File Info

Filename
cluster_627_params.csv
Full Path
s3://natera-rnd-pltf-dev-nextflow-scratch-01/work/79/e45e037cb1d5d07a5c62249d4ee57c/cluster_627_params.csv
Size
21.8 KB
Task
GERMLINE_CNV:ModelSingle (627)
Attempt

Content

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probe_id variable_name mean std q2.5 q97.5
108906 alpha 85.85546875 10.465259552001953 67.17247009277344 108.12831115722656
108906 beta 1.1552190780639648 0.00937106367200613 1.136962890625 1.1736910343170166
108907 alpha 104.19241333007812 12.23598861694336 82.2701187133789 130.16123962402344
108907 beta 0.92950838804245 0.007728982716798782 0.9144548177719116 0.9447444081306458
108908 alpha 62.670379638671875 8.048526763916016 48.37713623046875 79.86933898925781
108908 beta 1.2433643341064453 0.012479058466851711 1.2190771102905273 1.268007755279541
108909 alpha 415.76983642578125 55.97113037109375 316.8677062988281 535.8311767578125
108909 beta 3.9460580348968506 0.013960892334580421 3.9188129901885986 3.9734432697296143
108910 alpha 359.2508239746094 46.38270568847656 276.92584228515625 458.40814208984375
108910 beta 4.6946492195129395 0.018194640055298805 4.6590256690979 4.730474472045898
108911 alpha 149.08001708984375 17.473651885986328 117.76814270019531 186.1596221923828
108911 beta 3.2070422172546387 0.02115466631948948 3.1658053398132324 3.2486753463745117
108912 alpha 372.46234130859375 43.164634704589844 295.03167724609375 463.983154296875
108912 beta 3.5234298706054688 0.014029638841748238 3.4959707260131836 3.5510480403900146
108913 alpha 322.24969482421875 39.834503173828125 251.23388671875 407.1186828613281
108913 beta 3.275351047515869 0.014169768430292606 3.2476484775543213 3.3032279014587402
108914 alpha 274.24420166015625 31.17361068725586 218.22438049316406 340.2483215332031
108914 beta 2.9198222160339355 0.012751798145473003 2.894871711730957 2.9449315071105957
108915 alpha 83.9551773071289 10.348138809204102 65.50147247314453 105.99744415283203
108915 beta 1.0575381517410278 0.010569953359663486 1.0369726419448853 1.0784038305282593
108916 alpha 90.60153198242188 11.360174179077148 70.37774658203125 114.83150482177734
108916 beta 0.9275219440460205 0.007915891706943512 0.9121030569076538 0.9431326985359192
108917 alpha 359.3277587890625 44.11849594116211 280.62176513671875 453.275390625
108917 beta 4.073491096496582 0.014064419083297253 4.045943260192871 4.101177215576172
108918 alpha 514.1122436523438 61.57129669189453 404.00439453125 644.9780883789062
108918 beta 4.505636692047119 0.017462100833654404 4.471560001373291 4.539905548095703
108919 alpha 464.6045837402344 57.901405334472656 361.463134765625 588.0435791015625
108919 beta 5.44770622253418 0.019816648215055466 5.408932209014893 5.486684322357178
108920 alpha 287.7283630371094 32.29995346069336 229.6187744140625 356.05657958984375
108920 beta 5.136888027191162 0.02222311682999134 5.093436241149902 5.180612564086914
108921 alpha 290.07037353515625 33.39335632324219 230.13088989257812 360.8392333984375
108921 beta 5.12589168548584 0.023545673117041588 5.079943656921387 5.172146797180176
108922 alpha 162.3523406982422 19.959087371826172 126.75040435791016 204.8581085205078
108922 beta 2.9065146446228027 0.016941426321864128 2.873433828353882 2.939875841140747
108923 alpha 172.9683380126953 19.67109489440918 137.6203155517578 214.6197509765625
108923 beta 2.903149127960205 0.017930788919329643 2.8681516647338867 2.9384613037109375
108924 alpha 95.31353759765625 12.315650939941406 73.45625305175781 121.64366149902344
108924 beta 2.1983323097229004 0.018041498959064484 2.163184404373169 2.233900785446167
108925 alpha 119.77094268798828 14.403595924377441 94.0233154296875 150.39434814453125
108925 beta 5.714664936065674 0.043318092823028564 5.630208969116211 5.800054550170898
108926 alpha 126.68865203857422 13.160058975219727 102.85466766357422 154.37973022460938
108926 beta 6.616114616394043 0.04845786839723587 6.521591663360596 6.711647033691406
108927 alpha 123.06036376953125 13.073539733886719 99.4273452758789 150.61093139648438
108927 beta 7.861469745635986 0.05408216267824173 7.755995750427246 7.968001842498779
108928 alpha 124.85763549804688 14.513856887817383 98.82936096191406 155.6378173828125
108928 beta 8.232483863830566 0.06129321828484535 8.112951278686523 8.353315353393555
108929 alpha 106.66773986816406 10.889885902404785 86.91735076904297 129.5558319091797
108929 beta 9.27856731414795 0.06658522039651871 9.148706436157227 9.409786224365234
108930 alpha 97.83341979980469 10.012735366821289 79.67747497558594 118.88133239746094
108930 beta 10.007219314575195 0.07663921266794205 9.857840538024902 10.1582670211792
108931 alpha 112.61073303222656 12.0818510055542 90.78861999511719 138.08853149414062
108931 beta 10.474849700927734 0.07857309281826019 10.321670532226562 10.6297025680542
108932 alpha 125.81021118164062 14.625425338745117 99.58197784423828 156.82716369628906
108932 beta 11.003654479980469 0.07337471097707748 10.860496520996094 11.148204803466797
108933 alpha 139.34536743164062 13.782369613647461 114.28590393066406 168.25363159179688
108933 beta 11.16317081451416 0.06926979124546051 11.027933120727539 11.299631118774414
108934 alpha 132.5709991455078 13.942182540893555 107.3463134765625 161.9320526123047
108934 beta 11.137344360351562 0.07346545159816742 10.994095802307129 11.281970024108887
108935 alpha 137.7301483154297 15.040574073791504 110.60528564453125 169.48587036132812
108935 beta 11.11696720123291 0.07462550699710846 10.971511840820312 11.263846397399902
108936 alpha 153.64996337890625 18.964780807495117 119.8349838256836 194.0505828857422
108936 beta 10.896064758300781 0.06957253068685532 10.760265350341797 11.033126831054688
108937 alpha 149.62619018554688 14.775763511657715 122.75712585449219 180.61500549316406
108937 beta 10.56033992767334 0.06593360751867294 10.431723594665527 10.69012451171875
108938 alpha 129.62652587890625 14.200699806213379 104.02352905273438 159.61557006835938
108938 beta 10.038006782531738 0.06502402573823929 9.911152839660645 10.166058540344238
108939 alpha 123.58943939208984 12.196246147155762 101.41004180908203 149.16705322265625
108939 beta 9.211021423339844 0.06336626410484314 9.087489128112793 9.335792541503906
108940 alpha 119.69466400146484 12.230443954467773 97.51448059082031 145.4017791748047
108940 beta 8.747856140136719 0.0632832795381546 8.624539375305176 8.87247371673584
108941 alpha 134.59950256347656 14.539588928222656 108.35350036621094 165.27435302734375
108941 beta 8.313078880310059 0.05292445421218872 8.209772109985352 8.417344093322754
108942 alpha 134.67686462402344 15.3395414352417 107.11622619628906 167.16014099121094
108942 beta 7.874332427978516 0.05086309835314751 7.775058269500732 7.974539279937744
108943 alpha 130.877197265625 14.550399780273438 104.67764282226562 161.6363525390625
108943 beta 7.287205219268799 0.0495600700378418 7.190505027770996 7.384864330291748
108944 alpha 352.57586669921875 44.424137115478516 273.529296875 447.36376953125
108944 beta 4.156881809234619 0.01837996393442154 4.121018409729004 4.1929755210876465
108945 alpha 306.98504638671875 39.071746826171875 237.53387451171875 390.4183654785156
108945 beta 4.751385688781738 0.019822195172309875 4.712602615356445 4.790404319763184
108946 alpha 322.000244140625 39.35789489746094 251.75579833984375 405.7817687988281
108946 beta 4.8628315925598145 0.01906949281692505 4.825584411621094 4.900291919708252
108947 alpha 303.23760986328125 41.06962203979492 230.7146453857422 391.3782958984375
108947 beta 4.697253227233887 0.020321175456047058 4.6575469970703125 4.737208366394043
108948 alpha 294.46710205078125 33.83297348022461 233.7276153564453 366.15740966796875
108948 beta 4.623800277709961 0.02117924392223358 4.582398891448975 4.665478229522705
108949 alpha 364.69390869140625 44.16322708129883 285.80157470703125 458.637939453125
108949 beta 3.6774256229400635 0.015446490608155727 3.647265672683716 3.7077696323394775
108950 alpha 370.18798828125 46.08778381347656 288.082275390625 468.43389892578125
108950 beta 3.700226306915283 0.015170255675911903 3.6705801486968994 3.730048656463623
108951 alpha 255.95497131347656 31.043014526367188 200.5085906982422 321.9973449707031
108951 beta 3.895500898361206 0.018685167655348778 3.8590238094329834 3.932232618331909
108952 alpha 238.2394256591797 27.504955291748047 188.88241577148438 296.5413818359375
108952 beta 3.7595815658569336 0.018720878288149834 3.723050594329834 3.796376943588257
108953 alpha 163.95565795898438 16.830148696899414 133.44515991210938 199.34153747558594
108953 beta 6.970139503479004 0.042508307844400406 6.887189865112305 7.053825855255127
108954 alpha 184.3033905029297 20.4094181060791 147.54116821289062 227.43655395507812
108954 beta 7.938222408294678 0.047234196215867996 7.846044063568115 8.031200408935547
108955 alpha 166.75396728515625 17.76296615600586 134.65110778808594 204.19366455078125
108955 beta 8.078852653503418 0.046172142028808594 7.988667011260986 8.169787406921387
108956 alpha 185.3470458984375 21.673263549804688 146.50088500976562 231.3304443359375
108956 beta 8.790473937988281 0.04931389540433884 8.694282531738281 8.887450218200684
108957 alpha 176.9231414794922 19.630863189697266 141.56942749023438 218.4165496826172
108957 beta 8.789159774780273 0.043448954820632935 8.704354286193848 8.874576568603516
108958 alpha 191.80966186523438 21.069822311401367 153.83096313476562 236.31329345703125
108958 beta 9.429254531860352 0.05188589170575142 9.328014373779297 9.531307220458984
108959 alpha 204.05807495117188 24.218324661254883 160.71112060546875 255.49769592285156
108959 beta 9.726155281066895 0.04877951368689537 9.63089370727539 9.822110176086426
108960 alpha 196.49542236328125 22.028528213500977 156.8600616455078 243.0907745361328
108960 beta 9.732141494750977 0.053552571684122086 9.627679824829102 9.837442398071289
108961 alpha 151.04173278808594 15.930523872375488 122.2266616821289 184.59661865234375
108961 beta 9.464715957641602 0.05762922763824463 9.352270126342773 9.578157424926758
108962 alpha 158.824462890625 17.467147827148438 127.34288024902344 195.72152709960938
108962 beta 9.430444717407227 0.053896740078926086 9.325199127197266 9.5365629196167
108963 alpha 138.28634643554688 13.855226516723633 113.11991119384766 167.37149047851562
108963 beta 9.098891258239746 0.060347139835357666 8.981216430664062 9.217702865600586
108964 alpha 145.38327026367188 14.002896308898926 119.87075805664062 174.70498657226562
108964 beta 8.789180755615234 0.055126503109931946 8.681615829467773 8.897726058959961
108965 alpha 88.19895935058594 10.037264823913574 70.16360473632812 109.45272827148438
108965 beta 4.173223495483398 0.03196018189191818 4.110954284667969 4.23618745803833
108966 alpha 95.41571044921875 10.77154541015625 76.04682922363281 118.21125793457031
108966 beta 4.084660053253174 0.032833002507686615 4.020675182342529 4.149394989013672
108967 alpha 122.75946807861328 13.081734657287598 99.11776733398438 150.33311462402344
108967 beta 3.5564053058624268 0.02622096985578537 3.505279779434204 3.6080806255340576
108968 alpha 117.82942199707031 13.869071006774902 92.98651123046875 147.26914978027344
108968 beta 3.2781803607940674 0.022721679881215096 3.233860969543457 3.3229475021362305
108969 alpha 140.96002197265625 16.173587799072266 111.92037963867188 175.22769165039062
108969 beta 3.146662950515747 0.023926332592964172 3.10003662109375 3.1938061714172363
108970 alpha 183.3983154296875 20.971426010131836 145.73245239257812 227.8203582763672
108970 beta 3.8671538829803467 0.022501198574900627 3.8232216835021973 3.9114584922790527
108971 alpha 196.93179321289062 19.618844985961914 161.28042602539062 238.10098266601562
108971 beta 4.430081367492676 0.022427765652537346 4.386321544647217 4.474164009094238
108972 alpha 119.84194946289062 15.638165473937988 92.11659240722656 153.3018341064453
108972 beta 4.937620639801025 0.03472936153411865 4.869878768920898 5.00605583190918
108973 alpha 116.17535400390625 13.553833961486816 91.87693786621094 144.92727661132812
108973 beta 4.950512409210205 0.037681080400943756 4.877047061920166 5.02479362487793
108974 alpha 145.95150756835938 16.921966552734375 115.59740447998047 181.83180236816406
108974 beta 5.350274562835693 0.03194233775138855 5.287892818450928 5.413198471069336
108975 alpha 149.7755889892578 16.038400650024414 120.80250549316406 183.59239196777344
108975 beta 5.341457366943359 0.03405587002635002 5.275021076202393 5.408510208129883
108976 alpha 134.14413452148438 16.21407699584961 105.17431640625 168.62985229492188
108976 beta 5.199529647827148 0.030676832422614098 5.139683723449707 5.259889602661133
108977 alpha 128.19142150878906 14.380773544311523 102.31800079345703 158.61141967773438
108977 beta 5.159576416015625 0.03279963135719299 5.09556245803833 5.224182605743408
108978 alpha 110.80255889892578 12.673171997070312 88.04135131835938 137.64755249023438
108978 beta 4.882312774658203 0.03935309872031212 4.805610656738281 4.959916591644287
108979 alpha 108.76353454589844 11.276934623718262 88.33692932128906 132.48922729492188
108979 beta 4.890295505523682 0.037527844309806824 4.817152500152588 4.964256763458252
108980 alpha 134.43971252441406 15.82846736907959 106.08779907226562 168.03939819335938
108980 beta 5.083227157592773 0.03501354530453682 5.014923572540283 5.152215957641602
108981 alpha 114.55007934570312 12.374587059020996 92.21239471435547 140.65740966796875
108981 beta 5.2265214920043945 0.038576774299144745 5.151278495788574 5.302574634552002
108982 alpha 111.16506958007812 11.811942100524902 89.81295776367188 136.05734252929688
108982 beta 5.247494697570801 0.041473690420389175 5.166688919067383 5.329230785369873
108983 alpha 133.45616149902344 13.506516456604004 108.94276428222656 161.8277587890625
108983 beta 5.557919025421143 0.03427382931113243 5.491058349609375 5.625380516052246
108984 alpha 129.6825408935547 15.07325553894043 102.65084075927734 161.64883422851562
108984 beta 5.869022369384766 0.040679290890693665 5.789694786071777 5.94915246963501
108985 alpha 136.86184692382812 16.21214485168457 107.83944702148438 171.29141235351562
108985 beta 5.958024024963379 0.041090719401836395 5.877906799316406 6.038946151733398
108986 alpha 127.09992218017578 13.037803649902344 103.46299743652344 154.51104736328125
108986 beta 5.988020896911621 0.036635588854551315 5.916547775268555 6.060130596160889
108987 alpha 129.41184997558594 14.419644355773926 103.452880859375 159.8994140625
108987 beta 6.005074977874756 0.04437171667814255 5.918559551239014 6.092522144317627
108988 alpha 117.68516540527344 12.870340347290039 94.47718811035156 144.8614959716797
108988 beta 6.10193395614624 0.04245077073574066 6.019163608551025 6.185543060302734
108989 alpha 117.47351837158203 13.743285179138184 92.84181213378906 146.63333129882812
108989 beta 6.212546348571777 0.046502213925123215 6.121878623962402 6.304203987121582
108990 alpha 117.89686584472656 13.336756706237793 93.91981506347656 146.12525939941406
108990 beta 6.775521755218506 0.050445713102817535 6.677170276641846 6.874939918518066
108991 alpha 127.83476257324219 15.034894943237305 100.90159606933594 159.74737548828125
108991 beta 7.099438190460205 0.05129984766244888 6.999467849731445 7.200460433959961
108992 alpha 138.37718200683594 16.0295467376709 109.6214370727539 172.36318969726562
108992 beta 7.7749528884887695 0.05107484757900238 7.675317287445068 7.875539779663086
108993 alpha 141.54937744140625 15.457490921020508 113.67273712158203 174.18527221679688
108993 beta 8.192483901977539 0.055066850036382675 8.08502197265625 8.300997734069824
108994 alpha 128.17864990234375 13.514785766601562 103.732421875 156.6445770263672
108994 beta 8.289119720458984 0.0523042157292366 8.187067031860352 8.392107963562012
108995 alpha 124.90843200683594 13.955488204956055 99.7910385131836 154.42030334472656
108995 beta 8.12256908416748 0.053505588322877884 8.01824951171875 8.227888107299805
108996 alpha 165.96791076660156 17.234561920166016 134.75381469726562 202.2315673828125
108996 beta 7.138570308685303 0.038736000657081604 7.063007354736328 7.2147297859191895
108997 alpha 182.47958374023438 18.983505249023438 148.1029510498047 222.42832946777344
108997 beta 6.4798994064331055 0.03451531007885933 6.412449359893799 6.547873497009277
108998 alpha 157.94882202148438 15.997121810913086 128.91702270507812 191.55364990234375
108998 beta 6.428985118865967 0.04098969325423241 6.349003791809082 6.509708404541016
108999 alpha 80.79509735107422 10.10708999633789 62.79790115356445 102.34844970703125
108999 beta 5.993865489959717 0.05467512086033821 5.887413024902344 6.101735591888428
109000 alpha 134.52513122558594 14.529254913330078 108.29740905761719 165.17791748046875
109000 beta 6.037932872772217 0.03658631816506386 5.966490745544434 6.110006332397461
109001 alpha 137.69850158691406 12.777946472167969 114.35306549072266 164.394287109375
109001 beta 6.360776424407959 0.041027769446372986 6.280783653259277 6.441521167755127
109002 alpha 173.11241149902344 19.84939956665039 137.47071838378906 215.166015625
109002 beta 5.94852352142334 0.03730965405702591 5.875768661499023 6.021942138671875
109003 alpha 81.9183578491211 9.618330955505371 64.68553161621094 102.3314208984375
109003 beta 5.111870288848877 0.04437040537595749 5.025470733642578 5.199364185333252
109004 alpha 87.29815673828125 9.0978422164917 70.82559967041016 106.44580078125
109004 beta 4.732698440551758 0.039858631789684296 4.655025005340576 4.811326503753662
109005 alpha 106.90956115722656 11.651618957519531 85.89293670654297 131.50665283203125
109005 beta 4.46773099899292 0.029791781678795815 4.409658908843994 4.5263671875
109006 alpha 182.7423095703125 19.998687744140625 146.68247985839844 224.97244262695312
109006 beta 3.898556709289551 0.024303438141942024 3.8511745929718018 3.94636869430542
109007 alpha 102.75691986083984 11.355027198791504 82.30001831054688 126.75088500976562
109007 beta 1.1544557809829712 0.00864134356379509 1.137607216835022 1.1714881658554077
109008 alpha 94.68103790283203 12.283223152160645 72.89044952392578 120.95028686523438
109008 beta 0.6457277536392212 0.005015102215111256 0.6359561681747437 0.6556100249290466
109009 alpha 329.3355712890625 74.54045104980469 207.26866149902344 497.7904968261719
109009 beta 0.4255730211734772 0.0027762798126786947 0.4201590418815613 0.43103843927383423
109010 alpha 425.3337097167969 101.39000701904297 260.9866638183594 655.9017333984375
109010 beta 0.3619670569896698 0.0023280312307178974 0.3574274778366089 0.36654913425445557
109011 alpha 424.99090576171875 82.12985229492188 286.6999816894531 607.3063354492188
109011 beta 0.7158504724502563 0.003715622704476118 0.7085981369018555 0.7231576442718506
109012 alpha 362.03790283203125 74.54481506347656 237.842041015625 528.6724243164062
109012 beta 0.6145960688591003 0.0037421828601509333 0.6072952747344971 0.6219615340232849
109013 alpha 323.9940185546875 57.38361740112305 226.0650177001953 450.2215576171875
109013 beta 0.5516115427017212 0.003117854008451104 0.5455242395401001 0.5577489137649536
109014 alpha 292.8824768066406 59.441280364990234 193.6043701171875 425.541259765625
109014 beta 0.4031260311603546 0.0029062912799417973 0.3974604904651642 0.40885108709335327
109015 alpha 236.9068603515625 43.177120208740234 163.53590393066406 332.1627197265625
109015 beta 0.5551565289497375 0.003621634328737855 0.5480881929397583 0.5622920989990234
109016 alpha 284.91400146484375 53.60158157348633 194.27316284179688 403.5611572265625
109016 beta 0.5075269341468811 0.0029840983916074038 0.5016999840736389 0.5134037137031555
109017 alpha 283.2271728515625 61.42191696166992 181.83465576171875 421.34130859375
109017 beta 0.3598079979419708 0.0025246483273804188 0.35488754510879517 0.3647787570953369
109018 alpha 592.439453125 129.29666137695312 379.2511291503906 883.3916625976562
109018 beta 0.7287729978561401 0.003357046050950885 0.7222144603729248 0.7353754639625549
109019 alpha 486.3897705078125 100.27254486083984 319.3655700683594 710.5661010742188
109019 beta 0.5985150337219238 0.00315433694049716 0.5923506021499634 0.6047267913818359
109020 alpha 345.6685791015625 54.953216552734375 250.47384643554688 465.283447265625
109020 beta 0.8068463206291199 0.004395877011120319 0.7982573509216309 0.8155034780502319
109021 alpha 392.95806884765625 67.7785415649414 276.8453063964844 541.6557006835938
109021 beta 0.7634032964706421 0.00361399888060987 0.7563449740409851 0.770510196685791
109022 alpha 130.64749145507812 22.521541595458984 92.06222534179688 180.05409240722656
109022 beta 0.28665223717689514 0.0025291056372225285 0.28172609210014343 0.2916417717933655
109023 alpha 316.4867248535156 55.24171829223633 222.0125274658203 437.8240661621094
109023 beta 0.7511698603630066 0.004092539194971323 0.743183970451355 0.7592190504074097
109024 alpha 281.5381164550781 48.823646545410156 197.96197509765625 388.7088317871094
109024 beta 0.6210598349571228 0.0038178435061126947 0.6136094927787781 0.6285768747329712
109025 alpha 252.36961364746094 40.66147994995117 182.05606079101562 340.98779296875
109025 beta 0.6572700142860413 0.0037357991095632315 0.6499817371368408 0.6646185517311096
109026 alpha 232.40057373046875 38.01050567626953 166.80287170410156 315.359619140625
109026 beta 0.5739099383354187 0.003933207597583532 0.5662376880645752 0.5816587805747986
109027 alpha 131.86669921875 21.111276626586914 95.32952880859375 177.84918212890625
109027 beta 0.5907191634178162 0.004435746464878321 0.5820700526237488 0.5994629859924316
109028 alpha 97.13310241699219 14.706894874572754 71.49817657470703 129.0018310546875
109028 beta 0.5313813090324402 0.004475275985896587 0.5226667523384094 0.5402028560638428
109029 alpha 477.6993408203125 97.47393035888672 315.049072265625 695.36865234375
109029 beta 0.676220178604126 0.0032519514206796885 0.669862687587738 0.6826221942901611
109030 alpha 489.8227844238281 107.75402069091797 312.4155578613281 732.522216796875
109030 beta 0.7348916530609131 0.0034790229983627796 0.7280923128128052 0.7417378425598145
109031 alpha 343.1822509765625 66.4158706665039 231.37689208984375 490.63787841796875
109031 beta 0.5145246982574463 0.0030666866805404425 0.5085352063179016 0.5205661654472351
109032 alpha 97.13782501220703 16.807968139648438 68.35685729980469 134.02398681640625
109032 beta 0.24361667037010193 0.002223825082182884 0.23928770422935486 0.2480033040046692
109033 alpha 345.2673034667969 83.42613983154297 210.4120330810547 535.2997436523438
109033 beta 0.4069932997226715 0.0023971146438270807 0.4023136794567108 0.4117130637168884
257 rows