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3
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4
141
precursor_mz
float64
58
1,000
adduct
stringclasses
9 values
collision_energy
float64
fold
stringclasses
3 values
125.0354232788086,151.0509033203125,198.077392578125,241.08367919921875
1.0,0.6844726204872131,0.09355401992797852,0.07639165222644806
Cc1cn(C2CC(O)C(CO)O2)c(=O)[nH]c1=O
241.082447
[M-H]-
null
train
71.0138168334961,115.00360870361328
0.4114982783794403,1.0
O=C(O)C=CC(=O)O
115.003134
[M-H]-
null
train
84.04570007324219,109.04068756103516,127.05108642578125,128.0350341796875,145.06161499023438
0.003689694916829467,0.0978037640452385,0.6837309002876282,0.1014520451426506,1.0
NC(=O)CCC(N)C(=O)O
145.061317
[M-H]-
null
train
84.08231353759766,130.08692932128906
0.7870069146156311,1.0
CC(C)CC(N)C(=O)O
130.086804
[M-H]-
null
train
88.04019927978516,146.08160400390625,218.10240173339844
0.3840232789516449,0.06827984005212784,1.0
CC(C)(CO)C(O)C(=O)NCCC(=O)O
218.102848
[M-H]-
null
train
134.060791015625,178.0505828857422
0.30531197786331177,1.0
O=C(O)CNC(=O)c1ccccc1
178.050418
[M-H]-
null
train
78.95913696289062,96.96949768066406,111.0199203491211,195.00596618652344,246.0176239013672,264.02716064453125,307.0331726074219
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O=c1ccn(C2CC(O)C(COP(=O)(O)O)O2)c(=O)[nH]1
307.033127
[M-H]-
null
train
123.04515075683594,167.03515625
0.038219284266233444,1.0
O=C(O)C(O)c1ccc(O)cc1
167.034434
[M-H]-
null
train
107.05011749267578,151.03993225097656
0.10714610666036606,1.0
COc1ccc(C(=O)O)cc1
151.039519
[M-H]-
null
train
144.0453643798828,188.0349884033203
0.08651237189769745,1.0
O=C(O)c1cc(=O)c2ccccc2[nH]1
188.034768
[M-H]-
null
train
81.03475952148438,83.05030822753906,127.03996276855469,159.06617736816406
0.030853666365146637,1.0,0.16498497128486633,0.1255367547273636
COC(=O)CCCCC(=O)O
159.065734
[M-H]-
null
train
101.02462768554688,145.01429748535156
1.0,0.7399974465370178
O=C(O)CCC(=O)C(=O)O
145.013698
[M-H]-
null
val
107.05042266845703,151.0401153564453
1.0,0.8650930523872375
O=C(O)Cc1ccccc1O
151.039519
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null
train
77.03987121582031,105.03475952148438,107.05036163330078,136.0166015625,151.04005432128906
0.005195957142859697,0.002422879682853818,0.3551296591758728,0.01932602934539318,1.0
COc1ccc(C(=O)O)cc1
151.039519
[M-H]-
null
train
95.0140380859375,99.00904083251953,103.00379180908203,111.00885009765625,113.0245132446289,117.01934814453125,129.0194854736328,150.0559844970703,157.01405334472656,175.02476501464844,308.0772399902344,326.0876159667969
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CC(=O)Nc1ccc(OC2OC(C(=O)O)C(O)C(O)C2O)cc1
326.087592
[M-H]-
null
train
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0.9034929871559143,0.14042724668979645,0.025530116632580757,1.0
O=C(O)CCCCCC(=O)O
159.065734
[M-H]-
null
test
97.0661392211914,115.07659149169922,141.05581665039062,159.0663299560547
0.03702458739280701,0.9951362609863281,0.17263780534267426,1.0
CC(C)(CCC(=O)O)C(=O)O
159.065734
[M-H]-
null
train
115.0766372680664,141.05580139160156,159.06640625
1.0,0.005059199407696724,0.8555290699005127
CC(C)(CC(=O)O)CC(=O)O
159.065734
[M-H]-
null
train
97.066162109375,115.07656860351562,141.05581665039062,159.06626892089844
0.5605599880218506,0.6020185351371765,0.06968466937541962,1.0
CC(CCC(=O)O)CC(=O)O
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null
train
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1.0,0.09072621911764145,0.20650844275951385
O=C(NC(=O)C(O)O)c1ccccc1
194.045333
[M-H]-
null
train
121.05201721191406,133.01565551757812,164.0578155517578,296.0998229980469
0.012073373422026634,0.015403218567371368,1.0,0.1220349594950676
CNc1nc(=O)c2ncn(C3OC(CO)C(O)C3O)c2[nH]1
296.099494
[M-H]-
null
train
103.05547332763672,131.0503387451172,160.07675170898438,204.06642150878906
0.005778334103524685,0.002319961553439498,1.0,0.1456703394651413
O=C(O)C=NC(=O)CCc1ccccc1
204.066068
[M-H]-
null
test
91.03028106689453,109.04084014892578,110.03600311279297,121.04086303710938,123.05628204345703,133.04002380371094,135.0199737548828,139.05142211914062,145.0403289794922,151.05152893066406,152.0464324951172,163.0511932373047,164.04623413085938,166.0614471435547,167.046142578125,169.061279296875,181.0618896484375,182.0567...
0.025104407221078873,0.0861964225769043,0.09586694836616516,0.004391926806420088,0.004032215569168329,0.0017792591825127602,0.00789435300976038,0.003194947261363268,0.0023669421207159758,0.1207953616976738,0.8346987366676331,0.008453989401459694,0.004111208021640778,0.0019359574653208256,0.005118039436638355,0.00282623...
CC(=O)Nc1ccn(C2OC(CO)C(O)C2O)c(=O)n1
284.08826
[M-H]-
null
train
108.02178955078125,123.04512786865234,152.011474609375,167.03485107421875
0.08187584578990936,0.041610680520534515,0.5711736083030701,1.0
COc1cccc(C(=O)O)c1O
167.034434
[M-H]-
null
train
74.02490234375,114.09256744384766,116.07171630859375,158.0822296142578
0.2965782582759857,0.01739235408604145,0.6396932601928711,1.0
CC(C)CC(=O)NCC(=O)O
158.081718
[M-H]-
null
train
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NC(=O)CCC(N)C(=O)O
145.061317
[M-H]-
null
train
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0.14989565312862396,0.0027360825333744287,0.0045683360658586025,0.24606508016586304,0.00894725602120161,1.0
CCC(C)C(=O)N=CC(=O)O
156.066068
[M-H]-
null
train
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0.6131443977355957,0.05333223566412926,1.0
CC(C)CC(=O)N=CC(=O)O
156.066068
[M-H]-
null
train
74.02488708496094,128.10806274414062,154.0880126953125,172.09776306152344
0.3140872120857239,0.016174986958503723,0.0012416566023603082,1.0
CCCCCC(=O)NCC(=O)O
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[M-H]-
null
train
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0.038849033415317535,0.19346186518669128,1.0
O=C(O)CC(O)(CC(=O)O)C(=O)O
215.01622
[M+Na]+
null
train
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0.04928290843963623,0.0013419821625575423,0.09050167351961136,0.9465399980545044,1.0
CC(N)(CCCN)C(=O)O
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[M+H]+
null
train
84.04415130615234,101.07068634033203,130.04959106445312,147.07603454589844
0.01907508075237274,0.01298996340483427,1.0,0.46451535820961
NC(=O)CCC(N)C(=O)O
147.076967
[M+H]+
null
train
103.05465698242188,120.08130645751953,131.04966735839844,148.0770721435547,149.0604248046875,166.08700561523438
0.0023985435254871845,1.0,0.0303825531154871,0.0012113020056858659,0.036420632153749466,0.2744852900505066
NC(Cc1ccccc1)C(=O)O
166.086804
[M+H]+
null
test
86.09619140625,114.09137725830078,132.10165405273438
1.0,0.010487176477909088,0.7007573843002319
CC(C)CC(N)C(=O)O
132.102454
[M+H]+
null
train
72.04427337646484,90.05473327636719,98.02342987060547,116.03399658203125,156.10154724121094,166.0859375,174.11216735839844,184.0966033935547,202.10723876953125,220.11782836914062
0.03977031260728836,0.23820795118808746,0.03160754591226578,0.09677112847566605,0.02942950278520584,0.043949250131845474,0.14830514788627625,0.6953606605529785,0.031168844550848007,1.0
CC(C)(CO)C(O)C(=O)NCCC(=O)O
220.118498
[M+H]+
null
train
58.064918518066406,72.08061218261719,75.0914306640625,112.11173248291016,129.13829040527344,146.1647186279297
0.030372561886906624,0.3111513555049896,0.12294872105121613,0.18714973330497742,0.4693412184715271,1.0
NCCCCNCCCN
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[M+H]+
null
train
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0.0060573238879442215,0.5641789436340332,0.0905633345246315,0.2701548635959625,1.0,0.642439067363739
C[N+](C)(C)CC(O)CC(=O)[O-]
162.113018
[M+H]+
null
val
77.03862762451172,105.03323364257812,134.05975341796875,162.05491638183594,180.06521606445312
0.00427577318623662,1.0,0.04510629177093506,0.0075639113783836365,0.30923426151275635
O=C(O)CNC(=O)c1ccccc1
180.066068
[M+H]+
null
train
144.08056640625,161.10687255859375
1.0,0.2059493213891983
NCCc1c[nH]c2ccccc12
161.107873
[M+H]+
null
test
146.05894470214844,192.064208984375
1.0,0.6438643336296082
O=C(O)Cc1c[nH]c2ccc(O)cc12
192.066068
[M+H]+
null
train
144.04420471191406,162.05413818359375,172.03854370117188,190.04913330078125
0.11750368773937225,0.18264436721801758,0.23884499073028564,1.0
O=C(O)c1cc(=O)c2ccccc2[nH]1
190.050418
[M+H]+
null
train
153.0399627685547,285.08172607421875
1.0,0.9503819942474365
O=c1[nH]c(=O)c2ncn(C3OC(CO)C(O)C3O)c2[nH]1
285.083509
[M+H]+
null
train
111.04341888427734,115.07504272460938,143.06973266601562,161.08067321777344
0.23560255765914917,0.059898123145103455,1.0,0.021049173548817635
COC(=O)CCCCC(=O)O
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[M+H]+
null
train
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0.011715377680957317,1.0,0.0023405037354677916,0.8865043520927429
CCCCC(N)C(=O)O
132.102454
[M+H]+
null
train
70.06485748291016,116.07025909423828,127.08622741699219,155.0811004638672,156.06521606445312,173.09130859375
0.07614351809024811,1.0,0.28793150186538696,0.06628444045782089,0.00762996356934309,0.020607465878129005
NCC(=O)N1CCCC1C(=O)O
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null
train
140.04525756835938,142.0608673095703,169.07186889648438,197.0667724609375
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Cn1c(=O)c2[nH]c(=O)[nH]c2n(C)c1=O
197.067465
[M+H]+
null
train
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0.00813758373260498,0.0031670923344790936,0.07209272682666779,0.382637619972229,0.014090844430029392,1.0,0.0268662441521883
NC(C(=O)O)C(O)c1ccccc1
182.081718
[M+H]+
null
train
103.05377960205078,131.0487823486328,188.0702667236328,206.0810089111328
0.009973874315619469,1.0,0.003121360205113888,0.01897619292140007
O=C(O)C=NC(=O)CCc1ccccc1
206.081718
[M+H]+
null
test
95.08598327636719,155.14248657226562,257.1742858886719,316.2475891113281
0.00176904140971601,0.011614833027124405,0.1357935518026352,1.0
CCCCCCCCCC(=O)OC(CC(=O)[O-])C[N+](C)(C)C
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[M+H]+
null
train
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1.0,0.4315129220485687,0.5284838080406189,0.07730337977409363
CC(C)CC(=O)NCC(=O)O
160.097368
[M+H]+
null
train
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CCCCCCCC(=O)OC(CC(=O)[O-])C[N+](C)(C)C
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[M+H]+
null
train
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CC(=O)NCCC(=O)NC(Cc1c[nH]cn1)C(=O)O
269.12498
[M+H]+
null
train
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NC(=O)CCC(NC(=O)Cc1ccccc1)C(=O)O
265.118832
[M+H]+
null
train
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CN1C(=O)C(O)CC1c1cccnc1
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train
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CCCC(=O)OC(CC(=O)[O-])C[N+](C)(C)C
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null
train
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CCC(C)C(=O)N=CC(=O)O
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null
train
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CC(C)CC(=O)N=CC(=O)O
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null
train
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CCCCCC(=O)NCC(=O)O
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null
train
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CCCCC(CCCC(=O)O)OS(=O)(=O)O
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[M-H]-
null
train
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CCCCCC=CCC=CCCCCCCCC(=O)OCC(O)COP(=O)([O-])OCC[N+](C)(C)C
564.3295
[M+FA-H]-
null
train
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O=C1c2ccccc2C(=O)c2c1ccc(COC1OC(COC3OCC(O)C(O)C3O)C(O)C(O)C1O)c2O
593.1503
[M+FA-H]-
null
val
107.01380157470703,108.02313232421875,123.0451431274414,124.04827880859375,124.1467056274414,125.02436828613281,125.12055206298828,126.02790069580078,149.0239715576172,151.00338745117188,152.0088653564453,167.03500366210938,168.0375213623047,168.1517333984375
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CC(=O)c1c(O)cc(O)cc1O
167.034485
[M-H]-
null
test
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CC(=O)c1c(O)cc(O)cc1O
167.034485
[M-H]-
null
test
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CCCCCc1cc(OC(=O)c2c(O)c(Cl)c(O)c(Cl)c2CCCCC)cc(OC)c1C(=O)O
511.131042
[M-H]-
null
train
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Cc1c(Cl)c(O)c(Cl)c(O)c1C(=O)O
234.954819
[M-H]-
null
train
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Cc1c(Cl)c(O)c(Cl)c(O)c1C(=O)O
234.954819
[M-H]-
null
train
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CCCc1cc(OC(=O)c2c(CCC)cc(OC)c(Cl)c2O)cc(O)c1C(=O)O
421.107036
[M-H]-
null
train
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CCCc1cc(OC(=O)c2c(CCC)cc(OC)c(Cl)c2O)cc(O)c1C(=O)O
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[M-H]-
null
train
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CCCc1cc(OC(=O)c2c(CCC)cc(OC)c(Cl)c2O)cc(O)c1C(=O)O
421.107036
[M-H]-
null
train
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Cc1cc(=O)c2c(O)c(C)c(O)c(C)c2o1
219.065155
[M-H]-
null
train
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Cc1cc(=O)c2c(O)c(C)c(O)c(C)c2o1
219.065155
[M-H]-
null
train
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CCCc1cc(OC(=O)c2c(O)cc(OC)c(Cl)c2CCC)cc(O)c1C(=O)O
421.10389
[M-H]-
null
train
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CCCc1cc(OC(=O)c2c(O)cc(OC)c(Cl)c2CCC)cc(O)c1C(=O)O
421.10389
[M-H]-
null
train
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CCCc1cc(OC(=O)c2c(O)cc(OC)c(Cl)c2CCC)cc(O)c1C(=O)O
421.10389
[M-H]-
null
train
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CCCc1c(Cl)c(OC)cc(O)c1C(=O)O
243.040948
[M-H]-
null
train
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CCCc1c(Cl)c(OC)cc(O)c1C(=O)O
243.040948
[M-H]-
null
train
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Cc1c(Cl)c(O)cc(O)c1C(=O)O
200.994219
[M-H]-
null
test
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CCCCCc1cc(OC(=O)c2c(O)cc(O)cc2CCCCC)cc(O)c1C(=O)O
429.194217
[M-H]-
null
train
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CCCCCc1cc(OC(=O)c2c(O)cc(O)cc2CCCCC)cc(O)c1C(=O)O
429.194217
[M-H]-
null
train
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CCCCCc1cc(OC(=O)c2c(O)cc(O)cc2CCCCC)cc(O)c1C(=O)O
429.194217
[M-H]-
null
train
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Cc1cc(O)c(C=O)c(O)c1
151.03907
[M-H]-
null
train
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Cc1cc(O)c(C=O)c(O)c1
151.03907
[M-H]-
null
train
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COC(=O)c1c(C)cc(OC(=O)c2c(C)cc(O)c(C=O)c2O)c(C)c1O
373.09523
[M-H]-
null
train
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COC(=O)c1c(C)cc(OC(=O)c2c(C)cc(O)c(C=O)c2O)c(C)c1O
373.09523
[M-H]-
null
train
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COC(=O)c1c(C)cc(OC(=O)c2c(C)cc(O)c(C=O)c2O)c(C)c1O
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[M-H]-
null
train
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[M-H]-
null
test
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COc1cc(C)c(C(=O)Oc2cc(C)c(C(=O)O)c(O)c2C)c(O)c1C=O
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[M-H]-
null
test
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COc1cc(C)c(C(=O)Oc2cc(C)c(C(=O)O)c(O)c2C)c(O)c1C=O
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[M-H]-
null
test
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COc1cc(C)c(C(=O)Oc2cc(C)c(C(=O)O)c(O)c2C)c(O)c1C
359.116541
[M-H]-
null
train
119.04984283447266,137.06129455566406,138.0625457763672,163.0396270751953,163.15423583984375,164.04360961914062,181.05059814453125,182.0536651611328,182.1746826171875,182.2236785888672,183.05645751953125,195.06480407714844,315.12286376953125,316.1248779296875,359.1134033203125,360.1163024902344,361.1189270019531
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COc1cc(C)c(C(=O)Oc2cc(C)c(C(=O)O)c(O)c2C)c(O)c1C
359.116541
[M-H]-
null
train
119.04975128173828,137.06057739257812,138.06365966796875,163.03982543945312,164.04293823242188,181.05087280273438,182.05369567871094,183.05589294433594,195.06777954101562,315.1236877441406,316.1229553222656,359.1134338378906,360.11627197265625,361.1185302734375
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COc1cc(C)c(C(=O)Oc2cc(C)c(C(=O)O)c(O)c2C)c(O)c1C
359.116541
[M-H]-
null
train
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Cc1cc(O)c(C=O)c(O)c1C(=O)OCc1cc(O)c(C=O)c(O)c1C(=O)O
389.05011
[M-H]-
null
train
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0.009151746518909931,0.0013650208711624146,0.0022030940745025873,0.0017507970333099365,0.010287617333233356,0.003918079659342766,0.00127710762899369,0.0065354835242033005,0.00178531336132437,1.0,0.0024721052031964064,0.0017252688994631171,0.001620098715648055,0.0016223846469074488,0.001442123670130968,0.001765841036103...
Cc1cc(O)c(C=O)c(O)c1C(=O)OCc1cc(O)c(C=O)c(O)c1C(=O)O
389.05011
[M-H]-
null
train
109.09325408935547,123.04389953613281,130.84617614746094,149.02059936523438,151.04075622558594,151.1536102294922,151.89820861816406,152.040771484375,153.87728881835938,193.01736450195312,195.03048706054688,195.15574645996094,195.3485870361328,195.39688110351562,195.4929962158203,195.57846069335938,195.63304138183594,19...
0.0011716540902853012,0.013946807943284512,0.0018152374541386962,0.0017829069402068853,0.028165418654680252,0.0012810659827664495,0.0013673907378688455,0.0038463957607746124,0.0013644640566781163,0.00748030561953783,1.0,0.024872850626707077,0.0035039319191128016,0.0016192866023629904,0.002722548320889473,0.002212813124...
Cc1cc(O)c(C=O)c(O)c1C(=O)OCc1cc(O)c(C=O)c(O)c1C(=O)O
389.05011
[M-H]-
null
train
100.97635650634766,116.61293029785156,116.91041564941406,117.17282104492188,119.04938507080078,119.14800262451172,119.18064880371094,119.20694732666016,119.23160552978516,119.28340911865234,119.36739349365234,119.4420166015625,119.47234344482422,119.59623718261719,119.71037292480469,119.7406005859375,119.78582763671875...
0.002329693641513586,0.001358124427497387,0.0043861959129571915,0.002560062101110816,0.24891947209835052,0.005566078703850508,0.002792430343106389,0.002558669075369835,0.0016752311494201422,0.0013578785583376884,0.0010030519915744662,0.0013974832836538553,0.001744099659845233,0.0011900296667590737,0.0017359004123136401...
COC(=O)c1c(C)cc(O)c(C)c1O
195.065956
[M-H]-
null
train
119.04903411865234,120.05388641357422,122.0367660522461,135.04354858398438,137.06027221679688,138.0636444091797,138.16627502441406,138.2052001953125,163.0392608642578,163.15188598632812,163.19277954101562,164.04405212402344,181.0503387451172,182.05364990234375,182.17726135253906
0.01198547426611185,0.0015377583913505077,0.01774686574935913,0.001730301883071661,1.0,0.08678670972585678,0.002259257948026061,0.0012244096724316478,0.09344802796840668,0.0025086714886128902,0.0010639938991516829,0.01017814688384533,0.9381953477859497,0.10605641454458237,0.0028689231257885695
Cc1cc(O)c(C)c(O)c1C(=O)O
181.048907
[M-H]-
null
train
201.14968872070312,202.15261840820312,203.15463256835938,385.2933349609375
1.0,0.14944404363632202,0.0074527813121676445,0.001421985449269414
CCC(C)CC(C)C(O)C(C)C(=O)OC(C(C)CC(C)CC)C(C)C(=O)O
385.292318
[M-H]-
null
train
101.4347915649414,103.73480987548828,104.0227279663086,106.56377410888672,110.99571990966797,112.98580169677734,113.4134292602539,113.98323059082031,114.00569915771484,114.78765106201172,114.93586730957031,115.30621337890625,119.16394805908203,127.10990905761719,127.13600158691406,128.94520568847656,129.99851989746094,...
0.005898802075535059,0.0020689237862825394,0.0015736906789243221,0.0019307323964312673,0.001710380893200636,0.002274759579449892,0.0016980631044134498,0.004652907140552998,0.0024252606090158224,0.001517144963145256,0.0033958088606595993,0.007198048755526543,0.0020411445293575525,0.005310425069183111,0.00356518453918397...
CCC(C)CC(C)C(O)C(C)C(=O)OC(C(C)CC(C)CC)C(C)C(=O)O
385.292318
[M-H]-
null
train
112.98738098144531,124.01557922363281,130.9966278076172,145.0142822265625,145.1228485107422,146.01686096191406,235.24761962890625,237.2184295654297,253.25265502929688,253.45553588867188,253.5146942138672,253.55587768554688,253.5908966064453,253.6808319091797,253.79537963867188,253.93441772460938,254.2566375732422,254.3...
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CCCCCCCCCCCCCCC(C(=O)O)C(O)(CC(=O)OC)C(=O)O
401.250824
[M-H]-
null
train
101.02550506591797,111.00724792480469,112.98779296875,113.0885238647461,113.99098205566406,124.01679229736328,124.11585998535156,125.01962280273438,145.01348876953125,146.01934814453125,147.0196075439453,185.85475158691406,221.22694396972656,222.2298126220703,223.2084503173828,226.21958923339844,235.19439697265625,235....
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CCCCCCCCCCCCCCC(C(=O)O)C(O)(CC(=O)OC)C(=O)O
401.250824
[M-H]-
null
train
End of preview. Expand in Data Studio

UltraMS SpectraVerse dataset

A frozen, molecule-disjoint conversion of the SpectraVerse tandem mass spectral library, released by UltraMS. This is a data resource, not a standalone benchmark. The manuscript uses it as the spectrum source of the negative-ion structure-family evaluation (Figure 2c; 661 molecule-spectrum pairs after negative-ion selection and MoNA exclusion) and as one of the three structure-annotated sources (with MassSpecGym and MSnLib) for the contrastively enhanced UltraMS training, chemical-class evaluation and UltraAtlas reference spectra.

Contents

file description
Spectraverse.csv 464,346 spectra; columns mzs, intensities, smiles, precursor_mz, adduct, collision_energy, fold; 707,447,509 B, SHA-256 06e084501e91f92cc642c3d60de2863266ff3d0db958354a011e32851bef3976
splits/spectraverse_compound_split.csv 42,308 exact SMILES → fold (train / validation / test) with n_spectra
README.md, NOTICE.md, VERIFY.md, stats.json, SHA256SUMS documentation, attribution, verification and checksums

Split

fold spectra unique exact SMILES
train 370,362 33,846
validation 47,825 4,231
test 46,159 4,231

The split unit is the exact SMILES string: every spectrum of a SMILES string lies in one fold and no string crosses folds (molecule/SMILES-disjoint 8:1:1). It is not formula-disjoint: structural isomers share a formula and formulas recur across folds.

Usage

import pandas as pd
base = "https://huggingface.co/datasets/dsadd4/UltraMS-Spectraverse-Dataset/resolve/v1.0.0/"
spectra = pd.read_csv(base + "Spectraverse.csv")
split = pd.read_csv(base + "splits/spectraverse_compound_split.csv")
test = spectra[spectra.fold == "test"]

Provenance and licence

The spectra are the public SpectraVerse library (SpectraVerse v1.0.1, Zenodo doi:10.5281/zenodo.17870921, CC BY 4.0; Gupta, Qiang, Chung, Herbst and Skinnider). UltraMS contributed the CSV representation, the frozen molecule-level split and the release. Released under CC BY 4.0; attribution to the SpectraVerse authors is required.

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