File Info

Filename
cluster_986_params.csv
Full Path
s3://natera-rnd-pltf-dev-nextflow-scratch-01/work/40/ce00fc1898d0bb9fbc417e95d1a0d5/cluster_986_params.csv
Size
33.8 KB
Task
GERMLINE_CNV:ModelSingle (986)
Attempt

Content

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probe_id variable_name mean std q2.5 q97.5
171528 alpha 301.4697570800781 55.278621673583984 207.62120056152344 423.5003662109375
171528 beta 0.5431089997291565 0.0029767495580017567 0.5372940897941589 0.5489703416824341
171529 alpha 303.73614501953125 53.5832633972168 212.23985290527344 421.5567321777344
171529 beta 0.5387603640556335 0.0032539539970457554 0.532406747341156 0.5451699495315552
171530 alpha 284.40240478515625 59.415130615234375 185.66336059570312 417.4339294433594
171530 beta 0.48350855708122253 0.0031186880078166723 0.47742629051208496 0.4896479547023773
171531 alpha 436.5036926269531 99.8555679321289 273.31689453125 662.4549560546875
171531 beta 0.6015417575836182 0.002786487340927124 0.5960982441902161 0.6070219278335571
171532 alpha 401.38677978515625 89.15202331542969 254.86920166015625 602.4144287109375
171532 beta 0.5129479765892029 0.002596854232251644 0.5078818202018738 0.5180513262748718
171533 alpha 277.6365051269531 55.853477478027344 184.21148681640625 402.1669006347656
171533 beta 0.4738205671310425 0.0030780138913542032 0.4678131341934204 0.4798848628997803
171534 alpha 225.5904541015625 41.606693267822266 155.01617431640625 317.495361328125
171534 beta 0.3957751393318176 0.002729543251916766 0.3904547095298767 0.4011489748954773
171535 alpha 471.42376708984375 104.44789123535156 299.6882019042969 706.873046875
171535 beta 0.5294057726860046 0.002723455196246505 0.5240854024887085 0.5347660183906555
171536 alpha 383.81256103515625 72.75347900390625 260.9314270019531 544.9808959960938
171536 beta 0.541083812713623 0.0027072555385529995 0.5357993841171265 0.546406626701355
171537 alpha 477.5836486816406 115.40155792236328 291.042724609375 740.4522705078125
171537 beta 0.441959947347641 0.0028054097201675177 0.43648478388786316 0.4474857747554779
171538 alpha 248.56588745117188 39.648277282714844 179.91368103027344 334.89404296875
171538 beta 0.7648376226425171 0.004679388366639614 0.7557032704353333 0.7740533947944641
171539 alpha 242.1455841064453 36.380130767822266 178.67233276367188 320.923583984375
171539 beta 0.8766688704490662 0.004248383920639753 0.8683784008026123 0.8850176930427551
171540 alpha 143.8655548095703 18.44137191772461 111.1094741821289 183.26718139648438
171540 beta 0.8865315318107605 0.007020080927759409 0.8728489279747009 0.9003721475601196
171541 alpha 112.6476821899414 15.511009216308594 85.30757904052734 145.9821319580078
171541 beta 0.8034287691116333 0.006715080700814724 0.7903493642807007 0.8166675567626953
171542 alpha 110.0368881225586 15.511995315551758 82.76763153076172 143.43991088867188
171542 beta 0.5156667232513428 0.004144993145018816 0.507587194442749 0.5238410830497742
171543 alpha 107.9903793334961 16.5914249420166 79.12322998046875 143.99046325683594
171543 beta 0.42980635166168213 0.0037247587461024523 0.42255330085754395 0.4371510148048401
171544 alpha 260.0348815917969 41.17221450805664 188.67510986328125 349.61932373046875
171544 beta 0.8590134382247925 0.004527234472334385 0.8501738905906677 0.8679208755493164
171545 alpha 353.00048828125 53.963680267333984 259.0509948730469 470.0377197265625
171545 beta 0.9574781656265259 0.004958784207701683 0.9478006958961487 0.9672285318374634
171546 alpha 441.6920166015625 84.77268981933594 298.79339599609375 629.7353515625
171546 beta 0.868729829788208 0.0041777328588068485 0.860573947429657 0.8769428133964539
171547 alpha 350.12982177734375 65.51909637451172 239.2436065673828 495.0741882324219
171547 beta 0.6746667623519897 0.003855845658108592 0.6671355962753296 0.6822605729103088
171548 alpha 248.78929138183594 44.97264099121094 172.27264404296875 347.92266845703125
171548 beta 0.44985431432724 0.0030277410987764597 0.44394686818122864 0.4558197557926178
171549 alpha 209.765380859375 40.011878967285156 142.25213623046875 298.4613342285156
171549 beta 0.38526713848114014 0.002620190614834428 0.38015952706336975 0.39042529463768005
171550 alpha 157.86373901367188 23.74892234802246 116.43523406982422 209.2960968017578
171550 beta 0.6404686570167542 0.0048548574559390545 0.6310033798217773 0.6500385403633118
171551 alpha 119.14879608154297 14.768938064575195 92.82627868652344 150.62135314941406
171551 beta 0.7614374160766602 0.005693451967090368 0.7503339052200317 0.7726619839668274
171552 alpha 133.5880889892578 16.086082458496094 104.83654022216797 167.7918243408203
171552 beta 0.8732478618621826 0.006281124893575907 0.8609952926635742 0.8856288194656372
171553 alpha 168.6133575439453 22.590152740478516 128.6751708984375 217.05148315429688
171553 beta 0.7600691318511963 0.005294261034578085 0.7497408986091614 0.7705022096633911
171554 alpha 137.8409881591797 20.7611083984375 101.62976837158203 182.8074951171875
171554 beta 0.5676928162574768 0.004226636607199907 0.559453010559082 0.5760220289230347
171555 alpha 270.0541076660156 44.56528091430664 193.23709106445312 367.4024658203125
171555 beta 0.48101767897605896 0.0028428235091269016 0.47547128796577454 0.4866117537021637
171556 alpha 200.57876586914062 36.14646911621094 139.05072021484375 280.2314453125
171556 beta 0.40441304445266724 0.002820397261530161 0.39891254901885986 0.4099694490432739
171557 alpha 349.8299560546875 70.04420471191406 232.574951171875 505.9182434082031
171557 beta 0.5469838976860046 0.0031770409550517797 0.5407845973968506 0.5532355904579163
171558 alpha 399.1062927246094 88.07386779785156 254.185302734375 597.5526123046875
171558 beta 0.5480059385299683 0.0030916898977011442 0.5419754385948181 0.554085910320282
171559 alpha 370.874267578125 76.53926086425781 243.40603637695312 542.0111694335938
171559 beta 0.3849101662635803 0.002369888825342059 0.3802890181541443 0.3895726799964905
171560 alpha 284.05450439453125 68.45602416992188 173.33840942382812 439.9371032714844
171560 beta 0.33341965079307556 0.002202352276071906 0.32912197709083557 0.3377586901187897
171561 alpha 147.02919006347656 18.228775024414062 114.54095458984375 185.875244140625
171561 beta 0.7573944330215454 0.005371967796236277 0.7469227313995361 0.7679743766784668
171562 alpha 167.4195556640625 21.941640853881836 128.53640747070312 214.38287353515625
171562 beta 0.8203513622283936 0.005678948946297169 0.8092769980430603 0.8315373659133911
171563 alpha 161.67605590820312 22.110702514648438 122.67350769042969 209.1667938232422
171563 beta 0.7556282877922058 0.00500480504706502 0.7458673715591431 0.7654833793640137
171564 alpha 123.0749740600586 17.54286003112793 92.27485656738281 160.8870849609375
171564 beta 0.659160852432251 0.00492344843223691 0.6495583057403564 0.6688680052757263
171565 alpha 223.65042114257812 39.659061431884766 155.98158264160156 310.8997497558594
171565 beta 0.46479690074920654 0.003057535970583558 0.4588351845741272 0.47081565856933594
171566 alpha 172.40231323242188 31.65456199645996 118.67222595214844 242.29112243652344
171566 beta 0.3784346282482147 0.002907023299485445 0.372768372297287 0.38416433334350586
171567 alpha 171.34982299804688 27.04033851623535 124.46329498291016 230.16709899902344
171567 beta 0.7038471698760986 0.004414589609950781 0.6952318549156189 0.7125411629676819
171568 alpha 217.58172607421875 36.047210693359375 155.48040771484375 296.3531188964844
171568 beta 0.6751410961151123 0.003893603105098009 0.6675435900688171 0.6828023195266724
171569 alpha 253.8409423828125 51.933799743652344 167.22096252441406 369.848876953125
171569 beta 0.5565471053123474 0.003104396630078554 0.5504850149154663 0.562658429145813
171570 alpha 365.6094055175781 76.5682144165039 238.4195556640625 537.0946044921875
171570 beta 0.4716752767562866 0.0027541094459593296 0.46629804372787476 0.4770982563495636
171571 alpha 327.8969421386719 70.65852355957031 211.1217803955078 486.66375732421875
171571 beta 0.4221385717391968 0.0025328740011900663 0.41719844937324524 0.4271218180656433
171572 alpha 132.0441436767578 23.906980514526367 91.37842559814453 184.75099182128906
171572 beta 0.3295937776565552 0.0026905429549515247 0.3243507146835327 0.33489924669265747
171573 alpha 133.2416229248047 25.604692459106445 90.08927154541016 190.04576110839844
171573 beta 0.29953426122665405 0.002365115564316511 0.29492729902267456 0.30419427156448364
171574 alpha 227.96412658691406 39.1026725769043 160.923828125 313.7030944824219
171574 beta 0.5443552136421204 0.0032823686487972736 0.5379452109336853 0.5508215427398682
171575 alpha 276.32000732421875 47.28862380981445 195.21876525878906 379.9847717285156
171575 beta 0.5890088081359863 0.00355162238702178 0.5820829272270203 0.5959954857826233
171576 alpha 319.9060363769531 63.9684944152832 212.7982177734375 462.43438720703125
171576 beta 0.5163909196853638 0.0031993486918509007 0.510151743888855 0.5226863622665405
171577 alpha 219.2370147705078 37.11857223510742 155.4815216064453 300.52117919921875
171577 beta 0.5264812111854553 0.003341921605169773 0.5199567079544067 0.5330660939216614
171578 alpha 297.27081298828125 60.82352066040039 195.82505798339844 433.13714599609375
171578 beta 0.5374378561973572 0.003192487172782421 0.5312028527259827 0.543726921081543
171579 alpha 243.74610900878906 46.45882034301758 165.34530639648438 346.7252502441406
171579 beta 0.4807016849517822 0.002747299149632454 0.4753419756889343 0.48610591888427734
171580 alpha 186.17648315429688 35.052024841308594 126.91006469726562 263.770263671875
171580 beta 0.3772223889827728 0.0027628594543784857 0.37183353304862976 0.38266879320144653
171581 alpha 174.33717346191406 36.2067985534668 114.10474395751953 255.35079956054688
171581 beta 0.3290136456489563 0.002441686810925603 0.3242536187171936 0.33382514119148254
171582 alpha 270.8243408203125 46.11369323730469 191.68167114257812 371.8629150390625
171582 beta 0.6833276748657227 0.003982964903116226 0.6755512952804565 0.6911700367927551
171583 alpha 250.70578002929688 39.207576751708984 182.64273071289062 335.91729736328125
171583 beta 0.7360265254974365 0.004252335987985134 0.7277274131774902 0.7443954944610596
171584 alpha 249.5344696044922 41.733673095703125 177.72988891601562 340.8158264160156
171584 beta 0.6369189620018005 0.0036533710081130266 0.6297845840454102 0.6441129446029663
171585 alpha 231.73043823242188 36.96565246582031 167.72390747070312 312.21807861328125
171585 beta 0.5271480679512024 0.0034533366560935974 0.5204082727432251 0.5339522361755371
171586 alpha 125.7077865600586 14.780850410461426 99.22898864746094 157.08056640625
171586 beta 0.8954253792762756 0.006801538169384003 0.8821657299995422 0.9088318943977356
171587 alpha 79.2357406616211 9.587306022644043 62.10782241821289 99.62857055664062
171587 beta 1.0714484453201294 0.009084164164960384 1.0537596940994263 1.0893559455871582
171588 alpha 166.3555908203125 22.08177947998047 127.27725982666016 213.66766357421875
171588 beta 1.0765516757965088 0.007159403990954161 1.062586784362793 1.0906517505645752
171589 alpha 110.80350494384766 13.139690399169922 87.2836685180664 138.71046447753906
171589 beta 1.0317988395690918 0.008527611382305622 1.015186071395874 1.0486119985580444
171590 alpha 141.29367065429688 19.86822509765625 106.35635375976562 184.06809997558594
171590 beta 0.7525833249092102 0.00536308204755187 0.7421277761459351 0.7631474137306213
171591 alpha 381.57513427734375 76.578369140625 253.43191528320312 552.26806640625
171591 beta 0.4697878062725067 0.003008403116837144 0.46392035484313965 0.4757099747657776
171592 alpha 315.6031494140625 67.19725799560547 204.30723571777344 466.3843078613281
171592 beta 0.4205087423324585 0.002593136625364423 0.415447860956192 0.4256150722503662
171593 alpha 391.4770202636719 72.34638214111328 268.799072265625 551.3161010742188
171593 beta 0.46186134219169617 0.0023972915951162577 0.45718297362327576 0.4665749967098236
171594 alpha 388.223876953125 99.31986236572266 229.61154174804688 616.0806884765625
171594 beta 0.4180920124053955 0.0024111766833812 0.41338199377059937 0.4228416085243225
171595 alpha 417.1048278808594 88.00437927246094 271.11016845703125 614.3695068359375
171595 beta 0.5867975354194641 0.003190576797351241 0.5805641412734985 0.5930804014205933
171596 alpha 470.8854675292969 106.53833770751953 296.40679931640625 711.642333984375
171596 beta 0.5430529117584229 0.0026383339427411556 0.5378983616828918 0.5482438802719116
171597 alpha 366.3505554199219 66.16728210449219 253.75889587402344 512.1907348632812
171597 beta 0.6590198278427124 0.003583268728107214 0.6520264148712158 0.6660685539245605
171598 alpha 334.03076171875 68.9079818725586 219.263671875 488.09765625
171598 beta 0.5619858503341675 0.0027645754162222147 0.55659019947052 0.5674201250076294
171599 alpha 92.7403564453125 14.042411804199219 68.2637710571289 123.16938018798828
171599 beta 0.36856117844581604 0.003163434797897935 0.3624018728733063 0.3747975826263428
171600 alpha 76.21756744384766 10.74996566772461 57.320804595947266 99.36720275878906
171600 beta 0.364752858877182 0.004000362474471331 0.35697418451309204 0.3726561665534973
171601 alpha 204.35389709472656 25.981428146362305 158.16604614257812 259.82965087890625
171601 beta 0.7948022484779358 0.004831644706428051 0.78537517786026 0.8043128252029419
171602 alpha 295.47698974609375 46.59284210205078 214.67942810058594 396.81719970703125
171602 beta 0.8093820810317993 0.004374130163341761 0.8008450269699097 0.8179863691329956
171603 alpha 221.90911865234375 33.6813850402832 163.21836853027344 294.9103088378906
171603 beta 0.6724748611450195 0.004114299546927214 0.6644448041915894 0.6805764436721802
171604 alpha 236.02467346191406 38.8526611328125 169.03189086914062 320.8741455078125
171604 beta 0.5792970657348633 0.003893821034580469 0.5716978907585144 0.5869706869125366
171605 alpha 266.9991455078125 43.71589660644531 191.56588745117188 362.420166015625
171605 beta 0.5517309904098511 0.003181885229423642 0.5455197691917419 0.5579943656921387
171606 alpha 249.1283416748047 48.75972366333008 167.19569396972656 357.51611328125
171606 beta 0.45576733350753784 0.0030269070994108915 0.4498613774776459 0.461730420589447
171607 alpha 403.5692443847656 84.89894104003906 262.6529846191406 593.8094482421875
171607 beta 0.5590761303901672 0.0031244719866663218 0.5529768466949463 0.5652250051498413
171608 alpha 390.19708251953125 77.37733459472656 260.4579162597656 562.444580078125
171608 beta 0.5270712375640869 0.002611908596009016 0.521970272064209 0.5322089791297913
171609 alpha 231.6655731201172 41.88817596435547 160.39967346191406 324.0023498535156
171609 beta 0.45250651240348816 0.003194243647158146 0.44628000259399414 0.45879703760147095
171610 alpha 210.36880493164062 37.56600570678711 146.33743286132812 293.07220458984375
171610 beta 0.38617557287216187 0.002595729660242796 0.38111060857772827 0.39129018783569336
171611 alpha 423.16387939453125 82.54582214355469 284.383544921875 606.5877075195312
171611 beta 0.6192193627357483 0.0032282487954944372 0.6129190325737 0.6255674362182617
171612 alpha 344.6797180175781 67.39069366455078 231.4214630126953 494.46478271484375
171612 beta 0.5086374878883362 0.0029906281270086765 0.5028011798858643 0.5145238041877747
171613 alpha 293.6856384277344 68.57793426513672 182.06396484375 449.2460021972656
171613 beta 0.35867607593536377 0.0025469923857599497 0.3537089228630066 0.3636946976184845
171614 alpha 266.4183349609375 62.46516418457031 164.82867431640625 408.1827392578125
171614 beta 0.3126908540725708 0.0022099234629422426 0.3083840608596802 0.3170419931411743
171615 alpha 425.83111572265625 86.56563568115234 281.2906799316406 619.060546875
171615 beta 0.5724882483482361 0.0031994273886084557 0.566246747970581 0.5787804126739502
171616 alpha 402.7022705078125 81.23590087890625 266.8835754394531 583.880126953125
171616 beta 0.49733731150627136 0.002643505809828639 0.49218037724494934 0.502534031867981
171617 alpha 152.22781372070312 25.748180389404297 107.99624633789062 208.60702514648438
171617 beta 0.42396286129951477 0.003098288783803582 0.41792023181915283 0.4300698935985565
171618 alpha 122.50860595703125 18.579544067382812 90.1300048828125 162.7750244140625
171618 beta 0.3671444058418274 0.0028031503316015005 0.36168205738067627 0.3726676106452942
171619 alpha 183.71209716796875 26.38463020324707 137.4291534423828 240.6190185546875
171619 beta 0.6373616456985474 0.004033764824271202 0.6294956803321838 0.6453000903129578
171620 alpha 151.05197143554688 20.941919326782227 114.16743469238281 196.08387756347656
171620 beta 0.5805857181549072 0.004513624124228954 0.5717881917953491 0.5894829630851746
171621 alpha 199.91925048828125 38.68909454345703 134.78916931152344 285.8160095214844
171621 beta 0.507997453212738 0.0037821875885128975 0.5006232261657715 0.5154516696929932
171622 alpha 218.92330932617188 43.67384719848633 145.76797485351562 316.2081298828125
171622 beta 0.3660300672054291 0.0023811457213014364 0.36138564348220825 0.3707185387611389
171623 alpha 320.15081787109375 53.76749038696289 227.69480895996094 437.80047607421875
171623 beta 0.5482729077339172 0.0031901493202894926 0.542042076587677 0.5545565485954285
171624 alpha 388.42626953125 87.37478637695312 245.173583984375 585.7412109375
171624 beta 0.4792531430721283 0.0029274681583046913 0.47354450821876526 0.4850125014781952
171625 alpha 236.02264404296875 42.0704231262207 164.29412841796875 328.625732421875
171625 beta 0.5570433139801025 0.003408072516322136 0.550395131111145 0.5637507438659668
171626 alpha 232.1524658203125 40.0230712890625 163.58348083496094 319.95391845703125
171626 beta 0.4803590178489685 0.003241549711674452 0.4740358889102936 0.4867442846298218
171627 alpha 364.1532897949219 70.8890380859375 244.93112182617188 521.6399536132812
171627 beta 0.552621066570282 0.0027517827693372965 0.5472440719604492 0.5580370426177979
171628 alpha 373.1419677734375 75.32304382324219 247.22320556640625 541.144775390625
171628 beta 0.4813113510608673 0.0030142487958073616 0.47543230652809143 0.4872439503669739
171629 alpha 255.99365234375 41.1486701965332 184.81558227539062 345.653564453125
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171632 alpha 328.15643310546875 62.73020553588867 222.34625244140625 467.24530029296875
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171646 beta 0.48354554176330566 0.0031852470710873604 0.4773334264755249 0.4898172616958618
171647 alpha 231.82923889160156 41.29496383666992 161.41592407226562 322.7190246582031
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171650 alpha 199.08810424804688 43.64518737792969 127.18407440185547 297.3527526855469
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171653 alpha 192.4109649658203 38.98698043823242 127.27738189697266 279.4051208496094
171653 beta 0.2590842545032501 0.0020844717510044575 0.2550210654735565 0.2631951868534088
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171656 alpha 370.5594177246094 73.2696304321289 247.64842224121094 533.6106567382812
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171661 alpha 222.7227325439453 38.5511589050293 156.71324157714844 307.3286437988281
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171662 alpha 331.2676086425781 76.91751861572266 205.93182373046875 505.6261901855469
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171667 alpha 251.06431579589844 46.82865524291992 171.7700653076172 354.62567138671875
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171669 alpha 151.11297607421875 19.03776741027832 117.23754119873047 191.73348999023438
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171671 alpha 118.5009994506836 18.157411575317383 86.8985366821289 157.88941955566406
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171672 alpha 204.3675537109375 36.81964874267578 141.69113159179688 285.5014953613281
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171673 alpha 300.50830078125 49.90708541870117 214.55825805664062 409.5923767089844
171673 beta 0.5705645680427551 0.003468492068350315 0.5637928247451782 0.5773963332176208
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171675 alpha 172.06822204589844 24.571762084960938 128.9366455078125 225.03897094726562
171675 beta 0.6261430978775024 0.00419201236218214 0.6179634928703308 0.6344023942947388
171676 alpha 136.17709350585938 16.949188232421875 105.98117065429688 172.30714416503906
171676 beta 0.7959612607955933 0.005945247132331133 0.784369945526123 0.807678759098053
171677 alpha 78.38755798339844 9.041411399841309 62.16159439086914 97.5511703491211
171677 beta 0.9323622584342957 0.008492672815918922 0.9158328175544739 0.9491113424301147
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171678 beta 0.8667614459991455 0.006390532944351435 0.8542999029159546 0.8793569803237915
171679 alpha 142.86917114257812 19.086368560791016 109.11510467529297 183.78482055664062
171679 beta 0.7021034359931946 0.005371516104787588 0.6916345953941345 0.7126890420913696
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171681 alpha 259.2132263183594 47.207252502441406 178.98475646972656 363.35211181640625
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171683 alpha 330.5038146972656 71.56199645996094 212.33865356445312 491.38970947265625
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171686 alpha 274.0976257324219 66.9321517944336 166.14019775390625 426.7580261230469
171686 beta 0.3885651230812073 0.002601433778181672 0.3834889233112335 0.3936908543109894
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171690 beta 0.5787987112998962 0.004262734670192003 0.5704905986785889 0.587195873260498
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171692 beta 0.5492759346961975 0.0031046525109559298 0.5432126522064209 0.5553891658782959
171693 alpha 294.2917785644531 53.466835021972656 203.3921661376953 412.21002197265625
171693 beta 0.5224021673202515 0.002868932206183672 0.5168037414550781 0.5280453562736511
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171694 beta 0.4883635342121124 0.0030676957685500383 0.48237454891204834 0.4944073557853699
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171695 beta 0.4949566125869751 0.0035968641750514507 0.4879419803619385 0.5020455718040466
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171698 alpha 96.17511749267578 11.69420337677002 75.29315185546875 121.05876159667969
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171699 alpha 80.78831481933594 9.35124397277832 64.01171875 100.61376190185547
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171700 beta 1.2599986791610718 0.014752787537872791 1.2313235998153687 1.2891647815704346
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171704 beta 0.6954242587089539 0.006191782653331757 0.6833702325820923 0.7076349258422852
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171706 beta 0.7425832152366638 0.006394335068762302 0.7301280498504639 0.7551948428153992
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171714 alpha 357.1807861328125 62.3589973449707 250.53811645507812 494.1541442871094
171714 beta 0.5861200094223022 0.0029465206898748875 0.5803704857826233 0.5919114351272583
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171718 beta 0.4640291631221771 0.00292801670730114 0.4583139419555664 0.46979689598083496
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171720 beta 0.3103850781917572 0.0022984487004578114 0.3059026598930359 0.31491589546203613
171721 alpha 148.63929748535156 19.35991096496582 114.30885314941406 190.05618286132812
171721 beta 0.7898355722427368 0.00503580505028367 0.7800173759460449 0.7997447848320007
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171723 alpha 286.55413818359375 46.99675750732422 205.47816467285156 389.15301513671875
171723 beta 0.7691470980644226 0.004282043781131506 0.760790228843689 0.7775716781616211
393 rows