE
328    TRUE
329    TRUE
330    TRUE
331    TRUE
332    TRUE
333    TRUE
334    TRUE
335    TRUE
336    TRUE
337    TRUE
338    TRUE
339    TRUE
340    TRUE
341    TRUE
342    TRUE
343    TRUE
344    TRUE
345    TRUE
346    TRUE
347    TRUE
348    TRUE
349    TRUE
350    TRUE
351    TRUE
352    TRUE
353    TRUE
354    TRUE
355    TRUE
356    TRUE
357    TRUE
358    TRUE
359    TRUE
360    TRUE
361    TRUE
362    TRUE
363    TRUE
364    TRUE
365    TRUE
366    TRUE
367    TRUE
368    TRUE
369    TRUE
Warning: The "Isotope tracking weight number" column at position 23 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 "Spectrum reference file name" column at position 30 in the ["MS_METABOLITE_DATA"]["Metabolites"] table, matches a standard column name, "mass_spectrum". 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 "MS1 isotopic spectrum" column at position 31 in the ["MS_METABOLITE_DATA"]["Metabolites"] table, matches a standard column name, "mass_spectrum". 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 "MS/MS spectrum" column at position 32 in the ["MS_METABOLITE_DATA"]["Metabolites"] table, matches a standard column name, "mass_spectrum". 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 "Spectrum reference file name" column at position 30 in the ["MS_METABOLITE_DATA"]["Metabolites"] table, matches a standard column name, "mass_spectrum", 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       6-08-18-2022-POS-Isaac-L03
1       7-08-18-2022-POS-Isaac-L04
2      22-08-18-2022-POS-Isaac-L18
3      14-08-18-2022-POS-Isaac-L10
4      13-08-18-2022-POS-Isaac-L09
5      13-08-18-2022-POS-Isaac-L09
6      14-08-18-2022-POS-Isaac-L10
7       4-08-18-2022-POS-Isaac-L01
8       7-08-18-2022-POS-Isaac-L04
9      26-08-18-2022-POS-Isaac-S03
10      8-08-18-2022-POS-Isaac-L05
11     27-08-18-2022-POS-Isaac-S04
12     27-08-18-2022-POS-Isaac-S04
13     15-08-18-2022-POS-Isaac-L11
14     21-08-18-2022-POS-Isaac-L17
15      7-08-18-2022-POS-Isaac-L04
16     16-08-18-2022-POS-Isaac-L12
17      8-08-18-2022-POS-Isaac-L05
18     30-08-18-2022-POS-Isaac-S07
19     15-08-18-2022-POS-Isaac-L11
20      7-08-18-2022-POS-Isaac-L04
21     10-08-18-2022-POS-Isaac-L07
22     13-08-18-2022-POS-Isaac-L09
23     15-08-18-2022-POS-Isaac-L11
24     19-08-18-2022-POS-Isaac-L15
25     19-08-18-2022-POS-Isaac-L15
26     15-08-18-2022-POS-Isaac-L11
27      9-08-18-2022-POS-Isaac-L06
28     15-08-18-2022-POS-Isaac-L11
29     19-08-18-2022-POS-Isaac-L15
30      7-08-18-2022-POS-Isaac-L04
31     19-08-18-2022-POS-Isaac-L15
32     16-08-18-2022-POS-Isaac-L12
33     18-08-18-2022-POS-Isaac-L14
34      4-08-18-2022-POS-Isaac-L01
35      4-08-18-2022-POS-Isaac-L01
36     19-08-18-2022-POS-Isaac-L15
37     21-08-18-2022-POS-Isaac-L17
38          12-08-18-2022-Pos-QC01
39     29-08-18-2022-POS-Isaac-S06
40          23-08-18-2022-Pos-QC02
41     18-08-18-2022-POS-Isaac-L14
42      4-08-18-2022-POS-Isaac-L01
43     19-08-18-2022-POS-Isaac-L15
44      8-08-18-2022-POS-Isaac-L05
45     19-08-18-2022-POS-Isaac-L15
46     17-08-18-2022-POS-Isaac-L13
47     31-08-18-2022-POS-Isaac-S08
48     38-08-18-2022-POS-Isaac-S14
49      5-08-18-2022-POS-Isaac-L02
50      4-08-18-2022-POS-Isaac-L01
51     16-08-18-2022-POS-Isaac-L12
52     10-08-18-2022-POS-Isaac-L07
53      5-08-18-2022-POS-Isaac-L02
54     21-08-18-2022-POS-Isaac-L17
55     14-08-18-2022-POS-Isaac-L10
56     22-08-18-2022-POS-Isaac-L18
57     21-08-18-2022-POS-Isaac-L17
58     11-08-18-2022-POS-Isaac-L08
59     16-08-18-2022-POS-Isaac-L12
60      9-08-18-2022-POS-Isaac-L06
61      7-08-18-2022-POS-Isaac-L04
62     28-08-18-2022-POS-Isaac-S05
63     35-08-18-2022-POS-Isaac-S11
64      5-08-18-2022-POS-Isaac-L02
65     38-08-18-2022-POS-Isaac-S14
66     28-08-18-2022-POS-Isaac-S05
67          23-08-18-2022-Pos-QC02
68          23-08-18-2022-Pos-QC02
69     33-08-18-2022-POS-Isaac-S10
70     42-08-18-2022-POS-Isaac-S18
71     29-08-18-2022-POS-Isaac-S06
72     37-08-18-2022-POS-Isaac-S13
73     20-08-18-2022-POS-Isaac-L16
74        43-08-18-2022-Pos-QC04-S
75      4-08-18-2022-POS-Isaac-L01
76     32-08-18-2022-POS-Isaac-S09
77        43-08-18-2022-Pos-QC04-S
78     27-08-18-2022-POS-Isaac-S04
79     29-08-18-2022-POS-Isaac-S06
80     41-08-18-2022-POS-Isaac-S17
81        43-08-18-2022-Pos-QC04-S
82        43-08-18-2022-Pos-QC04-S
83        43-08-18-2022-Pos-QC04-S
84     13-08-18-2022-POS-Isaac-L09
85      4-08-18-2022-POS-Isaac-L01
86     13-08-18-2022-POS-Isaac-L09
87     14-08-18-2022-POS-Isaac-L10
88      7-08-18-2022-POS-Isaac-L04
89      9-08-18-2022-POS-Isaac-L06
90      8-08-18-2022-POS-Isaac-L05
91        43-08-18-2022-Pos-QC04-S
92          23-08-18-2022-Pos-QC02
93     22-08-18-2022-POS-Isaac-L18
94     10-08-18-2022-POS-Isaac-L07
95      9-08-18-2022-POS-Isaac-L06
96     15-08-18-2022-POS-Isaac-L11
97     22-08-18-2022-POS-Isaac-L18
98     13-08-18-2022-POS-Isaac-L09
99          12-08-18-2022-Pos-QC01
100     7-08-18-2022-POS-Isaac-L04
101    14-08-18-2022-POS-Isaac-L10
102     9-08-18-2022-POS-Isaac-L06
103     7-08-18-2022-POS-Isaac-L04
104         12-08-18-2022-Pos-QC01
105    13-08-18-2022-POS-Isaac-L09
106     5-08-18-2022-POS-Isaac-L02
107     7-08-18-2022-POS-Isaac-L04
108     6-08-18-2022-POS-Isaac-L03
109    14-08-18-2022-POS-Isaac-L10
110         23-08-18-2022-Pos-QC02
111    15-08-18-2022-POS-Isaac-L11
112    18-08-18-2022-POS-Isaac-L14
113       34-08-18-2022-Pos-QC03-S
114     9-08-18-2022-POS-Isaac-L06
115    41-08-18-2022-POS-Isaac-S17
116     4-08-18-2022-POS-Isaac-L01
117    10-08-18-2022-POS-Isaac-L07
118    15-08-18-2022-POS-Isaac-L11
119     6-08-18-2022-POS-Isaac-L03
120         12-08-18-2022-Pos-QC01
121    16-08-18-2022-POS-Isaac-L12
122     9-08-18-2022-POS-Isaac-L06
123    17-08-18-2022-POS-Isaac-L13
124     7-08-18-2022-POS-Isaac-L04
125     7-08-18-2022-POS-Isaac-L04
126     6-08-18-2022-POS-Isaac-L03
127    14-08-18-2022-POS-Isaac-L10
128    10-08-18-2022-POS-Isaac-L07
129    17-08-18-2022-POS-Isaac-L13
130    17-08-18-2022-POS-Isaac-L13
131    15-08-18-2022-POS-Isaac-L11
132         12-08-18-2022-Pos-QC01
133     7-08-18-2022-POS-Isaac-L04
134     8-08-18-2022-POS-Isaac-L05
135    38-08-18-2022-POS-Isaac-S14
136     6-08-18-2022-POS-Isaac-L03
137     9-08-18-2022-POS-Isaac-L06
138     4-08-18-2022-POS-Isaac-L01
139     6-08-18-2022-POS-Isaac-L03
140    41-08-18-2022-POS-Isaac-S17
141    11-08-18-2022-POS-Isaac-L08
142     6-08-18-2022-POS-Isaac-L03
143     8-08-18-2022-POS-Isaac-L05
144     4-08-18-2022-POS-Isaac-L01
145     5-08-18-2022-POS-Isaac-L02
146     4-08-18-2022-POS-Isaac-L01
147    13-08-18-2022-POS-Isaac-L09
148     8-08-18-2022-POS-Isaac-L05
149    10-08-18-2022-POS-Isaac-L07
150    16-08-18-2022-POS-Isaac-L12
151     9-08-18-2022-POS-Isaac-L06
152    39-08-18-2022-POS-Isaac-S15
153    27-08-18-2022-POS-Isaac-S04
154    20-08-18-2022-POS-Isaac-L16
155     6-08-18-2022-POS-Isaac-L03
156         12-08-18-2022-Pos-QC01
157     9-08-18-2022-POS-Isaac-L06
158    13-08-18-2022-POS-Isaac-L09
159    10-08-18-2022-POS-Isaac-L07
160    18-08-18-2022-POS-Isaac-L14
161     4-08-18-2022-POS-Isaac-L01
162     5-08-18-2022-POS-Isaac-L02
163     6-08-18-2022-POS-Isaac-L03
164    29-08-18-2022-POS-Isaac-S06
165    14-08-18-2022-POS-Isaac-L10
166     9-08-18-2022-POS-Isaac-L06
167     4-08-18-2022-POS-Isaac-L01
168    27-08-18-2022-POS-Isaac-S04
169    15-08-18-2022-POS-Isaac-L11
170     9-08-18-2022-POS-Isaac-L06
171    13-08-18-2022-POS-Isaac-L09
172    11-08-18-2022-POS-Isaac-L08
173     6-08-18-2022-POS-Isaac-L03
174         12-08-18-2022-Pos-QC01
175    11-08-18-2022-POS-Isaac-L08
176    20-08-18-2022-POS-Isaac-L16
177    20-08-18-2022-POS-Isaac-L16
178    20-08-18-2022-POS-Isaac-L16
179    14-08-18-2022-POS-Isaac-L10
180     4-08-18-2022-POS-Isaac-L01
181    18-08-18-2022-POS-Isaac-L14
182     5-08-18-2022-POS-Isaac-L02
183     9-08-18-2022-POS-Isaac-L06
184    21-08-18-2022-POS-Isaac-L17
185     8-08-18-2022-POS-Isaac-L05
186     7-08-18-2022-POS-Isaac-L04
187    11-08-18-2022-POS-Isaac-L08
188    21-08-18-2022-POS-Isaac-L17
189     6-08-18-2022-POS-Isaac-L03
190     4-08-18-2022-POS-Isaac-L01
191    22-08-18-2022-POS-Isaac-L18
192    25-08-18-2022-POS-Isaac-S02
193         23-08-18-2022-Pos-QC02
194    18-08-18-2022-POS-Isaac-L14
195    22-08-18-2022-POS-Isaac-L18
196     5-08-18-2022-POS-Isaac-L02
197    26-08-18-2022-POS-Isaac-S03
198    31-08-18-2022-POS-Isaac-S08
199     9-08-18-2022-POS-Isaac-L06
200    36-08-18-2022-POS-Isaac-S12
201     4-08-18-2022-POS-Isaac-L01
202    11-08-18-2022-POS-Isaac-L08
203    19-08-18-2022-POS-Isaac-L15
204    17-08-18-2022-POS-Isaac-L13
205     7-08-18-2022-POS-Isaac-L04
206    20-08-18-2022-POS-Isaac-L16
207         12-08-18-2022-Pos-QC01
208         23-08-18-2022-Pos-QC02
209         23-08-18-2022-Pos-QC02
210    18-08-18-2022-POS-Isaac-L14
211    26-08-18-2022-POS-Isaac-S03
212    30-08-18-2022-POS-Isaac-S07
213    28-08-18-2022-POS-Isaac-S05
214    38-08-18-2022-POS-Isaac-S14
215     9-08-18-2022-POS-Isaac-L06
216     9-08-18-2022-POS-Isaac-L06
217     8-08-18-2022-POS-Isaac-L05
218    16-08-18-2022-POS-Isaac-L12
219    40-08-18-2022-POS-Isaac-S16
220         23-08-18-2022-Pos-QC02
221    19-08-18-2022-POS-Isaac-L15
222     5-08-18-2022-POS-Isaac-L02
223    14-08-18-2022-POS-Isaac-L10
224    10-08-18-2022-POS-Isaac-L07
225    16-08-18-2022-POS-Isaac-L12
226     8-08-18-2022-POS-Isaac-L05
227     8-08-18-2022-POS-Isaac-L05
228    30-08-18-2022-POS-Isaac-S07
229    17-08-18-2022-POS-Isaac-L13
230    18-08-18-2022-POS-Isaac-L14
231     6-08-18-2022-POS-Isaac-L03
232     7-08-18-2022-POS-Isaac-L04
233     7-08-18-2022-POS-Isaac-L04
234         12-08-18-2022-Pos-QC01
235     6-08-18-2022-POS-Isaac-L03
236    40-08-18-2022-POS-Isaac-S16
237     8-08-18-2022-POS-Isaac-L05
238    39-08-18-2022-POS-Isaac-S15
239     7-08-18-2022-POS-Isaac-L04
240    40-08-18-2022-POS-Isaac-S16
241    33-08-18-2022-POS-Isaac-S10
242    16-08-18-2022-POS-Isaac-L12
243    31-08-18-2022-POS-Isaac-S08
244     7-08-18-2022-POS-Isaac-L04
245     6-08-18-2022-POS-Isaac-L03
246    38-08-18-2022-POS-Isaac-S14
247    41-08-18-2022-POS-Isaac-S17
248    17-08-18-2022-POS-Isaac-L13
249    39-08-18-2022-POS-Isaac-S15
250    38-08-18-2022-POS-Isaac-S14
251     6-08-18-2022-POS-Isaac-L03
252     9-08-18-2022-POS-Isaac-L06
253    35-08-18-2022-POS-Isaac-S11
254    28-08-18-2022-POS-Isaac-S05
255     7-08-18-2022-POS-Isaac-L04
256    19-08-18-2022-POS-Isaac-L15
257    16-08-18-2022-POS-Isaac-L12
258    31-08-18-2022-POS-Isaac-S08
259     6-08-18-2022-POS-Isaac-L03
260    30-08-18-2022-POS-Isaac-S07
261    28-08-18-2022-POS-Isaac-S05
262    42-08-18-2022-POS-Isaac-S18
263     6-08-18-2022-POS-Isaac-L03
264    42-08-18-2022-POS-Isaac-S18
265    36-08-18-2022-POS-Isaac-S12
266     6-08-18-2022-POS-Isaac-L03
267    14-08-18-2022-POS-Isaac-L10
268    19-08-18-2022-POS-Isaac-L15
269     8-08-18-2022-POS-Isaac-L05
270    15-08-18-2022-POS-Isaac-L11
271    15-08-18-2022-POS-Isaac-L11
272    42-08-18-2022-POS-Isaac-S18
273    28-08-18-2022-POS-Isaac-S05
274     8-08-18-2022-POS-Isaac-L05
275    33-08-18-2022-POS-Isaac-S10
276    22-08-18-2022-POS-Isaac-L18
277    18-08-18-2022-POS-Isaac-L14
278    17-08-18-2022-POS-Isaac-L13
279     9-08-18-2022-POS-Isaac-L06
280    39-08-18-2022-POS-Isaac-S15
281    19-08-18-2022-POS-Isaac-L15
282    33-08-18-2022-POS-Isaac-S10
283    20-08-18-2022-POS-Isaac-L16
284    18-08-18-2022-POS-Isaac-L14
285    21-08-18-2022-POS-Isaac-L17
286    36-08-18-2022-POS-Isaac-S12
287     9-08-18-2022-POS-Isaac-L06
288    15-08-18-2022-POS-Isaac-L11
289     9-08-18-2022-POS-Isaac-L06
290     9-08-18-2022-POS-Isaac-L06
291    17-08-18-2022-POS-Isaac-L13
292    18-08-18-2022-POS-Isaac-L14
293    30-08-18-2022-POS-Isaac-S07
294    16-08-18-2022-POS-Isaac-L12
295    37-08-18-2022-POS-Isaac-S13
296    16-08-18-2022-POS-Isaac-L12
297     9-08-18-2022-POS-Isaac-L06
298    31-08-18-2022-POS-Isaac-S08
299     8-08-18-2022-POS-Isaac-L05
300    18-08-18-2022-POS-Isaac-L14
301    21-08-18-2022-POS-Isaac-L17
302    40-08-18-2022-POS-Isaac-S16
303    19-08-18-2022-POS-Isaac-L15
304    18-08-18-2022-POS-Isaac-L14
305    18-08-18-2022-POS-Isaac-L14
306     7-08-18-2022-POS-Isaac-L04
307    39-08-18-2022-POS-Isaac-S15
308    42-08-18-2022-POS-Isaac-S18
309     6-08-18-2022-POS-Isaac-L03
310    20-08-18-2022-POS-Isaac-L16
311     7-08-18-2022-POS-Isaac-L04
312     7-08-18-2022-POS-Isaac-L04
313    35-08-18-2022-POS-Isaac-S11
314     7-08-18-2022-POS-Isaac-L04
315    35-08-18-2022-POS-Isaac-S11
316     7-08-18-2022-POS-Isaac-L04
317    20-08-18-2022-POS-Isaac-L16
318     6-08-18-2022-POS-Isaac-L03
319     8-08-18-2022-POS-Isaac-L05
320    14-08-18-2022-POS-Isaac-L10
321     5-08-18-2022-POS-Isaac-L02
322    21-08-18-2022-POS-Isaac-L17
323    26-08-18-2022-POS-Isaac-S03
324    15-08-18-2022-POS-Isaac-L11
325     4-08-18-2022-POS-Isaac-L01
326    17-08-18-2022-POS-Isaac-L13
327     8-08-18-2022-POS-Isaac-L05
328    20-08-18-2022-POS-Isaac-L16
329    37-08-18-2022-POS-Isaac-S13
330    16-08-18-2022-POS-Isaac-L12
331    19-08-18-2022-POS-Isaac-L15
332    14-08-18-2022-POS-Isaac-L10
333    21-08-18-2022-POS-Isaac-L17
334     6-08-18-2022-POS-Isaac-L03
335     6-08-18-2022-POS-Isaac-L03
336     7-08-18-2022-POS-Isaac-L04
337    24-08-18-2022-POS-Isaac-S01
338     9-08-18-2022-POS-Isaac-L06
339    36-08-18-2022-POS-Isaac-S12
340    22-08-18-2022-POS-Isaac-L18
341     8-08-18-2022-POS-Isaac-L05
342     8-08-18-2022-POS-Isaac-L05
343     6-08-18-2022-POS-Isaac-L03
344    37-08-18-2022-POS-Isaac-S13
345         23-08-18-2022-Pos-QC02
346    22-08-18-2022-POS-Isaac-L18
347       34-08-18-2022-Pos-QC03-S
348    13-08-18-2022-POS-Isaac-L09
349    27-08-18-2022-POS-Isaac-S04
350    19-08-18-2022-POS-Isaac-L15
351    22-08-18-2022-POS-Isaac-L18
352    18-08-18-2022-POS-Isaac-L14
353         23-08-18-2022-Pos-QC02
354     4-08-18-2022-POS-Isaac-L01
355    22-08-18-2022-POS-Isaac-L18
356     7-08-18-2022-POS-Isaac-L04
357    17-08-18-2022-POS-Isaac-L13
358    38-08-18-2022-POS-Isaac-S14
359    26-08-18-2022-POS-Isaac-S03
360     6-08-18-2022-POS-Isaac-L03
361    13-08-18-2022-POS-Isaac-L09
362    10-08-18-2022-POS-Isaac-L07
363    20-08-18-2022-POS-Isaac-L16
364     8-08-18-2022-POS-Isaac-L05
365    11-08-18-2022-POS-Isaac-L08
366     8-08-18-2022-POS-Isaac-L05
367    19-08-18-2022-POS-Isaac-L15
368    19-08-18-2022-POS-Isaac-L15
369    19-08-18-2022-POS-Isaac-L15
Warning: The "INCHIKEY" column at position 13 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 "INCHIKEY" column at position 13 in the ["MS_METABOLITE_DATA"]["Metabolites"] table, matches a standard column name, "inchi_key", and some of the values in the column do not match the expected type or format for that column. The non-matching values are:
334    XMLZNVLFMPANs-UHFFFAOYSA-N
Warning: The "Spectrum reference file name" column at position 30 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 "Adduct type" column at position 5 in the ["MS_METABOLITE_DATA"]["Metabolites"] table, matches a standard column name, "adduct". 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 "Average Rt(min)" column at position 3 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.
Warning: The "Reference RT" column at position 9 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.
Warning: The "RT matched" column at position 16 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.
Warning: The "RT similarity" column at position 25 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.
Warning: The "RT matched" column at position 16 in the ["MS_METABOLITE_DATA"]["Metabolites"] table, matches a standard column name, "retention_time", 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      TRUE
1      TRUE
2      TRUE
3      TRUE
4      TRUE
5      TRUE
6      TRUE
7      TRUE
8      TRUE
9      TRUE
10     TRUE
11     TRUE
12     TRUE
13     TRUE
14     TRUE
15     TRUE
16     TRUE
17     TRUE
18     TRUE
19     TRUE
20     TRUE
21     TRUE
22     TRUE
23     TRUE
24     TRUE
25     TRUE
26     TRUE
27     TRUE
28     TRUE
29     TRUE
30     TRUE
31     TRUE
32     TRUE
33     TRUE
34     TRUE
35     TRUE
36     TRUE
37     TRUE
38     TRUE
39     TRUE
40     TRUE
41     TRUE
42     TRUE
43     TRUE
44     TRUE
45     TRUE
46     TRUE
47     TRUE
48     TRUE
49     TRUE
50     TRUE
51     TRUE
52     TRUE
53     TRUE
54     TRUE
55     TRUE
56     TRUE
57     TRUE
58     TRUE
59     TRUE
60     TRUE
61     TRUE
62     TRUE
63     TRUE
64     TRUE
65     TRUE
66     TRUE
67     TRUE
68     TRUE
69     TRUE
70     TRUE
71     TRUE
72     TRUE
73     TRUE
74     TRUE
75     TRUE
76     TRUE
77     TRUE
78     TRUE
79     TRUE
80     TRUE
81     TRUE
82     TRUE
83     TRUE
84     TRUE
85     TRUE
86     TRUE
87     TRUE
88     TRUE
89     TRUE
90     TRUE
91     TRUE
92     TRUE
93     TRUE
94     TRUE
95     TRUE
96     TRUE
97     TRUE
98     TRUE
99     TRUE
100    TRUE
101    TRUE
102    TRUE
103    TRUE
104    TRUE
105    TRUE
106    TRUE
107    TRUE
108    TRUE
109    TRUE
110    TRUE
111    TRUE
112    TRUE
113    TRUE
114    TRUE
115    TRUE
116    TRUE
117    TRUE
118    TRUE
119    TRUE
120    TRUE
121    TRUE
122    TRUE
123    TRUE
124    TRUE
125    TRUE
126    TRUE
127    TRUE
128    TRUE
129    TRUE
130    TRUE
131    TRUE
132    TRUE
133    TRUE
134    TRUE
135    TRUE
136    TRUE
137    TRUE
138    TRUE
139    TRUE
140    TRUE
141    TRUE
142    TRUE
143    TRUE
144    TRUE
145    TRUE
146    TRUE
147    TRUE
148    TRUE
149    TRUE
150    TRUE
151    TRUE
152    TRUE
153    TRUE
154    TRUE
155    TRUE
156    TRUE
157    TRUE
158    TRUE
159    TRUE
160    TRUE
161    TRUE
162    TRUE
163    TRUE
164    TRUE
165    TRUE
166    TRUE
167    TRUE
168    TRUE
169    TRUE
170    TRUE
171    TRUE
172    TRUE
173    TRUE
174    TRUE
175    TRUE
176    TRUE
177    TRUE
178    TRUE
179    TRUE
180    TRUE
181    TRUE
182    TRUE
183    TRUE
184    TRUE
185    TRUE
186    TRUE
187    TRUE
188    TRUE
189    TRUE
190    TRUE
191    TRUE
192    TRUE
193    TRUE
194    TRUE
195    TRUE
196    TRUE
197    TRUE
198    TRUE
199    TRUE
200    TRUE
201    TRUE
202    TRUE
203    TRUE
204    TRUE
205    TRUE
206    TRUE
207    TRUE
208    TRUE
209    TRUE
210    TRUE
211    TRUE
212    TRUE
213    TRUE
214    TRUE
215    TRUE
216    TRUE
217    TRUE
218    TRUE
219    TRUE
220    TRUE
221    TRUE
222    TRUE
223    TRUE
224    TRUE
225    TRUE
226    TRUE
227    TRUE
228    TRUE
229    TRUE
230    TRUE
231    TRUE
232    TRUE
233    TRUE
234    TRUE
235    TRUE
236    TRUE
237    TRUE
238    TRUE
239    TRUE
240    TRUE
241    TRUE
242    TRUE
243    TRUE
244    TRUE
245    TRUE
246    TRUE
247    TRUE
248    TRUE
249    TRUE
250    TRUE
251    TRUE
252    TRUE
253    TRUE
254    TRUE
255    TRUE
256    TRUE
257    TRUE
258    TRUE
259    TRUE
260    TRUE
261    TRUE
262    TRUE
263    TRUE
264    TRUE
265    TRUE
266    TRUE
267    TRUE
268    TRUE
269    TRUE
270    TRUE
271    TRUE
272    TRUE
273    TRUE
274    TRUE
275    TRUE
276    TRUE
277    TRUE
278    TRUE
279    TRUE
280    TRUE
281    TRUE
282    TRUE
283    TRUE
284    TRUE
285    TRUE
286    TRUE
287    TRUE
288    TRUE
289    TRUE
290    TRUE
291    TRUE
292    TRUE
293    TRUE
294    TRUE
295    TRUE
296    TRUE
297    TRUE
298    TRUE
299    TRUE
300    TRUE
301    TRUE
302    TRUE
303    TRUE
304    TRUE
305    TRUE
306    TRUE
307    TRUE
308    TRUE
309    TRUE
310    TRUE
311    TRUE
312    TRUE
313    TRUE
314    TRUE
315    TRUE
316    TRUE
317    TRUE
318    TRUE
319    TRUE
320    TRUE
321    TRUE
322    TRUE
323    TRUE
324    TRUE
325    TRUE
326    TRUE
327    TRUE
328    TRUE
329    TRUE
330    TRUE
331    TRUE
332    TRUE
333    TRUE
334    TRUE
335    TRUE
336    TRUE
337    TRUE
338    TRUE
339    TRUE
340    TRUE
341    TRUE
342    TRUE
343    TRUE
344    TRUE
345    TRUE
346    TRUE
347    TRUE
348    TRUE
349    TRUE
350    TRUE
351    TRUE
352    TRUE
353    TRUE
354    TRUE
355    TRUE
356    TRUE
357    TRUE
358    TRUE
359    TRUE
360    TRUE
361    TRUE
362    TRUE
363    TRUE
364    TRUE
365    TRUE
366    TRUE
367    TRUE
368    TRUE
369    TRUE
Warning: The "Isotope tracking parent ID" column at position 22 in the ["MS_METABOLITE_DATA"]["Metabolites"] table, matches a standard column name, "isotopologue_type". 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 "Isotope tracking weight number" column at position 23 in the ["MS_METABOLITE_DATA"]["Metabolites"] table, matches a standard column name, "isotopologue_type". 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 "Annotation tag (VS1.0)" column at position 15 in the ["MS_METABOLITE_DATA"]["Metabolites"] table, matches a standard column name, "annotations". 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 "Manually modified for annotation" column at position 21 in the ["MS_METABOLITE_DATA"]["Metabolites"] table, matches a standard column name, "annotations". 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 "Annotation tag (VS1.0)" column at position 15 in the ["MS_METABOLITE_DATA"]["Metabolites"] table, matches a standard column name, "annotations", 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      430
1      410
2      410
3      410
4      410
5      410
6      410
7      410
15     410
17     410
20     410
21     410
22     410
26     410
30     410
33     410
37     410
38     410
44     410
47     410
48     420
49     420
50     420
52     410
53     410
54     410
55     410
56     410
57     410
58     410
59     420
60     420
61     410
62     410
63     410
64     410
65     410
66     410
69     410
70     410
71     410
72     410
75     410
76     410
78     410
79     410
80     410
85     410
87     410
88     410
89     410
90     410
93     410
94     410
95     410
96     420
97     410
98     410
99     410
100    410
101    420
102    410
103    410
104    410
105    410
106    410
107    410
108    420
109    410
110    420
111    410
112    410
113    410
114    410
115    410
116    410
117    410
118    410
119    410
120    410
121    410
122    410
123    410
124    410
125    410
126    410
127    410
129    410
130    410
131    410
132    410
133    410
134    410
136    410
137    410
138    410
139    420
141    410
142    420
143    420
144    420
145    420
146    420
147    420
148    420
149    420
150    420
151    420
153    420
154    420
156    410
157    410
158    410
159    410
160    410
161    410
162    410
163    410
164    410
165    410
166    410
167    410
168    410
169    410
170    410
171    410
172    420
173    410
174    420
175    410
176    410
177    410
178    410
179    410
180    410
181    420
182    410
183    410
184    420
185    410
186    410
187    410
188    410
189    410
190    420
191    420
192    420
193    420
194    410
195    410
196    410
197    410
198    410
199    410
200    410
201    410
202    410
203    410
204    410
205    410
207    410
208    410
209    410
210    410
211    410
212    410
213    410
214    410
215    410
216    410
217    410
218    420
220    410
221    410
222    420
223    420
224    410
225    410
226    410
229    410
230    410
231    410
232    410
233    410
234    410
236    410
237    410
238    410
239    410
240    410
241    410
242    410
243    410
244    410
246    410
247    410
248    410
250    410
251    410
252    410
253    410
254    410
256    410
257    410
258    410
260    410
262    410
264    410
265    410
266    410
267    410
268    410
269    410
270    410
271    410
272    410
274    410
275    410
276    410
277    410
278    410
280    410
281    410
282    410
286    410
287    410
288    410
289    410
290    410
291    410
292    410
293    410
294    410
295    410
296    410
297    410
298    410
300    410
301    410
302    410
303    410
304    410
305    410
306    410
307    410
308    410
309    410
310    410
311    410
312    410
313    410
314    410
316    410
317    410
319    410
320    410
321    410
322    410
323    410
324    410
325    410
326    410
327    410
328    410
329    410
330    410
331    410
332    410
333    410
335    410
338    410
340    410
341    410
342    410
343    410
344    410
345    410
346    410
347    410
348    410
349    410
350    410
354    410
355    410
356    410
357    410
358    410
359    410
360    410
361    410
362    410
363    410
364    410
365    410
366    410
367    410
368    410
369    410
Warning: The column, "Isotope tracking weight number", in the ["MS_METABOLITE_DATA"]["Metabolites"] table was matched to multiple standard names, ['mass', 'isotopologue_type']. This is a good indication that the values in that column should be split into the appropriate individual columns.
Warning: The column, "Spectrum reference file name", in the ["MS_METABOLITE_DATA"]["Metabolites"] table was matched to multiple standard names, ['mass_spectrum', 'name']. This is a good indication that the values in that column should be split into the appropriate individual columns.
Warning: The "Comment" column at position 19 in the ["MS_METABOLITE_DATA"]["Metabolites"] table has all null values.
Warning: The "Isotope tracking parent ID" column at position 22 in the ["MS_METABOLITE_DATA"]["Metabolites"] table has all null values.
Warning: The "Isotope tracking weight number" column at position 23 in the ["MS_METABOLITE_DATA"]["Metabolites"] table has all null values.