Dataset Viewer
Auto-converted to Parquet Duplicate
Search is not available for this dataset
row_idx
int64
f_0
float32
f_1
float32
f_2
float32
f_3
float32
f_4
float32
f_5
float32
f_6
float32
f_7
float32
f_8
float32
f_9
float32
f_10
float32
f_11
float32
f_12
float32
f_13
float32
f_14
float32
f_15
float32
f_16
float32
f_17
float32
f_18
float32
f_19
float32
f_20
float32
f_21
float32
f_22
float32
f_23
float32
f_24
float32
f_25
float32
f_26
float32
f_27
float32
f_28
float32
f_29
float32
f_30
float32
f_31
float32
f_32
float32
f_33
float32
f_34
float32
f_35
float32
f_36
float32
f_37
float32
f_38
float32
f_39
float32
f_40
float32
f_41
float32
f_42
float32
f_43
float32
f_44
float32
f_45
float32
f_46
float32
f_47
float32
f_48
float32
f_49
float32
f_50
float32
f_51
float32
f_52
float32
f_53
float32
f_54
float32
f_55
float32
f_56
float32
f_57
float32
f_58
float32
f_59
float32
f_60
float32
f_61
float32
f_62
float32
f_63
float32
f_64
float32
f_65
float32
f_66
float32
f_67
float32
f_68
float32
f_69
float32
f_70
float32
f_71
float32
f_72
float32
f_73
float32
f_74
float32
f_75
float32
f_76
float32
f_77
float32
f_78
float32
f_79
float32
f_80
float32
f_81
float32
f_82
float32
f_83
float32
f_84
float32
f_85
float32
f_86
float32
f_87
float32
f_88
float32
f_89
float32
f_90
float32
f_91
float32
f_92
float32
f_93
float32
f_94
float32
f_95
float32
f_96
float32
f_97
float32
f_98
float32
f_99
float32
f_100
float32
f_101
float32
f_102
float32
f_103
float32
f_104
float32
f_105
float32
f_106
float32
f_107
float32
f_108
float32
f_109
float32
f_110
float32
f_111
float32
f_112
float32
f_113
float32
f_114
float32
f_115
float32
f_116
float32
f_117
float32
f_118
float32
f_119
float32
f_120
float32
f_121
float32
f_122
float32
f_123
float32
f_124
float32
f_125
float32
f_126
float32
f_127
float32
f_128
float32
f_129
float32
f_130
float32
f_131
float32
f_132
float32
f_133
float32
f_134
float32
f_135
float32
f_136
float32
f_137
float32
f_138
float32
f_139
float32
f_140
float32
f_141
float32
f_142
float32
f_143
float32
f_144
float32
f_145
float32
f_146
float32
f_147
float32
f_148
float32
f_149
float32
f_150
float32
f_151
float32
f_152
float32
f_153
float32
f_154
float32
f_155
float32
f_156
float32
f_157
float32
f_158
float32
f_159
float32
f_160
float32
f_161
float32
f_162
float32
f_163
float32
f_164
float32
f_165
float32
f_166
float32
f_167
float32
f_168
float32
f_169
float32
f_170
float32
f_171
float32
f_172
float32
f_173
float32
f_174
float32
f_175
float32
f_176
float32
f_177
float32
f_178
float32
f_179
float32
f_180
float32
f_181
float32
f_182
float32
f_183
float32
f_184
float32
f_185
float32
f_186
float32
f_187
float32
f_188
float32
f_189
float32
f_190
float32
f_191
float32
f_192
float32
f_193
float32
f_194
float32
f_195
float32
f_196
float32
f_197
float32
f_198
float32
f_199
float32
f_200
float32
f_201
float32
f_202
float32
f_203
float32
f_204
float32
f_205
float32
f_206
float32
f_207
float32
f_208
float32
f_209
float32
f_210
float32
f_211
float32
f_212
float32
f_213
float32
f_214
float32
f_215
float32
f_216
float32
f_217
float32
f_218
float32
f_219
float32
f_220
float32
f_221
float32
f_222
float32
f_223
float32
f_224
float32
f_225
float32
f_226
float32
f_227
float32
f_228
float32
f_229
float32
f_230
float32
f_231
float32
f_232
float32
f_233
float32
f_234
float32
f_235
float32
f_236
float32
f_237
float32
f_238
float32
f_239
float32
f_240
float32
f_241
float32
f_242
float32
f_243
float32
f_244
float32
f_245
float32
f_246
float32
f_247
float32
f_248
float32
f_249
float32
f_250
float32
f_251
float32
f_252
float32
f_253
float32
f_254
float32
f_255
float32
f_256
float32
f_257
float32
f_258
float32
f_259
float32
f_260
float32
f_261
float32
f_262
float32
f_263
float32
f_264
float32
f_265
float32
f_266
float32
f_267
float32
f_268
float32
f_269
float32
f_270
float32
f_271
float32
f_272
float32
f_273
float32
f_274
float32
f_275
float32
f_276
float32
f_277
float32
f_278
float32
f_279
float32
f_280
float32
f_281
float32
f_282
float32
f_283
float32
f_284
float32
f_285
float32
f_286
float32
f_287
float32
f_288
float32
f_289
float32
f_290
float32
f_291
float32
f_292
float32
f_293
float32
f_294
float32
f_295
float32
f_296
float32
f_297
float32
f_298
float32
f_299
float32
f_300
float32
f_301
float32
f_302
float32
f_303
float32
f_304
float32
f_305
float32
f_306
float32
f_307
float32
f_308
float32
f_309
float32
f_310
float32
f_311
float32
f_312
float32
f_313
float32
f_314
float32
f_315
float32
f_316
float32
f_317
float32
f_318
float32
f_319
float32
f_320
float32
f_321
float32
f_322
float32
f_323
float32
f_324
float32
f_325
float32
f_326
float32
f_327
float32
f_328
float32
f_329
float32
f_330
float32
f_331
float32
f_332
float32
f_333
float32
f_334
float32
f_335
float32
f_336
float32
f_337
float32
f_338
float32
f_339
float32
f_340
float32
f_341
float32
f_342
float32
f_343
float32
f_344
float32
f_345
float32
f_346
float32
f_347
float32
f_348
float32
f_349
float32
f_350
float32
f_351
float32
f_352
float32
f_353
float32
f_354
float32
f_355
float32
f_356
float32
f_357
float32
f_358
float32
f_359
float32
f_360
float32
f_361
float32
f_362
float32
f_363
float32
f_364
float32
f_365
float32
f_366
float32
f_367
float32
f_368
float32
f_369
float32
f_370
float32
f_371
float32
f_372
float32
f_373
float32
f_374
float32
f_375
float32
f_376
float32
f_377
float32
f_378
float32
f_379
float32
f_380
float32
f_381
float32
f_382
float32
f_383
float32
f_384
float32
f_385
float32
f_386
float32
f_387
float32
f_388
float32
f_389
float32
f_390
float32
f_391
float32
f_392
float32
f_393
float32
f_394
float32
f_395
float32
f_396
float32
f_397
float32
f_398
float32
f_399
float32
f_400
float32
f_401
float32
f_402
float32
f_403
float32
f_404
float32
f_405
float32
f_406
float32
f_407
float32
f_408
float32
f_409
float32
f_410
float32
f_411
float32
f_412
float32
f_413
float32
f_414
float32
f_415
float32
f_416
float32
f_417
float32
f_418
float32
f_419
float32
f_420
float32
f_421
float32
f_422
float32
f_423
float32
f_424
float32
f_425
float32
f_426
float32
f_427
float32
f_428
float32
f_429
float32
f_430
float32
f_431
float32
f_432
float32
f_433
float32
f_434
float32
f_435
float32
f_436
float32
f_437
float32
f_438
float32
f_439
float32
f_440
float32
f_441
float32
f_442
float32
f_443
float32
f_444
float32
f_445
float32
f_446
float32
f_447
float32
f_448
float32
f_449
float32
f_450
float32
f_451
float32
f_452
float32
f_453
float32
f_454
float32
f_455
float32
f_456
float32
f_457
float32
f_458
float32
f_459
float32
f_460
float32
f_461
float32
f_462
float32
f_463
float32
f_464
float32
f_465
float32
f_466
float32
f_467
float32
f_468
float32
f_469
float32
f_470
float32
f_471
float32
f_472
float32
f_473
float32
f_474
float32
f_475
float32
f_476
float32
f_477
float32
f_478
float32
f_479
float32
f_480
float32
f_481
float32
f_482
float32
f_483
float32
f_484
float32
f_485
float32
f_486
float32
f_487
float32
f_488
float32
f_489
float32
f_490
float32
f_491
float32
f_492
float32
f_493
float32
f_494
float32
f_495
float32
f_496
float32
f_497
float32
f_498
float32
f_499
float32
f_500
float32
f_501
float32
f_502
float32
f_503
float32
f_504
float32
f_505
float32
f_506
float32
f_507
float32
f_508
float32
f_509
float32
f_510
float32
f_511
float32
f_512
float32
f_513
float32
f_514
float32
f_515
float32
f_516
float32
f_517
float32
f_518
float32
f_519
float32
f_520
float32
f_521
float32
f_522
float32
f_523
float32
f_524
float32
f_525
float32
f_526
float32
f_527
float32
f_528
float32
f_529
float32
f_530
float32
f_531
float32
f_532
float32
f_533
float32
f_534
float32
f_535
float32
f_536
float32
f_537
float32
f_538
float32
f_539
float32
f_540
float32
f_541
float32
f_542
float32
f_543
float32
f_544
float32
f_545
float32
f_546
float32
f_547
float32
f_548
float32
f_549
float32
f_550
float32
f_551
float32
f_552
float32
f_553
float32
f_554
float32
f_555
float32
f_556
float32
f_557
float32
f_558
float32
f_559
float32
f_560
float32
f_561
float32
f_562
float32
f_563
float32
f_564
float32
f_565
float32
f_566
float32
f_567
float32
f_568
float32
f_569
float32
f_570
float32
f_571
float32
f_572
float32
f_573
float32
f_574
float32
f_575
float32
f_576
float32
f_577
float32
f_578
float32
f_579
float32
f_580
float32
f_581
float32
f_582
float32
f_583
float32
f_584
float32
f_585
float32
f_586
float32
f_587
float32
f_588
float32
f_589
float32
f_590
float32
f_591
float32
f_592
float32
f_593
float32
f_594
float32
f_595
float32
f_596
float32
f_597
float32
f_598
float32
f_599
float32
f_600
float32
f_601
float32
f_602
float32
f_603
float32
f_604
float32
f_605
float32
f_606
float32
f_607
float32
f_608
float32
f_609
float32
f_610
float32
f_611
float32
f_612
float32
f_613
float32
f_614
float32
f_615
float32
f_616
float32
f_617
float32
f_618
float32
f_619
float32
f_620
float32
f_621
float32
f_622
float32
f_623
float32
f_624
float32
f_625
float32
f_626
float32
f_627
float32
f_628
float32
f_629
float32
f_630
float32
f_631
float32
f_632
float32
f_633
float32
f_634
float32
f_635
float32
f_636
float32
f_637
float32
f_638
float32
f_639
float32
f_640
float32
f_641
float32
f_642
float32
f_643
float32
f_644
float32
f_645
float32
f_646
float32
f_647
float32
f_648
float32
f_649
float32
f_650
float32
f_651
float32
f_652
float32
f_653
float32
f_654
float32
f_655
float32
f_656
float32
f_657
float32
f_658
float32
f_659
float32
f_660
float32
f_661
float32
f_662
float32
f_663
float32
f_664
float32
f_665
float32
f_666
float32
f_667
float32
f_668
float32
f_669
float32
f_670
float32
f_671
float32
f_672
float32
f_673
float32
f_674
float32
f_675
float32
target
float32
1
53.358707
3.641485
3.641721
3.641541
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
3.641485
0.5
0.326954
0.326913
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
3.641721
0.326954
0.5
0.326916
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
3.641541
0.326913
0.326916
0.5
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1.04486
2
73.516693
4.400424
4.39987
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
4.400424
0.5
0.349678
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
4.39987
0.349678
0.5
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1.528878
4
36.858105
19.295877
2.977045
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
19.295877
53.358707
1.669827
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
2.977045
1.669827
0.5
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
2.287679
5
36.858105
21.16667
2.857865
2.85807
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
21.16667
73.516693
2.089149
2.089182
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
2.857865
2.089149
0.5
0.28233
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
2.85807
2.089182
0.28233
0.5
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
-1.482322
7
36.858105
17.941544
2.88545
2.88553
2.903767
1.637194
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
17.941544
73.516693
2.0142
2.014226
2.090223
4.403889
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
2.88545
2.0142
0.5
0.29663
0.298178
0.224852
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
2.88553
2.014226
0.29663
0.5
0.298181
0.224927
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
2.903767
2.090223
0.298178
0.298181
0.5
0.187554
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1.637194
4.403889
0.224852
0.224927
0.187554
0.5
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1.078261
8
36.858105
13.092517
7.171272
2.899006
2.898941
2.898991
0.853995
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
13.092517
36.858105
15.856462
1.501939
1.501968
1.502016
1.403135
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
7.171272
15.856462
36.858105
0.986423
0.986459
0.986513
2.991369
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
2.899006
1.501939
0.986423
0.5
0.299184
0.299179
0.12484
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
2.898941
1.501968
0.986459
0.299184
0.5
0.299172
0.124848
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
2.898991
1.502016
0.986513
0.299179
0.299172
0.5
0.124854
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.853995
1.403135
2.991369
0.12484
0.124848
0.124854
0.5
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1.23035
9
36.858105
13.076384
8.50936
2.904077
2.903966
2.903934
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
13.076384
36.858105
19.242342
1.509379
1.50941
1.509443
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
8.50936
19.242342
53.358707
1.171306
1.171242
1.171273
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
2.904077
1.509379
1.171306
0.5
0.298014
0.298009
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
2.903966
1.50941
1.171242
0.298014
0.5
0.297993
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
2.903934
1.509443
1.171273
0.298009
0.297993
0.5
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
2.28081
10
36.858105
12.636337
10.549425
2.910002
2.895022
2.894913
1.434086
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
12.636337
36.858105
21.103249
1.476005
1.483101
1.482597
2.847494
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
10.549425
21.103249
73.516693
1.639398
1.36023
1.360088
2.09963
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
2.910002
1.476005
1.639398
0.5
0.294998
0.29507
0.170043
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
2.895022
1.483101
1.36023
0.294998
0.5
0.300935
0.208447
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
2.894913
1.482597
1.360088
0.29507
0.300935
0.5
0.208312
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1.434086
2.847494
2.09963
0.170043
0.208447
0.208312
0.5
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
-1.214101
11
53.358707
16.345234
12.995152
3.676492
3.685896
1.809302
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
16.345234
36.858105
21.006189
1.548505
1.532537
2.86221
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
12.995152
21.006189
73.516693
1.660439
1.334095
2.074155
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
3.676492
1.548505
1.660439
0.5
0.305029
0.178769
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
3.685896
1.532537
1.334095
0.305029
0.5
0.229834
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1.809302
2.86221
2.074155
0.178769
0.229834
0.5
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
-0.065486
12
36.858105
12.440967
7.465001
2.897069
2.897004
2.90036
1.469768
1.46973
1.126807
0.905447
1.126709
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
12.440967
36.858105
12.441133
1.45605
1.456035
1.452671
2.89382
2.893512
1.456091
1.452685
1.456046
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
7.465001
12.441133
36.858105
1.126701
1.12681
0.90544
1.469759
1.46976
2.897202
2.900543
2.897031
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
2.897069
1.45605
1.126701
0.5
0.299529
0.299149
0.20945
0.171867
0.200379
0.138426
0.166529
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
2.897004
1.456035
1.12681
0.299529
0.5
0.299141
0.17187
0.209432
0.16657
0.138429
0.200385
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
2.90036
1.452671
0.90544
0.299149
0.299141
0.5
0.211275
0.211285
0.138427
0.121681
0.138425
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1.469768
2.89382
1.469759
0.20945
0.17187
0.211275
0.5
0.301952
0.209435
0.211287
0.17187
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1.46973
2.893512
1.46976
0.171867
0.209432
0.211285
0.301952
0.5
0.171872
0.211272
0.209452
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1.126807
1.456091
2.897202
0.200379
0.16657
0.138427
0.209435
0.171872
0.5
0.299171
0.299534
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.905447
1.452685
2.900543
0.138426
0.138429
0.121681
0.211287
0.211272
0.299171
0.5
0.299159
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1.126709
1.456046
2.897031
0.166529
0.200385
0.138425
0.17187
0.209452
0.299534
0.299159
0.5
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
3.16975
13
36.858105
12.535268
10.680748
2.902699
2.902622
2.901842
1.470704
1.470641
0.98669
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
12.535268
36.858105
17.879372
1.470001
1.469946
1.468272
2.880974
2.880857
1.629866
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
10.680748
17.879372
73.516693
1.605953
1.605806
1.269081
2.027644
2.027572
4.402727
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
2.902699
1.470001
1.605953
0.5
0.298671
0.297818
0.21107
0.172348
0.150414
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
2.902622
1.469946
1.605806
0.298671
0.5
0.297814
0.172349
0.211062
0.15041
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
2.901842
1.468272
1.269081
0.297818
0.297814
0.5
0.212287
0.212271
0.129976
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1.470704
2.880974
2.027644
0.21107
0.172349
0.212287
0.5
0.298458
0.227263
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1.470641
2.880857
2.027572
0.172348
0.211062
0.212271
0.298458
0.5
0.227276
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.98669
1.629866
4.402727
0.150414
0.15041
0.129976
0.227263
0.227276
0.5
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1.078446
14
36.858105
18.064966
8.149379
2.880284
2.880278
2.905417
1.20254
1.202673
0.973179
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
18.064966
73.516693
18.064835
2.030598
2.030661
2.092036
2.030616
2.030583
2.091984
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
8.149379
18.064835
36.858105
1.202493
1.202737
0.973191
2.880345
2.880095
2.90532
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
2.880284
2.030598
1.202493
0.5
0.29679
0.296461
0.174049
0.214933
0.145987
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
2.880278
2.030661
1.202737
0.29679
0.5
0.296462
0.214953
0.174118
0.145994
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
2.905417
2.092036
0.973191
0.296461
0.296462
0.5
0.145993
0.14599
0.130903
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1.20254
2.030616
2.880345
0.174049
0.214953
0.145993
0.5
0.296785
0.296455
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1.202673
2.030583
2.880095
0.214933
0.174118
0.14599
0.296785
0.5
0.296456
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.973179
2.091984
2.90532
0.145987
0.145994
0.130903
0.296455
0.296456
0.5
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1.246544
15
36.858105
12.644049
12.643243
2.927757
2.927638
1.421641
1.421589
1.421553
1.421579
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
12.644049
36.858105
12.6441
1.421705
1.42167
2.92786
2.927596
1.421653
1.421695
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
12.643243
12.6441
36.858105
1.421577
1.421556
1.421814
1.42177
2.927589
2.927757
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
2.927757
1.421705
1.421577
0.5
0.290931
0.169831
0.209165
0.209147
0.169821
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
2.927638
1.42167
1.421556
0.290931
0.5
0.209165
0.169823
0.169817
0.209146
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1.421641
2.92786
1.421814
0.169831
0.209165
0.5
0.290915
0.169844
0.209199
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1.421589
2.927596
1.42177
0.209165
0.169823
0.290915
0.5
0.209192
0.169844
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1.421553
1.421653
2.927589
0.209147
0.169817
0.169844
0.209192
0.5
0.290931
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1.421579
1.421695
2.927757
0.169821
0.209146
0.209199
0.169844
0.290931
0.5
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
2.473738
16
36.858105
12.987114
17.819843
2.915248
2.915073
1.431531
1.431554
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
12.987114
36.858105
17.819689
1.43148
1.431479
2.915525
2.915249
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
17.819843
17.819689
73.516693
1.983223
1.983254
1.983306
1.98328
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
2.915248
1.43148
1.983223
0.5
0.287766
0.168536
0.207926
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
2.915073
1.431479
1.983254
0.287766
0.5
0.20792
0.168534
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1.431531
2.915525
1.983306
0.168536
0.20792
0.5
0.287782
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1.431554
2.915249
1.98328
0.207926
0.168534
0.287782
0.5
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1.751802
18
36.858105
12.511924
9.128052
10.535172
2.902311
2.91386
2.897923
1.222845
0.945795
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
12.511924
36.858105
16.230509
20.923498
1.45329
1.484983
1.473498
1.523015
1.553868
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
9.128052
16.230509
53.358707
13.091399
1.40977
1.116381
1.289308
3.6868
3.678487
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
10.535172
20.923498
13.091399
73.516693
1.312132
1.654286
1.413603
1.337604
1.697596
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
2.902311
1.45329
1.40977
1.312132
0.5
0.296311
0.298821
0.214053
0.146068
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
2.91386
1.484983
1.116381
1.654286
0.296311
0.5
0.298456
0.145913
0.127436
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
2.897923
1.473498
1.289308
1.413603
0.298821
0.298456
0.5
0.185472
0.141029
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1.222845
1.523015
3.6868
1.337604
0.214053
0.145913
0.185472
0.5
0.306329
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.945795
1.553868
3.678487
1.697596
0.146068
0.127436
0.141029
0.306329
0.5
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
-0.073512
20
36.858105
12.417578
7.529157
7.529158
2.894623
2.899021
2.898899
1.481586
1.132492
0.909548
1.143549
1.143681
0.909498
1.132575
0
0
0
0
0
0
0
0
0
0
0
0
12.417578
36.858105
12.416866
12.416622
1.456242
1.45244
1.452384
2.888212
1.456001
1.452426
1.452341
1.452385
1.452197
1.456092
0
0
0
0
0
0
0
0
0
0
0
0
7.529157
12.416866
36.858105
7.527839
1.132063
1.144166
0.909525
1.481592
2.894659
2.899035
2.898906
0.909442
1.143514
1.132022
0
0
0
0
0
0
0
0
0
0
0
0
7.529158
12.416622
7.527839
36.858105
1.132829
0.909528
1.143423
1.48156
1.131942
1.143728
0.909435
2.898714
2.899063
2.894565
0
0
0
0
0
0
0
0
0
0
0
0
2.894623
1.456242
1.132063
1.132829
0.5
0.299156
0.299168
0.17259
0.201039
0.138692
0.168102
0.168276
0.138737
0.201218
0
0
0
0
0
0
0
0
0
0
0
0
2.899021
1.45244
1.144166
0.909528
0.299156
0.5
0.298872
0.212015
0.168328
0.139954
0.205823
0.139912
0.121862
0.138732
0
0
0
0
0
0
0
0
0
0
0
0
2.898899
1.452384
0.909525
1.143423
0.299168
0.298872
0.5
0.21213
0.13869
0.12187
0.139936
0.205698
0.139904
0.168186
0
0
0
0
0
0
0
0
0
0
0
0
1.481586
2.888212
1.481592
1.48156
0.17259
0.212015
0.21213
0.5
0.172579
0.212058
0.212108
0.212104
0.21203
0.172583
0
0
0
0
0
0
0
0
0
0
0
0
1.132492
1.456001
2.894659
1.131942
0.201039
0.168328
0.13869
0.172579
0.5
0.299169
0.299171
0.138661
0.168155
0.200951
0
0
0
0
0
0
0
0
0
0
0
0
0.909548
1.452426
2.899035
1.143728
0.138692
0.139954
0.12187
0.212058
0.299169
0.5
0.298898
0.139933
0.205757
0.168186
0
0
0
0
0
0
0
0
0
0
0
0
1.143549
1.452341
2.898906
0.909435
0.168102
0.205823
0.139936
0.212108
0.299171
0.298898
0.5
0.121864
0.139918
0.138667
0
0
0
0
0
0
0
0
0
0
0
0
1.143681
1.452385
0.909442
2.898714
0.168276
0.139912
0.205698
0.212104
0.138661
0.139933
0.121864
0.5
0.298896
0.29916
0
0
0
0
0
0
0
0
0
0
0
0
0.909498
1.452197
1.143514
2.899063
0.138737
0.121862
0.139904
0.21203
0.168155
0.205757
0.139918
0.298896
0.5
0.299153
0
0
0
0
0
0
0
0
0
0
0
0
1.132575
1.456092
1.132022
2.894565
0.201218
0.138732
0.168186
0.172583
0.200951
0.168186
0.138667
0.29916
0.299153
0.5
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
2.99194
End of preview. Expand in Data Studio

QM8_E1-CC2

Part of TabBioMed (TabBioMed: A Large-Scale Benchmark for Biomedical Tabular Learning), a benchmark of 94 curated biomedical tabular datasets. Code, preprocessing and documentation: https://github.com/AI-sandbox/TabBioMed.

Electronic spectra and excited state energy of small molecules calculated by multiple quantum mechanic methods. Task: predict the 'E1-CC2' label using Coulomb matrix features. Target: z-scored with the training-split mean and SD (stored as target_mean / target_std), following DeepChem's default target normalization for this loader. Split: random 70/15/15 (seed 42).

Domain Task Samples Features Classes
Drug Discovery regression 21,747 676 -

Splits. Fixed train/val/test split (15223/3262/3262 rows).

Files

  • data/**.parquet: one row per sample. row_idx is the row index in the original TabBioMed array; f_<i>[_<name>] are the features (in order); target (or target_<j> for multi-target tasks) is the label. Categorical feature indices (0-based, among the features): []. Missing values are stored as nulls.
  • metadata.json: TabBioMed task metadata (task type, categorical indices, source, description).
from datasets import load_dataset
ds = load_dataset("TabBioMed/QM8_E1-CC2")

A Croissant (1.1) description with Responsible-AI fields is distributed with the TabBioMed release.

Source and license

Source: MoleculeNet (https://moleculenet.org) — loaded via DeepChem.

This derived dataset is distributed under CC BY 4.0 (https://creativecommons.org/licenses/by/4.0/). Please also cite and respect the terms of the original source.

Citation

@inproceedings{tabbiomed2026,
  title     = {TabBioMed: A Large-Scale Benchmark for Biomedical Tabular Learning},
  author    = {Mateo Bernad{\'o}, Pau and Polapragada, Saivenkata Nagavyjayanthi and Bonet, David and Arbiol Rakuljic, Pol and Mogas Pladevall, Laia and Comajoan Cara, Mar{\c{c}}al and Gonzalez Ferrer, Jesus and Abante, Jordi and Mas Montserrat, Daniel and Haussler, David and Ioannidis, Alexander G.},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS), Evaluations and Datasets Track},
  year      = {2026}
}
Downloads last month
-