edge-rs 0.3.2

Negative binomial differential expression for bulk and single-cell RNA-seq: the edgeR numerical stack and NEBULA mixed models.
Documentation
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
129
130
131
132
133
134
135
136
137
138
139
140
141
142
143
144
145
146
147
148
149
150
151
152
153
154
155
156
157
158
159
160
161
162
163
164
165
166
167
168
169
170
171
172
173
174
175
176
177
178
179
180
181
182
183
184
185
186
187
188
189
190
191
192
193
194
195
196
197
198
199
200
201
202
203
204
205
206
207
208
209
210
211
212
213
214
215
216
217
218
219
220
221
222
223
224
225
226
227
228
229
230
231
232
233
234
235
236
237
238
239
240
241
242
243
244
245
246
247
248
249
250
251
252
253
254
255
256
257
258
259
260
261
262
263
264
265
266
267
268
269
270
271
272
273
274
275
276
277
278
279
280
281
282
283
284
285
286
287
288
289
290
291
292
293
294
295
296
297
298
299
300
301
302
303
304
305
306
307
308
309
310
311
312
313
314
315
316
317
318
319
320
321
322
323
324
325
326
327
328
329
330
331
332
333
334
335
336
337
338
339
340
341
342
343
344
345
346
347
348
349
350
351
352
353
354
355
356
357
358
359
360
361
362
363
364
365
366
367
368
369
370
371
372
373
374
375
376
377
378
379
380
381
382
383
384
385
386
387
388
389
390
391
392
393
394
395
396
397
398
399
400
401
402
403
404
405
406
407
408
409
410
411
412
413
414
415
416
417
418
419
420
421
422
423
424
425
426
427
428
429
430
431
432
433
434
435
436
437
438
439
440
441
442
443
444
445
446
447
448
449
450
451
452
453
454
455
456
457
458
459
460
461
462
463
464
465
466
467
468
469
470
471
472
473
474
475
476
477
478
479
480
481
482
483
484
485
486
487
488
489
490
491
492
493
494
495
496
497
498
499
500
501
502
503
504
505
506
507
508
509
510
511
512
513
514
515
516
517
518
519
520
521
522
523
524
525
526
527
528
529
530
531
532
533
534
535
536
537
538
539
540
541
542
543
544
545
546
547
548
549
550
551
552
553
554
555
556
557
558
559
560
561
562
563
564
565
566
567
568
569
570
571
572
573
574
575
576
577
578
579
580
581
582
583
584
585
586
587
588
589
590
591
592
593
594
595
596
597
598
599
600
601
602
603
604
605
606
607
608
609
610
611
612
613
614
615
616
617
618
619
620
621
622
623
624
625
626
627
628
629
630
631
632
633
634
635
636
637
638
639
640
641
642
643
644
645
646
647
648
649
650
651
652
653
654
655
656
657
658
659
660
661
662
663
664
665
666
667
668
669
670
671
672
673
674
675
676
677
678
679
680
681
682
683
684
685
686
687
688
689
690
691
692
693
694
695
696
697
698
699
700
701
702
703
704
705
706
707
708
709
710
711
712
713
714
715
716
717
718
719
720
721
722
723
724
725
726
727
728
729
730
731
732
733
734
735
736
737
738
739
740
741
742
743
744
745
746
747
748
749
750
751
752
753
754
755
756
757
758
759
760
761
762
763
764
765
766
767
768
769
770
771
772
773
774
775
776
777
778
779
780
781
782
783
784
785
786
787
788
789
790
791
792
793
794
795
796
797
798
799
800
801
802
803
804
805
806
807
808
809
810
811
812
813
814
815
816
817
818
819
820
821
822
823
824
825
826
827
828
829
830
831
832
833
834
835
836
837
838
839
840
841
842
843
844
845
846
847
848
849
850
851
852
853
854
855
856
857
858
859
860
861
862
863
864
865
866
867
868
869
870
871
872
873
874
875
876
877
878
879
880
881
882
883
884
885
886
887
888
889
890
891
ave_log_cpm,trended,tagwise
10.696725947414885,0.096110993901918837,0.093551043121211208
2.6716306925241322,0.1633855653034948,0.17738697879838033
5.7447708303040734,0.11747936655151414,0.12115887936960004
14.371109504478175,0.096182491749576993,0.096526703108857026
10.07847322530136,0.096798735586075713,0.096581722548128066
0.19616469789000432,0.19888722737729514,0.2105121245532473
10.893754162114089,0.096044013051073657,0.097165646733696695
8.1368777666075456,0.099744425335656584,0.097280147065263986
4.3474291806796401,0.13809087965554254,0.14138472510221486
0.20732027898350899,0.19883364855254826,0.2120282589408157
10.036452092380696,0.096845591027427125,0.096328736795815634
1.6840366157718289,0.17888331421174775,0.19134559459902012
3.3354686761647589,0.15449722478861905,0.14724996765039824
1.2582914692144027,0.18666778448111054,0.18874170581964028
3.8038345390592796,0.14675473865882457,0.15086506548941081
8.8573319602741556,0.098166173461113837,0.094229909550605589
7.1643905152698704,0.10685562537646549,0.10229854625214725
10.463528340318788,0.096370042162279151,0.093805793585165401
9.996713915208046,0.096889913934676955,0.094393228923947872
1.822423828670503,0.1765013504526807,0.17063928442281673
4.0152762296220637,0.14334295309231188,0.1372502064079664
9.5822048067379448,0.097353004670872725,0.098279013968986473
6.7702074456982455,0.10975028163524439,0.10923686805908182
9.8075099943973232,0.097101121282932176,0.093367645042223585
14.349101431070748,0.096178433336156777,0.098661593904401393
11.590869084117173,0.096023494306467061,0.098690036747101306
-0.97030752545834398,0.20466141203277874,0.22437669391149595
6.2494347517024593,0.11358501014058985,0.11437057120834659
-0.70678027115229491,0.20332716488932334,0.20455216382167207
11.256324800552779,0.096033340214008278,0.096315106242430948
10.465021188941439,0.096368382442750603,0.099396243258091418
-1.4529412081020558,0.20715099395414432,0.21051475678290094
4.7211637165473972,0.1323411282578387,0.1321711438048461
-0.33983978995371461,0.20149842400224149,0.20735931368900948
-0.39731626504880463,0.20178265406155194,0.2057337083460182
1.0988177628645226,0.18976432861054338,0.19982001995563614
-0.91524892081595066,0.20438119348162465,0.2165221186546018
7.4824972388568822,0.10452468179794316,0.10633638530304523
5.925012207061128,0.11597987868482139,0.11899891038599984
7.891891338233215,0.10153158923909285,0.098873963526568784
7.0577372396138287,0.10763814681215932,0.10567913018002553
3.9504681362562448,0.14438307629410274,0.1467169242529093
13.571810142525463,0.096035128157735461,0.092756239209494606
4.1157214621551086,0.14174074510483348,0.1519775830327825
4.1268283302214677,0.14156431795727881,0.13813787452790968
3.1526081008442199,0.15700836097018589,0.15516634207901234
8.0822894717940308,0.10014222535361397,0.10619542050110947
9.4496498498497061,0.097501388030568459,0.098103461681860613
7.4031796292542698,0.10510545943133952,0.10544945431423841
3.1724863591697932,0.15675970275302992,0.16545309543981557
3.7821523220595452,0.14710757042969166,0.14537919367210461
3.4663661613573038,0.1523080908532953,0.16199422107131697
13.892617880184298,0.096094266369011638,0.099061286410182789
3.8639161240703914,0.14577991649781369,0.16464044811266854
2.2438752908638655,0.169678794373404,0.17374590394122749
6.642238144875166,0.11069148899579562,0.11115600846335845
10.911527686409233,0.096043489808742735,0.09622326466666431
13.268731687481782,0.09597926773473163,0.093086667083497679
10.091478596361734,0.096784236892674888,0.096941445043564861
5.3663937155063746,0.12282042728575059,0.12290294981209356
7.4482954795687686,0.10477507826017705,0.10080486935645022
1.978879740989911,0.17389379350358977,0.17208093397313765
6.0136408687271681,0.11532517326346464,0.11376150987073062
11.223337026790727,0.096034311171080494,0.095096456054467968
11.441865051009591,0.096027879386266043,0.094041400503265954
9.4191968929870864,0.097535497445174202,0.095814345356298403
0.60279945021307979,0.19695457170834335,0.19091630702678844
6.8386583519219641,0.10924712433574198,0.10939595450740869
5.3830308628027268,0.1225818055436174,0.12096922241618023
4.4383781156716378,0.13667597575842858,0.13110765648811634
3.0028217889568039,0.15891915198862716,0.16800124166429409
6.869202041873713,0.10902267556213717,0.10733425404582719
11.292123921959613,0.096032286528537125,0.094252845978414282
11.523232412276773,0.09602548475872949,0.095169649326007633
10.501893730274732,0.096327393945947914,0.094585698440802141
-0.79220861782603513,0.20375776600394613,0.20258520336930208
9.370695798501826,0.097589837510534364,0.093995773763636437
-1.3337509096435467,0.20653059166281565,0.21149865159882164
3.5868919504269101,0.15030965148266179,0.14571871776171019
9.1090781078351846,0.097883279502718884,0.094433119881050659
-0.26621254235988562,0.20113552225046122,0.21073838284545127
6.9799387173032104,0.10820927804110861,0.1066004120217212
1.4885469239447142,0.1823713027617668,0.18202619654872015
5.7106678931304904,0.11795337792446355,0.11601897857933217
1.7453412623223536,0.17781928544889641,0.17807145102811317
8.9521582008267586,0.098059554195788629,0.099006137746631737
11.973135462799799,0.096012246168011739,0.094135637666579133
2.1716382790884068,0.17080310627289436,0.16956845928660214
2.2277407609651307,0.16992833234299631,0.19577895817218738
7.6837058618305596,0.10305267866302065,0.098497536329903837
2.8481053884859366,0.16096332764933702,0.1531047703578878
7.9705443391694848,0.10095744078354643,0.10683085179527996
7.4848245412446888,0.10450764517641742,0.10456816384177187
5.6253140264775698,0.11914615787698452,0.11594742731578095
9.6633016811190338,0.09726229399410502,0.095641055661899899
0.84656547916810032,0.19486554834272199,0.1868328757136421
0.2960908870573784,0.19840841888366667,0.20180610760938322
6.0708659940459295,0.11490262886815761,0.11944645882491732
5.7407961614804641,0.11753453688296939,0.11862340635651021
6.8146282302280978,0.10942373737745431,0.10854703488183565
8.07179119643137,0.10021878855080878,0.10352296595703553
8.2321116208292509,0.099053245153749581,0.099942023952105288
2.7756641174877754,0.1619457646306563,0.15482157160512805
9.8470020979196367,0.09705701264609895,0.095874458536849255
-0.66705644089764338,0.20312756361513667,0.20014717825035044
-1.1136308644792179,0.20539447510561321,0.20374191307526532
1.2991256138848801,0.18589084706784983,0.18405257221132126
-0.99568958157093546,0.20479085285146723,0.20441173382495964
9.5029238762632602,0.097441735477685476,0.096817564455784211
11.050377301922431,0.096039402335779595,0.095489926149501969
0.49456244673197419,0.19746491653818871,0.1915437986269749
7.8270230844879345,0.10200532879102714,0.10050567013667018
3.3968399577140085,0.15346843623494458,0.1515722273952817
-1.0879347738380383,0.20526265977796554,0.20728218072196058
8.9691940527746841,0.098040407433033883,0.094862384104393668
1.2459704963679357,0.18690348614038127,0.18755554196173371
6.1296171117359286,0.11446896464260695,0.12236389742113436
1.4304815882966688,0.18343546061479854,0.18498168851955682
11.007366244742849,0.096040668466760348,0.091989807864392509
4.7743612927440404,0.13153663031456325,0.13297288704660287
6.7476838358254811,0.10991588943666981,0.10903965276970976
5.8515380881284536,0.11652289501056663,0.1168607159779303
8.7611860219700262,0.098274351228552048,0.093644634528057366
10.843381334565478,0.096045496026522778,0.10291880493454807
2.6266233585567482,0.16401918572376062,0.1623959500709401
6.6548461775780954,0.11059872568376677,0.10851496461732167
-0.67913627530215637,0.20318821943315624,0.19432496943393968
0.85129782513263763,0.19476755629314155,0.18948623452188751
6.4845640918131853,0.11185215978318488,0.11154255123567332
8.9530595253802616,0.09805854112910535,0.10032199076035758
-0.41903363066583688,0.20189026342730254,0.19894769530934742
2.2460852562172091,0.16964468547880202,0.17994483598400868
0.69144392734048477,0.19653880961639647,0.1952608755656359
-0.042940929591025759,0.2000432113406507,0.20118627319028271
-0.91149578652911323,0.20436212011656429,0.21417531017978231
10.126757650590193,0.096744913818837305,0.10056806401906865
-0.79394287134418118,0.20376652658165548,0.21799371853639921
12.283326635538668,0.096003120612680709,0.092388138605640741
8.2468356937593033,0.098946714212949344,0.094539238740666887
0.040188613029839546,0.19963966664829069,0.19936383059714191
11.594751291416831,0.096023380060857366,0.097538004490480834
-0.29260560801023239,0.20126545690162057,0.19679248596509011
1.1949731933167795,0.18788536476003304,0.18671966360801334
-0.70817694908400375,0.20333419003874692,0.19859877516221033
9.1586047367937731,0.097827685667377054,0.096452366345192095
5.120942740638605,0.1263811042761511,0.12489590459367313
1.8983102885765739,0.17522537956703066,0.18207367983980552
3.8742214873044278,0.14561313806093115,0.14625423671646606
4.9277380568338405,0.1292367114591052,0.12672311617670176
6.6148394997983981,0.11089309791199382,0.1156761908479971
4.2472792857690695,0.13966051210742611,0.14705408873724005
6.4697903524723266,0.11196096795868211,0.10944979362906189
11.579294027784831,0.096023834938746416,0.10233757430548299
7.8506208744479826,0.10183296910899201,0.10816693880662386
0.68621753084577453,0.19656326758977949,0.20090526200919989
7.2921013721383119,0.10591927117008751,0.10651273752305968
5.0484184147069717,0.12744758556562116,0.12573972803659658
11.285847865806396,0.096032471251906629,0.095448182940932588
10.678616554380101,0.096131095199041505,0.095355827017192696
-0.9555973876025825,0.20458646987794446,0.20306279198948524
7.7759196101423544,0.10237867995592649,0.10048798637631667
5.1526071507441129,0.12591753032044961,0.12461770021838406
1.2918833688173883,0.18602816964700675,0.19469151281243419
-0.38544575532072661,0.20172388534208652,0.20467281527607453
11.366160268000044,0.096030107463518824,0.099963196947069427
0.89999460309469148,0.19376428200094711,0.20313889909766428
9.9452428247725031,0.096947342306176076,0.10883631404601156
3.1078434214064834,0.15757251597126162,0.15328591650377429
7.8773354704613086,0.10163787524887087,0.10033995934548522
10.124984284615637,0.096746890226096102,0.099497125428251509
10.867367683172969,0.09604478986346944,0.094984038446507157
11.823090048391142,0.096016660946209892,0.095415961030555912
-0.51507703148845163,0.20236756610094908,0.21927014288374408
9.6855485824062733,0.09723741906564741,0.096819765596531007
9.3600751101500563,0.097601739347681848,0.09918765307715037
6.3385178935277846,0.11292820403807269,0.11162270413629304
12.126572782164013,0.096007731975787852,0.091614182576270242
0.20448459006232483,0.19884726501185776,0.20810587352666926
6.3231346052363158,0.11304159967487844,0.11509546027537609
4.5069838995439264,0.13561532392859629,0.12849733160227975
9.2359092748997789,0.09774095077640986,0.093281996233197509
10.346657284047676,0.096500032504509947,0.09359478088238149
6.1173375121057747,0.1145595926200989,0.12029934746546865
11.948997513200256,0.09601295635243301,0.092182887938594471
2.6963175386304337,0.16304078665310173,0.16562969565789004
4.8638977983480887,0.13019047369170086,0.12741659641349831
4.4639438599036705,0.13628005654301065,0.13231726922310669
2.1102317249838531,0.17177329763779059,0.17120827291030205
-0.063104930699571779,0.2001413566550955,0.19278241857365414
7.8957190704280418,0.10150364102046772,0.1023942467896205
7.0718687398541924,0.10753443406720174,0.10974658690603217
8.2171540325377137,0.099161556566986761,0.09824667682355244
11.803336532704163,0.096017242180629944,0.099116859748942646
2.0090614045050281,0.17340105544856793,0.16685394278412025
8.5691384076842052,0.098490657332243103,0.098412384368938344
5.1255363459848668,0.12631377533315932,0.12550816702129231
4.2647035302652405,0.13938655475967382,0.13550930982002729
7.3450703749891266,0.10553112599603579,0.10536154906465008
0.15962031871198926,0.19906296634649845,0.19839903952749058
-1.2772038707406852,0.20623754170103897,0.20519346630404045
10.778329589756961,0.096047411211203415,0.094966978452479159
0.16184291553090022,0.19905226838507897,0.19229621587156787
0.44945291349332506,0.19767848500571725,0.21503831866532172
0.34585916249456172,0.19817089187282949,0.20970960497132873
13.228387571608796,0.09597532757770405,0.094284256179378592
5.2623390487495731,0.12432071657392903,0.12412845697623708
9.2388423231078161,0.097737660880572702,0.094588865215594786
11.964755343453909,0.096012492725979448,0.099683664857213528
5.4545137929629162,0.12156049497283812,0.12745374844909604
9.0561831546680018,0.097942676275683732,0.10407981812468764
4.3563467772013569,0.13795170373476218,0.13953003362161384
8.4286914891496991,0.098649035245984035,0.11185713806992084
11.825457218270072,0.096016591294201717,0.097356361483521836
0.88928476551259428,0.19398413601220085,0.20332061263726545
8.6931979351351067,0.0983508928606001,0.096591491847764555
4.4274164017103805,0.13684597598356762,0.13244497834817884
13.198330192018284,0.095976211298585357,0.098556619749254462
12.110203554163412,0.096008213546953852,0.094249678974378484
10.694969857180769,0.096112943034798004,0.094132076947848739
13.028287821177758,0.095981211018715193,0.098716231663292631
5.0413915577940527,0.12755126462262301,0.12428007628486588
3.9195971681563329,0.14488028104379455,0.14130328283663915
2.3373417624399377,0.16825098370528022,0.17382876984208867
12.091417185246121,0.096008766234178089,0.10030244582347676
0.96395947243628077,0.19246054051719952,0.19567359017009012
9.8257594797078518,0.097080736914137641,0.094174368024007304
6.4520013349279486,0.11209199621497695,0.10874878609511121
1.4195077434169168,0.18363803588208494,0.17702629050727597
5.45545218045502,0.12154713039944308,0.1177973381950672
6.2122960969489647,0.11385893378476322,0.11299201857176114
1.2249402205446549,0.18730716441319983,0.18866064052690432
10.851872720351331,0.096045246037284676,0.094069958485756638
-1.3426239052817361,0.20657665013662832,0.2056207547973552
9.4493499951579434,0.097501723851964442,0.093680372585867089
4.7651562035441524,0.1316755876428648,0.13655407591663446
10.10894384322188,0.096764768363547637,0.093502468204821554
0.13120950372583479,0.19919982568281891,0.20079475958405599
8.6607589952495463,0.098387426196590272,0.094988120574270737
6.2822787324453211,0.11334281271766833,0.11094292454621178
-0.96790804038247069,0.20464918387432673,0.19973492596960474
6.1268695451403818,0.11448924212932239,0.12101736263752089
9.0768698533829966,0.097919444074855699,0.097253212544863535
5.2187383742343911,0.1249533904975486,0.12490591197217336
-0.19903384178930508,0.20080557379238059,0.20079239375836228
11.922437347355777,0.096013737814223274,0.095443793161053267
12.069522669375228,0.096009410369185422,0.093689332678188561
-1.1475586481220275,0.20556877634828991,0.20250269020327405
-0.52744506163564786,0.20242919823974881,0.22679922638045721
-0.74766142194683838,0.2035329963594589,0.21026561412324379
10.164181890275415,0.096703210588805044,0.095293177717815217
11.62453677062434,0.09602250354197478,0.097664214584072928
12.248838644192732,0.096004135140671951,0.09960907297637038
8.9831230729598417,0.098024754221617438,0.09996700107148776
10.611568687688218,0.096205540674775991,0.095385330978557184
11.630639946313222,0.096022323941215237,0.093709815492433499
10.908173305039584,0.096043588559400248,0.097344111915149772
11.029213781279683,0.096040025329642897,0.093375339190280654
12.432897079402322,0.095998720949943633,0.094933277079144243
12.842958874381637,0.095986660753561034,0.10061620056410883
6.3495646848194189,0.11284678060539699,0.11046031939610089
3.7534484596132023,0.14757550924644203,0.14793915820905146
4.1437535290637948,0.14129575328694546,0.13699441388114844
5.3071810161997757,0.12367251068204449,0.12015076648678924
5.398152603247917,0.12236521977194828,0.11706722861207981
6.5480294213140988,0.11138484784740588,0.10717129546619052
5.8651287353184287,0.11642243459110511,0.12069913306894198
8.859245106482625,0.098164021664540038,0.096489127858463669
7.0894689796624464,0.10740527624519183,0.10203559120595754
-0.22078096415665902,0.20091226297920231,0.20186881185288652
6.7765986246321441,0.10970329371480399,0.10554742425131054
11.418724672913845,0.096028560423657289,0.098115190638267319
6.0605647819053408,0.11497868145766937,0.11544312971358178
5.8070239172914997,0.11685199449844558,0.11478825369144088
-1.5379231659758485,0.20759558908046924,0.20790901592378669
6.2283114041841374,0.11374080229829009,0.10868363913824715
8.5835993505986625,0.098474359287814131,0.095091629835533972
0.4787260931004218,0.19753983423604693,0.20475715925681623
12.473582292683473,0.095997524245486493,0.093138950563641312
6.3794927099315712,0.11262621452172193,0.11235325503240119
10.843792727727553,0.09604548391494297,0.093542841830856982
7.2657128189204467,0.10611268768352525,0.1093443853246746
6.8195340958635189,0.1093876789039922,0.1085953568840383
7.6935109381921585,0.10298099389542446,0.099521846410509485
7.0168898124887384,0.10793798075060593,0.10564805070495387
11.627863933991456,0.096022405632039828,0.097194921158108627
4.713095536333225,0.13246344655307696,0.12952625295601147
10.74680187153562,0.096055423625328637,0.094906121016764877
9.1012085109652627,0.097892114988412549,0.095507298031708751
11.251702214407509,0.096033476273415228,0.10758187147524344
9.8811392788221202,0.097018895034664931,0.09640824189605704
5.025768484901973,0.12778199828205297,0.12902982822942555
9.6716321400080041,0.097252978990065631,0.09330827577733404
0.57207487949609692,0.19709913941821289,0.22075062417438007
4.4241531900396165,0.13689661187416899,0.13126133921323127
6.0991580076283078,0.11469377609913851,0.11553572661000505
9.1930306856163799,0.097789054125528602,0.099801179280892729
5.338716560505067,0.12321816093630254,0.12400140641042168
3.7317202089123205,0.14793036846457827,0.14286116997577458
4.1945633987191169,0.14049157740008575,0.14009815307179094
7.1152399889590097,0.10721618280385646,0.1060767032902271
12.032721064844848,0.096010493087517884,0.096747872231860224
4.6566685583137,0.13332115133602579,0.14601542607504794
0.10811565465784924,0.19931122323381278,0.21971608068132592
11.080555315249905,0.096038513993703736,0.095321243043223688
7.9644651294241013,0.10100180729487734,0.098839234577499643
0.62136495366330247,0.19686733130487535,0.19804901358178284
4.3888772993545873,0.13744482080505871,0.1345684571095975
11.10544894138552,0.096037781218054008,0.0962237588958611
6.690730428760439,0.11033474627137829,0.11352426415395994
12.527570883409451,0.095995936281275826,0.092885859012769842
0.26853036394958518,0.19854022577394864,0.18985116909441185
11.410790167903366,0.09602879394368824,0.094426430153385504
2.7103149869209378,0.16284616284349898,0.16212918002422763
7.0320708232694864,0.10782653834791156,0.11267410864846542
3.1814879582082964,0.15664747565226264,0.16729259851470968
1.9543053511013375,0.17429742962699407,0.16473908449307884
9.7638163725763967,0.09714993723256804,0.094154637537184505
-1.6808909444437765,0.20834779468081821,0.22133273036260326
7.7306234998153771,0.10270970448550823,0.11228970054912364
-0.10210981515959652,0.20033148994719974,0.22223622865489731
-0.61569880020557899,0.20287009364543565,0.20010055672360655
6.4457769163798027,0.11213784656726167,0.11423228406800677
7.0601213387398678,0.10762064900567277,0.1084633069501556
0.65136761251001696,0.19672653086533307,0.1918158155108973
5.8046926362385527,0.1168692323549589,0.11475415065781154
2.16119774982125,0.17096712020154159,0.17097616061121454
2.5133040045484023,0.16564372104080455,0.17278248267562424
1.8148432239940184,0.17662998154921622,0.18190679478181854
9.8616947274466717,0.097040605690162374,0.097479832441584369
2.4331563743657489,0.1668183494273634,0.16001004587499212
9.2569320992532251,0.097717371763086994,0.096436933883643119
0.63805619215740483,0.19678897243055241,0.18952298537099002
5.1124074978025726,0.12650627605997977,0.12154217447464166
11.292559184568955,0.096032273717463035,0.093109849609714024
9.6445976793932235,0.097283210590973196,0.093838972347412702
8.6489273715559527,0.098400753325159962,0.099937492668048494
10.37707814337768,0.096466186232633089,0.093044635513820612
8.3244002560470047,0.098766745688227367,0.10092930162425054
-0.39169073407115945,0.2017547987230946,0.19775031811628851
3.4897221164769565,0.15191952849591234,0.14904266114991468
-1.3685314782954856,0.20671124922763251,0.21023893486428108
4.8690671259466223,0.13011305699629896,0.12688396427180104
2.9839470196841695,0.15916464835931154,0.16177180169668692
12.5576573142698,0.095995051371295603,0.10277011750459238
10.281654449315738,0.096572379579140721,0.098700414568071521
2.139838472135918,0.1713038597613801,0.16063021634793978
11.413155007622676,0.096028724344096233,0.094452550927028076
10.538824506777502,0.096286351624377486,0.092340158722440321
8.360649415907881,0.098725822248841341,0.10111658875886696
5.4817284654475014,0.12117335051063965,0.11819513819995807
1.6725340598244756,0.17908453190921317,0.1839369942571904
2.1481312864450013,0.17117292789615235,0.17768192244848549
8.4409380401500993,0.098635218756095502,0.097506228514206775
6.6102981329557569,0.11092651807100268,0.11576674910383762
1.586528684967299,0.18060490701506199,0.17498539269647781
11.383641484039241,0.096029592963166488,0.097786584001664553
-0.90677872612031274,0.20433815317008516,0.20778695166216737
1.065472916809908,0.1904243626795985,0.18368148523021607
8.5135225015517761,0.098553354518455941,0.095811624252754954
3.8670494650059504,0.14572919437871107,0.1480264657379918
8.0197587237306553,0.10059833434041437,0.10412774177686993
5.0247889024623209,0.12779647563136254,0.13039675949230647
8.7669285319403691,0.098267887980526811,0.10094965552094509
7.2282975806989507,0.10638697845245054,0.10730444526680849
4.9882634956594369,0.12833714001810145,0.13188261718321409
6.6320697572146017,0.11076630774949975,0.11221590094893064
-1.1922410110160591,0.20579877895373511,0.20140138585545447
7.4445914134560658,0.1048021994888845,0.10149089189798695
4.4540058127503057,0.13643386574271354,0.13617311668214596
8.0266184502334852,0.10054828945419639,0.096932932360286342
11.724233243605003,0.096019569808503957,0.094185847649683824
12.849641701111086,0.095986464230186183,0.10120815677091721
5.5434006644733778,0.12029946797022638,0.11734704046535907
3.1516254610831003,0.15702068245431045,0.1525565061630802
3.6075927663760314,0.1499680875626965,0.14837633800444044
-0.98270288146262708,0.20472460409660076,0.20558565073501991
4.3792610677464525,0.13759452502873654,0.13240712936621279
6.5031871911661732,0.11171501475706225,0.11683063578436559
11.65626219431023,0.096021569951098382,0.096873146232486954
10.274920522156423,0.096579876265616052,0.095224697124986574
4.3985212954803359,0.13729479707287237,0.13943888058131418
8.5258867889935424,0.098539413769438353,0.099512325376254374
5.152681637252817,0.12591644129609286,0.12466988259804038
-1.203469656419766,0.20585665907520301,0.21642508891061563
9.6336668271096997,0.09729543581888711,0.094060941175744386
1.7459668872716534,0.17780849949174207,0.17455275717246557
2.1025523768242933,0.17189556842652984,0.16447592755151771
6.6922183048593764,0.11032380205806092,0.11633061519202932
1.8503606878685124,0.17602914264376762,0.17442487982148427
-0.93112857240529723,0.20446193321495287,0.21232081281476278
1.6391706080409221,0.17967099412533488,0.20019997792204822
1.8195231946134121,0.17655054454176899,0.17189297534191555
11.314287450307196,0.096031634193889465,0.09507143073635127
12.626582860571384,0.095993024171687799,0.092725322214718964
8.6291215948818163,0.098423065085245523,0.095822815719912829
9.4980456426434028,0.097447196830366678,0.094873238724710138
5.8446479653297096,0.11657382902652046,0.10981972841171761
-1.3193326481523695,0.20645579188931903,0.21174075043750978
0.13163459868488775,0.19919777642507325,0.20468533543086492
12.005844607367621,0.096011283818125293,0.093012806552785154
12.380920973363937,0.096000249801770077,0.099091844309679059
1.9799631212838575,0.17387604939990406,0.17127425366595306
8.3093225083533522,0.098783770855054673,0.1021798868061141
0.45694925695415256,0.19764295835779899,0.20433606231746043
5.8565278869483679,0.11648601009027165,0.11355768372267488
5.0827473610423173,0.12694195646956521,0.12694248708774161
8.0077262306064974,0.10068612229115491,0.10369972710788913
3.2833679701295844,0.15537393155348322,0.14968381888618346
2.1771531278834058,0.17071662662111067,0.16309299233957383
-0.4650213781693322,0.20211851978394782,0.18997034706562377
4.1096565912498306,0.14183714485623614,0.13935019458172579
3.2474313313293961,0.15583239441622992,0.15574137170973512
5.9867655960649451,0.11552366655237988,0.12168255032368516
12.700578615465032,0.095990847937671653,0.098675810832958191
9.8632678696133915,0.097038849097860785,0.097173739707341319
-0.26252995254220191,0.20111740633018013,0.19331298576511968
11.227835656074101,0.096034178758055921,0.094713952545693425
2.508019967468532,0.16572050376660361,0.16422822212499039
6.4323315782868304,0.11223689347271244,0.10660935676222703
2.6873468168759995,0.1631658467610958,0.16918453584552498
8.4825007834720481,0.098588337036351989,0.098012530431819844
5.1814143028609765,0.12549687404023396,0.12101694716614426
3.3374555643391508,0.15446385141866445,0.14694474362620755
10.28439399447673,0.09656932982680537,0.093723546871555111
3.6814034824485402,0.14875423400111262,0.15054131805906024
8.816413840046895,0.098212202933200335,0.096344812866134846
1.7422099592909595,0.1778732920382109,0.17463170648867218
10.593432664516845,0.096225683881422414,0.096230897638360444
-0.33113858368661181,0.20145546662660144,0.19852646230758875
5.7994522215017126,0.11690798166169708,0.11259725701777766
11.711267917058558,0.09601995132535128,0.093461468498785324
2.4681131533753664,0.16630339074901149,0.16881866252686192
3.9059485623802468,0.14510046282332587,0.14353151365712211
7.8092859362757396,0.10213489896378961,0.10029379327375976
3.4093170763411029,0.15325979805409795,0.15480899447493701
5.3743055634006396,0.12270690671117986,0.12815997940541368
-1.1418086466173354,0.20553921541096112,0.21295846834540888
-0.97483630120745657,0.20468449539118128,0.20828276492827716
9.1399912611787251,0.097848577032887477,0.10697453152352072
9.131110852044781,0.097858545203751909,0.097538947854306557
1.933830407315152,0.17463541129607119,0.17288207957847646
2.3570744752949371,0.16795338451358799,0.16416246304199911
7.7656756047098066,0.10245353500038595,0.097964632157277493
10.849260817406734,0.096045322932454727,0.094366885801823716
6.5158439495011846,0.11162181596068739,0.10806986539951798
2.9983012290005076,0.15897785182795704,0.15636031902245637
6.7314077890893751,0.11003557508565105,0.1064941985396122
7.9625139139737957,0.10101604777221276,0.098123515367107242
3.9468292863920542,0.14444162469807029,0.14623428503209387
8.0421719654573351,0.10043482753264033,0.10014719209831724
10.561836285537643,0.096260783438472428,0.095511688901594172
1.700710603090539,0.17859251588615146,0.17919533374753863
1.3020909612933229,0.18583467897310801,0.18611191208235925
5.2270791654206095,0.12483217642599156,0.12497617974888578
9.3243566672835776,0.097641773122153858,0.10138182906039628
10.44536264059046,0.096390239857573806,0.093584585613383509
9.2396896296686855,0.097736710499923718,0.094467253345460939
5.4029259527300129,0.1222969115264889,0.12494640674909259
3.6498675451598164,0.14927208748319426,0.14952012235546283
0.11733432851447444,0.19926673898980982,0.19415770962209689
9.3915760061525173,0.097566441233960327,0.095153674965134605
4.4313211703311222,0.13678540194780586,0.13979869520120464
-0.4492576212228086,0.2020402183566482,0.19972654318373276
9.3416191173360321,0.097622423815704865,0.097956507081108035
-1.0108150222914747,0.20486806611438702,0.20748994246682237
7.6246237209219316,0.1034847205546934,0.10154667626230428
0.11556161816158791,0.19927529143936751,0.19805823413442519
4.3372807070784969,0.13824938291125782,0.13412349666837187
7.1820673176384044,0.10672597859188682,0.11598751139368542
6.8888516187643587,0.10887830338273796,0.10684198981738263
12.308527356316697,0.096002379299383878,0.10346690914780064
2.4709015545143025,0.16626249026442047,0.16867293790398832
2.4045176621851065,0.16724329792954895,0.16433342161721914
4.9360947381703992,0.12911223805893993,0.12701031133547303
11.47897969131199,0.096026787095149432,0.10365719086757907
4.7148769867265772,0.13243643183547787,0.13853901536366395
2.9786394858842122,0.15923387386487536,0.1614820869575273
11.1364459860718,0.096036868794821859,0.095923809646839497
4.1504856732482667,0.14118902470308722,0.14521358702623127
6.3551769881153044,0.11280541560669666,0.11222836221273491
3.7602206136630176,0.14746502094041739,0.14651800269742007
11.551760389277101,0.096024645211195303,0.092636292255526706
10.851348303716772,0.096045261476251129,0.095591283650957481
3.6881154177493567,0.14864416561583726,0.14680029961910912
3.0189696198979874,0.15870996986015587,0.1684152773129845
10.305187210127514,0.096546184093763421,0.094102039068608256
11.367241592102493,0.096030075638262047,0.10203345096958094
0.12815002549226223,0.19921457587964664,0.21764934791818377
8.7261681775841851,0.098313769947438928,0.099777202131174192
3.4783805548416513,0.15210813525229933,0.15543822797341583
2.1570657205375485,0.17103213790736829,0.18176292537141053
1.1432994190267103,0.18889062379894314,0.20879707226476213
11.461054783235113,0.096027314625849958,0.095040125998828537
4.7344518146276506,0.13213984774844495,0.12725865932238453
-0.89639165648831332,0.20428539735461429,0.21913429188118305
10.936319888271129,0.096042759949308817,0.095244441913915887
-0.0047936003438369861,0.1998578109840364,0.2040272319642531
10.970091630362592,0.096041765756892161,0.093443123137299411
2.7391614119451,0.16244704229074924,0.15928113307770098
5.2747441769512466,0.12414114451749991,0.12147974825888441
5.1555310597185589,0.12587478672881161,0.12364583742783918
1.5036987531340444,0.18209574791171906,0.1888288010486
10.391169292453796,0.096450510923113672,0.09683916578699571
0.62666591235333968,0.19684243774803539,0.19818122449329945
-1.0375748874463635,0.20500481446748009,0.21556649542062131
11.758453732412072,0.096018562852019609,0.10364332616612085
6.3269098568396096,0.11301377001138267,0.11023282942611033
3.7277614862739719,0.14799508032843423,0.14897092072163629
12.788493267987111,0.095988262463421847,0.096718550839653417
7.0028586416383405,0.10804099137292966,0.10906922997575241
1.882994439493626,0.1754811942501471,0.17300718299465886
5.9483883579735108,0.1158071645062384,0.11570398376454577
8.2176632411876582,0.099157867759375171,0.10044519325801465
4.2585653117315969,0.13948302279385766,0.13602353528536865
5.6923627384804503,0.11820841230906093,0.11900895582899984
6.0690560769760546,0.11491599093088388,0.11089863041476006
10.388368095133801,0.09645362691094872,0.093147002963844594
4.4883176265731883,0.13590333807567206,0.13370126816766795
11.256266716092856,0.096033341923642171,0.09513592607967114
11.5049113542157,0.096026023934776467,0.096944953166509862
2.622641276431259,0.16407556137628673,0.16940065910229804
0.9022423288682353,0.193718197120687,0.21059973201136917
5.2733492668133124,0.12416132711644803,0.12723033734504469
-0.8096398375719901,0.20384585436150937,0.20742552530485681
0.22318745056372497,0.19875749491459152,0.19205865202190681
7.290842229612946,0.10592849942243893,0.10557866106860772
6.6258223843728024,0.11081227801614356,0.10831958962180691
11.296920535753287,0.0960321453500846,0.092796095635332851
4.4514005611051903,0.13647420660742057,0.13441959764049932
8.9098703504702126,0.098107092124476825,0.094566959644900805
10.424144318407849,0.096413834985463936,0.095088739980202563
7.7793539484433669,0.10235358562645558,0.10162973057842867
9.583877432203181,0.097351133224084951,0.095917141933327454
1.6718568453777565,0.17909639417675854,0.17393735925126494
12.780194687022556,0.095988506510173363,0.093980075223579582
5.7336328099701062,0.11763401784736555,0.11859637881098462
8.1971245643950681,0.099306738352688301,0.10147350139057343
4.5254586001548329,0.13533068446842217,0.13546396497302954
8.4683037541781108,0.098604349338726999,0.10202547645703702
7.0828314684792337,0.10745398342344264,0.10796625598178261
4.0446688402117008,0.14287286598887522,0.13621494561581016
12.147935859993593,0.096007103495755405,0.092019140791492149
9.728542065744989,0.097189358076294641,0.098552585511410509
8.8418747522449106,0.098183559929789804,0.0982290796147368
11.957608226345508,0.096012703007755246,0.094202742460396893
12.115709852699835,0.096008051555032045,0.093273736186234135
10.695328039574186,0.096112545476300271,0.092756308512871422
1.7419352648237767,0.17787803153260007,0.16919134866869837
5.3988192524532312,0.12235567808039667,0.12042916843927974
6.3570420790305091,0.11279166941826618,0.11019081105977245
3.2977798371302587,0.15513111637660854,0.15408029933417755
8.3815579503375588,0.098702222472676626,0.096945353317006933
-0.82929562088547837,0.20394527671353921,0.20417381190236533
-0.85514115779646926,0.20407615678458357,0.22095084088847947
5.6210871797512665,0.11920546403946215,0.11803769153704467
6.9236549501022386,0.10862263320756405,0.11418466365953424
6.0125919815557882,0.11533291946443786,0.10979087312703631
-1.105363389677696,0.20535204632018589,0.21103484320593863
12.772697142575495,0.095988727000825377,0.094112592259541897
7.5701610286720351,0.1038831237469181,0.10340771795915332
8.8683167419828077,0.09815381881714659,0.10155553575496448
11.14383981599528,0.096036651153770677,0.09164695234493915
7.4157666977103736,0.10501327569409069,0.10624696182828729
-0.38893628870553432,0.20174116269939907,0.20307163000764966
5.3215794781504764,0.1234649097409341,0.1178886638148906
2.8187816326801456,0.16135904092694994,0.16061882967519669
8.3026686294371537,0.09879128473026666,0.10666067555922261
7.1938118214236582,0.10663984871594728,0.10513267318054952
11.772975346410126,0.096018135551496478,0.096041390594436324
2.8394994042822503,0.16107918557659176,0.16018310833074811
8.6540258374363113,0.098395010278611,0.10235896386864379
4.8228837124614152,0.13080587922520956,0.1307214695710352
10.161586645268278,0.096706102204335176,0.094310660145364544
1.2707392274794009,0.18643025774567501,0.1762033154490483
3.5110363239110129,0.15156547667904624,0.14780545981246693
7.1462081350874742,0.10698899476044135,0.10667428369883701
-1.0886715848010426,0.20526643710328082,0.20019613051688279
0.22961569998718587,0.19872666104213166,0.20590538706942768
-0.72805793823084219,0.20343424270193125,0.21335501322248859
1.8054487851094418,0.17678968644594184,0.18200385917820783
5.8710051310168749,0.11637899946739697,0.11663049721300578
0.29637634975062843,0.19840705467879138,0.20043412380215866
2.4967132476427327,0.16588511382427054,0.17007938450854651
2.9618533041684794,0.15945337215726135,0.15309873953036085
9.4957556340731628,0.097449760641179273,0.097661488083608416
6.218088058531734,0.11381621005566325,0.11068096960098757
11.863290752595528,0.096015478086460784,0.094915716949660681
2.5729321492831523,0.16478365174870568,0.17332077574155211
-1.5800770169028313,0.20781682079497729,0.20798673531739009
6.3250387963205412,0.11302756265284866,0.10924671435046576
9.4401919931726184,0.097511980680098032,0.092951227994344174
-0.23733106034342993,0.20099353424329452,0.20183409147311868
2.3481504495220236,0.16808780748164642,0.16766344251075474
8.0082546227931264,0.10068226704836168,0.097117927745025659
3.4354448772697186,0.15282346898281135,0.14703818662414411
11.646774902767142,0.09602184913392392,0.097799011849670103
4.5487545742966642,0.13497235816436662,0.13443001562600362
1.9811257909950803,0.17385701139522369,0.17239422876200944
-0.31727290829300053,0.20138705132481888,0.1993191251232338
9.9471471654859993,0.096945217176631918,0.095029699578485616
11.255134678123165,0.096033375243576649,0.096371536195150667
3.5058089096621492,0.15165226162129775,0.14898382022181544
-0.26276036311975326,0.20111853970042404,0.20759578961689368
1.3067896388650637,0.18574574899363216,0.1853735242494248
5.0125834116035026,0.12797696190449456,0.13084328409878795
4.138857495534328,0.14137340703209167,0.13926550655824424
4.8146204928276193,0.13093011842002553,0.12942295485188957
4.77029724450649,0.13159796710576699,0.13122832707826346
3.8082123411164237,0.1466835660098362,0.14105343206128382
3.4656998535386951,0.15231918502690639,0.15160046615068604
4.1379623381730877,0.14138760781609869,0.13768314366745715
6.703012840075897,0.11024440474255336,0.10769494774225082
9.4470189904601582,0.097504334478742682,0.096656001097906563
8.8668784133227252,0.098155436457399992,0.098964961736009549
3.1110669811989191,0.15753169560455499,0.15202389775822842
-1.4075411308900467,0.20691424608958778,0.20750496287909317
9.5578690669481148,0.097380235702993687,0.09359840078487619
0.66008997111036705,0.19668564003109004,0.19479304654658713
6.8011999876180464,0.10952244136887448,0.10692785063618482
5.5642368607080579,0.12000530261758172,0.11956872746067056
3.5102535380863813,0.15157847041362743,0.14859666130772048
12.438385634583124,0.095998559509384004,0.0962730959923883
11.951160725861612,0.096012892706205666,0.093080345415342269
3.0558850871544068,0.15823467456724119,0.15664308917680755
12.663038767323455,0.095991951982822676,0.093248097136456598
5.8872782580520688,0.11625872517632381,0.11368782756224999
0.47547317857133298,0.19755523078279449,0.19153313832273422
-0.36966588599797351,0.20164581629343703,0.19304776022572367
3.5020930281716147,0.15171397124612229,0.1460696753281242
6.3662284638217157,0.11272396566665131,0.10950766928338461
1.8791095769151673,0.17554621869255843,0.17888272608261221
1.420300600425429,0.18362338431230391,0.17867529369780671
-0.30531212904414401,0.20132807332193128,0.19943961584503109
2.9693517622465282,0.15935521640968442,0.16241346690758915
-0.46145188461812292,0.20210078404112594,0.20932330374859853
11.719097101587892,0.096019720943948811,0.094653325432028285
9.1428006504954737,0.0978454236545475,0.095944938028249618
5.4163402054660681,0.12210510196415668,0.12092171074878266
10.970264202589501,0.096041760676656956,0.098668954564331446
9.3225811281013709,0.097643763442993511,0.094167098060551707
0.64591578069567546,0.19675209905891453,0.19447345851911899
6.2517887442751494,0.11356764981473372,0.10893900662979011
-1.1246545260865559,0.20545107591572012,0.20391014388502052
1.852233265732635,0.17599759425650019,0.19272117218895435
5.6715156673595137,0.11849937475928451,0.11550121521071549
12.651647563410799,0.095992287002213073,0.10097122374296089
9.8236117711139173,0.097083135729250064,0.10175376079477245
12.154037357437719,0.096006923997291951,0.09499765372903568
7.7372907816837255,0.1026609739777396,0.1000475687123918
5.8438273153437148,0.11657989567391658,0.11622680956271679
2.9069080206786646,0.16017780985181754,0.15952294157776814
7.6569687025113007,0.10324817603473189,0.1051168692961858
6.4710275091914582,0.11195185596865583,0.10934668592046777
0.15050510871464565,0.19910685343095383,0.19551550128532069
1.9649616159528831,0.17412213009080327,0.1861072768217325
11.111353979186509,0.096037607397236005,0.095286067360422444
3.2060987030238914,0.15634182852081996,0.16333231557561007
6.2254737636478685,0.11376173237911669,0.11804168453547231
2.8884761880579441,0.16042288910287672,0.15922396574128417
10.938751130031882,0.096042688376352825,0.095545770206151959
1.3480684755454657,0.18496816544614791,0.18994406765821112
3.2378818499734363,0.15594966309270294,0.16325179829878855
11.277368472843641,0.09603272082719555,0.091440969406849065
10.598656392980345,0.096219881753068337,0.1052274568881859
4.8614665413119917,0.13022689603197188,0.1289445089145142
8.542609655454827,0.098520560702236304,0.09934961547219498
5.8446442617863461,0.11657385640486523,0.11247864459270916
-0.76932511083105604,0.20364224119746246,0.21054557683351993
5.3754479825023491,0.12269052156304083,0.12381790575035148
1.9294655089245454,0.17470766089916456,0.1848754719131428
-1.703547810308264,0.20846749163310607,0.21798692232175632
11.356326724432806,0.096030396882772581,0.10097417339150816
4.7262828710975651,0.1322635604744567,0.13371153176853143
10.799107412146697,0.096046799484923229,0.095133878694072554
9.8226923785145246,0.097084162627065471,0.096825398887846664
6.5802996961079492,0.11114730083394023,0.12003878890174756
-0.30638562745561193,0.20133336524178624,0.19792094505148644
9.4992122513766297,0.097445890753699665,0.097085922487335885
0.20305093923008299,0.19885414991670852,0.20431170500597556
6.702313039118704,0.1102495518510726,0.10910510730923551
-0.72216570728286555,0.20340457919435859,0.20105261731798288
11.120610517790764,0.096037334922728909,0.093057656685911316
6.9028539873079353,0.10877543357875248,0.11128211751505826
1.7231576243404201,0.17820268519539226,0.17893258936812734
10.217314822650279,0.096644021897140886,0.095527661998018057
7.4839309586157894,0.10451418646712135,0.10271716631887258
11.338470688535292,0.096030922422805018,0.095418949381644247
5.6579275016223773,0.11868931883487557,0.12217531842663386
1.2834498374971994,0.18618833761110803,0.19703173714664554
4.7870315388176206,0.13134553501890917,0.13306442858166598
10.55406084732933,0.09626942218576276,0.098904068207436371
3.3213814783913205,0.15473397191371246,0.15766049511408342
1.3394589392087335,0.18512980057784592,0.20364923532306275
9.4825814710033018,0.097464510781388874,0.098187486305647012
5.1848173161718458,0.12544724997316423,0.13535511523801119
-0.83272753034585245,0.20396264593271099,0.19810232846504167
2.1717540744985948,0.17080128935668368,0.17118309124022513
10.913386756408043,0.096043435079093076,0.097459600590888359
3.9427812070919046,0.14450677592193922,0.15219516917650425
4.1643591250735277,0.14096925208106828,0.13786587872390577
11.350215016693371,0.096030576762365663,0.096853578579754629
5.2582713439043731,0.12437964107051638,0.11757077760076813
4.1247541410792845,0.14159725423082828,0.13711603917743606
8.9657493575900453,0.098044278769851487,0.093778637420216054
5.5682999233966308,0.11994800384499048,0.1186427812976722
1.3285014760261085,0.18533593136933113,0.18215746659833623
10.152701463982371,0.096716002460889114,0.09929296217659396
6.7002988638212013,0.11026436643894866,0.1096530001382718
5.4017775406496584,0.12231334308247387,0.12326180528471581
1.1895370928660047,0.18799062744857237,0.18374127881828151
1.4239888644822123,0.18355525906136513,0.18449859472594143
12.397890180152816,0.095999750655896901,0.093400490516330606
12.323091214733727,0.096001950888585735,0.096956142620678934
4.3847832050945295,0.13750854340645996,0.13351324909219869
2.2996899274337399,0.16882253379777226,0.16686155656001089
12.136514672464337,0.096007439494541214,0.098385301796326347
2.9904900391490483,0.15907942502458131,0.16011077768311294
5.9199397007399828,0.11601735991793378,0.11533410015257933
6.9584832421914999,0.10836683325692718,0.11100811127859556
3.505028345730425,0.15166522313421743,0.1511962212303305
0.54602931378091768,0.19722187776991512,0.19082210641203709
9.893941634504694,0.097004602331152878,0.092707493135824909
5.205163415749638,0.12515085692990033,0.12773076907321548
6.4218956674590482,0.112313776459565,0.11192523232498859
3.0254962411375552,0.15862564345552052,0.15759953919103156
10.742104243381199,0.096060635827783014,0.094871118021515266
2.0638706272108536,0.17251465953729783,0.16737481052073525
-1.3729790341746519,0.20673437333514399,0.22850936522649642
9.0445903171691526,0.097955697132982342,0.096832797466953557
3.2205059789013957,0.15616370410554969,0.16218068654403306
3.0580408985520733,0.15820704280728681,0.15805606166109828
10.278541247758429,0.096575845371234426,0.096672686876578845
8.2098798691870414,0.099214263647160919,0.098970912770734568
-0.93551486174086684,0.20448424650329838,0.20262133391229697
1.9769595480727726,0.17392525377725782,0.18891864905639091
0.25251842973521721,0.19861689047270109,0.19315694062565131
12.21325156381041,0.09600518202107014,0.10290897812741502
0.73356502331066997,0.19634194679988803,0.19023202759421629
-0.32708744102768855,0.20143547276112078,0.22112303483818094
7.4214561915359321,0.10497160997551661,0.10397893517487233
3.4380099554519887,0.15278067442228477,0.15001745549554024
12.46651085288584,0.095997732241037248,0.093070174753167326
-0.69230694118003577,0.20325439441644619,0.20662414199283508
3.9969155180894691,0.14363712372653095,0.1385470460196277
-0.16961400306482333,0.20066142848729887,0.20020253664154031
9.6529815618908028,0.097273834585557786,0.097544357537900458
-0.27872995796633482,0.20119712476575713,0.19091600418343224
11.064286999068385,0.096038992877887655,0.099620528170248634
4.6364275097051406,0.13362977426055186,0.13072524107242103
1.8914617743332587,0.17533966112563704,0.17550941464689931
10.78525470171485,0.096047207326051598,0.096747099099927888
7.2730880197246455,0.1060586275540457,0.10442515196414848
11.432860523841496,0.096028144394698534,0.09442889670117148
1.5026320128474353,0.18211511910002959,0.1793655230165328
7.0648621169783521,0.10758585538883503,0.11246848289727591
12.781445170329205,0.095988469735573678,0.10002251988603927
0.70419606781130639,0.19647916230647611,0.19385059108071415
8.1290966375650822,0.099801063384461652,0.10371062770203404
-0.67840615680788807,0.2031845522865755,0.20498061051795077
6.8079505996984535,0.10947282015627349,0.10399262710047762
6.7579442863416457,0.10984044536034775,0.10800938985968632
4.1748546359101582,0.14080314352962264,0.1454421845761486
0.258412173189772,0.19858866383619456,0.20518889834680099
1.8035791091515843,0.17682150992621865,0.17902149361392028
10.912441555713118,0.096043462905098062,0.096863584878981265
8.394853622030185,0.098687217307294156,0.098984808914754585
11.478627838279584,0.09602679745014589,0.098008043643198275
8.8132322511589347,0.098215782526138662,0.095734593876694432
-0.9433067729286847,0.20452389643759369,0.21654997339777379
-0.67371239077245826,0.20316098023579066,0.21392709764960258
8.3631622183505847,0.098722985822136247,0.10183088772912437
8.4333916201555823,0.098643732439773216,0.097084537949516658
9.2943952244017183,0.097675362330457913,0.099289564430781033
4.4247876749001254,0.13688676543505043,0.1381571932041003
8.453692695776251,0.098620830327804221,0.1025899966854676
5.9105253228524459,0.11608692661366685,0.11657727693142438
8.0364082326682116,0.10047687227769549,0.096763200358190984
3.2324703912081687,0.15601623109325202,0.1536823271981696
-0.3549176880426233,0.2015729072058966,0.20874191270182149
1.2411632644355737,0.1869956094509353,0.18691497440409871
6.3400725815382328,0.11291674445844835,0.11010072989192315
0.41457589101480302,0.19784396096924672,0.21270238347508066
5.2063277477095022,0.12513391109447336,0.12450974410674145
5.510237876507742,0.12076878448936273,0.1251600225470384
-0.62999713422626658,0.20294170858994298,0.2011822774053077
6.688340962021317,0.11035232242313148,0.10792846675240603
-0.319463155741323,0.20139785516323722,0.20000983365122341
10.531029137552778,0.096295013951856231,0.099737582765556235
6.5788966913432736,0.11115762764490356,0.10888786112069744
5.0417304708697399,0.12754626265677127,0.12358157319872164
11.283635075977168,0.096032536381178146,0.093542472028326829
10.877709849278316,0.096044485390899978,0.093654669242454872
-0.97205244241790223,0.20467030532855049,0.2018443658457727
8.0474000482607888,0.10039669154815878,0.10093968540618803
5.6630859282142501,0.11861718371505994,0.11567068878585596
12.551329692376907,0.095995237479719692,0.096120903256154688
11.601555302230194,0.096023179833005429,0.093618243522309852
3.2215903440516072,0.15615032148050012,0.15611865046839601
-0.49344445843575585,0.20225985892443288,0.2053176404423161
0.14583218354877048,0.19912936037749485,0.20520674605414757
1.7875708330437163,0.1770945164048647,0.17933959474657613
-0.27496492598399325,0.20117859167267582,0.21313617901112011
12.072120910965253,0.096009333928698162,0.094490379865573182
2.3279719090750248,0.16839276189344368,0.17539466279988936
4.0699623347681388,0.14246916058140985,0.15023853744308477
3.6959750034279568,0.14851534344129688,0.14920529258081849
2.172439157166862,0.1707905408659087,0.17167745437281134
4.8617664659955215,0.13022240250431716,0.12831547260787451
11.48831835910868,0.096026512259922578,0.093743593733354891
11.752931978448931,0.096018725331318736,0.095461328856941863
10.314579304130282,0.096535730527510299,0.094899006523627052
5.4934121633484834,0.12100742830179151,0.11773845935034813
9.5581529132102254,0.097379918059156967,0.099730149729148954
10.86504109170008,0.096044858358385804,0.096424898089462419
4.0304076566584284,0.14310082219028727,0.15174001091049752
1.7535126257980873,0.17767852405680531,0.17320045554215374
6.7320373220389023,0.11003094560882981,0.11316046852612667
11.029769914937292,0.096040008958554302,0.094418988849185537
5.940727743681129,0.11586376217456901,0.10976059505402935
3.1606318925840635,0.15690785371556279,0.15054034951037951
-0.36105000732071263,0.20160321634006109,0.19501097363251596
3.7303980337698341,0.14795197957401449,0.15744239527229889
8.6067004372760447,0.098448327004523384,0.10593142257606872
4.3856243943200139,0.13749544904169775,0.13747454676037146
2.099799963425018,0.17193944355370844,0.17246101050589444
6.9367834942922633,0.10852620297421499,0.10728527703086224
11.78553342080146,0.096017766031217866,0.096672028582977299
-0.95673338685844,0.20459225536832398,0.20212368989729901
2.6690819543590201,0.16342127250690364,0.15583482083236866
10.35682736300018,0.09648871644115635,0.096838993289239853
3.4516619487659863,0.15255303667774395,0.16648094509708294
8.4915502572126158,0.098578131329663407,0.099071323696636876
2.6626608643733531,0.16351132298240484,0.15618054444235618
1.9453214697442511,0.17444553909427268,0.18228688535604054
9.6838472529888797,0.097239321232129083,0.094177041078151363
4.2965813157867041,0.13888629556466081,0.14328519533809056
8.0201359523482569,0.10059558222531249,0.096150203140402526
1.4522487806463313,0.18303501540660358,0.1797848765856537
-0.51308788781681947,0.20235765740477679,0.20386007787172478
11.046291418983262,0.096039522611976791,0.097636848611922192
11.540462914314807,0.096024977682063486,0.0915953146225542
11.41507337615143,0.096028667884665464,0.094813098164697407
-0.8266986217993284,0.20393213503686627,0.20550053108248473
9.4491763959812509,0.097501918274193314,0.098740652988184768
4.3390466329825497,0.13822179295396123,0.13728661101863995
6.3738165972489078,0.11266804381698653,0.11211246539448685
9.5552921566627465,0.097383119475763752,0.096544426899081603
8.7163299747913712,0.098324846365404339,0.099941036588953577
0.14912405069771953,0.19911350466193378,0.18983952179079838
12.136345847170874,0.096007444461211552,0.10023342517979444
2.0967440883992521,0.17198818766958548,0.17130683837468935
2.4300010285688547,0.16686503369536973,0.16327042684924431
1.5513015091604745,0.18123575274417136,0.18038566859012015
9.5346704527673687,0.097406198776850528,0.10028348678179372
9.8481219968428793,0.097055762016875505,0.095922964244827158
8.6662401600527055,0.098381252605006186,0.095681427795710275
8.1734842391633808,0.099478305038205317,0.10587300209978545
12.486438498905537,0.095997146102033581,0.09237937273455063
6.5109882946055873,0.1116575700383329,0.10817603980987478
10.355608369143095,0.096490072749885858,0.098311454474130366
0.4094010652722877,0.19786853943090701,0.19525977257603808
6.7368396909830262,0.10999563038815144,0.10807933507902555
1.8059541988459336,0.17678108610239215,0.17351299898918837
8.4847448980910301,0.098585806133403633,0.098276455678107652
0.98985969671085683,0.19193719387811481,0.18368652694121115
11.42723252083049,0.096028310030756861,0.098883872119183508
-0.15406901140333396,0.20058535034765576,0.20682235863080189
3.3615101853980245,0.154060163115669,0.15137993241962966
7.0219888915615432,0.10790054774029881,0.10444341068130192
8.2558763377733957,0.098881347740341782,0.095823736038609678
2.3865199601794851,0.16751177121832261,0.16931483298888045
11.250175150473394,0.096033521220500184,0.09356883657826881
0.34189901589705657,0.19818976933372423,0.20017128649093807
-1.4717316008276704,0.207249136819005,0.20881820756534372
0.73514440126526159,0.19633457390241149,0.2113196274120461
-1.1486668297550533,0.20557447451941677,0.21540603105065792
9.1079707729372004,0.097884522717933256,0.096544647418808749
8.0744793982753738,0.1001991831857047,0.09609373209267634
7.6075068958358818,0.10360991824734603,0.10092245197041246
-0.063384622136136187,0.20014271871221287,0.20525060285670471
11.34489580402005,0.096030733317772163,0.097033810317848412
5.8109906711010586,0.11682266424284893,0.11308940273226245
-1.2639350200709671,0.20616889658812074,0.21374682263455497
4.06248906736948,0.14258836088534774,0.139843646183654
11.921297413418333,0.096013771353989794,0.094143016887719255
4.8307531673157644,0.13068763883152834,0.12976134669594974
0.36932135466337795,0.19805913234939307,0.19969964256371975
1.0258340591046544,0.19121464486765552,0.1945341045059904
18.22750625899705,0.096894424721385319,0.10927654927193525
-0.13876371106359156,0.20051050333526979,0.20090269970638289