NBACK MRIQC IQMs (by Scanner & Site)

Scanner ScannerCount meanDVARS sdDVARS meanFD sdFD meanSNR sdSNR meantSNR sdtSNR
KU Skyra 96 54.3 20.19 0.308 0.1653 1.99 0.29603 34.0 9.66
NEU Prisma 58 49.8 16.55 0.253 0.1039 1.96 0.25801 33.5 7.43
PITT Prisma 1 118 59.5 14.73 0.349 0.1499 2.00 0.22026 31.0 6.85
PITT Prisma 2 2 71.5 5.96 0.428 0.0339 1.89 0.00958 22.0 4.03
SITE ScannerCount meanDVARS sdDVARS meanFD sdFD meanSNR sdSNR meantSNR sdtSNR
KU 96 54.3 20.2 0.308 0.165 1.99 0.296 34.0 9.66
NEU 58 49.8 16.5 0.253 0.104 1.96 0.258 33.5 7.43
PITT 120 59.7 14.7 0.350 0.149 2.00 0.219 30.8 6.90

NBACK Outlier Table - Adaptable Thresholding

Suspect to further review due to motion - 10019 - 10079 - 20025 - 20045

Suspect to further review due to weirdness* - 30137 (Change in mean FD decreased, yet change in DVARS_nst increased by a flagged ammount)

## # A tibble: 274 x 15
## # Groups:   SubID [137]
##    SubID Session Date  SITE  Scanner Nback_dvars_nstd Nback_fd_mean
##    <fct> <fct>   <fct> <fct> <fct>              <dbl>         <dbl>
##  1 10004 MR2     2018… PITT  PITT P…             72.5         0.408
##  2 10004 MR1     2017… PITT  PITT P…             70.5         0.457
##  3 10012 MR2     2018… PITT  PITT P…             50.2         0.319
##  4 10012 MR1     2017… PITT  PITT P…             48.0         0.244
##  5 10013 MR1     2017… PITT  PITT P…             57.3         0.454
##  6 10013 MR2     2018… PITT  PITT P…             55.4         0.319
##  7 10017 MR1     2017… PITT  PITT P…             50.9         0.320
##  8 10017 MR2     2018… PITT  PITT P…             57.7         0.304
##  9 10019 MR1     2017… PITT  PITT P…             71.5         0.536
## 10 10019 MR2     2018… PITT  PITT P…             57.7         0.331
## # … with 264 more rows, and 8 more variables: Nback_fwhm_avg <dbl>,
## #   Nback_snr <dbl>, Nback_tsnr <dbl>, N <dbl>, diff_DVARS <dbl>,
## #   diff_FD <dbl>, diff_tSNR <dbl>, diff_SNR <dbl>
SubID SITE diff_DVARS diff_FD diff_tSNR diff_SNR
10004 PITT -1.96066552 0.0496256634 1.729671517 0.41907
10012 PITT -2.18038256 -0.0754010288 1.069530497 0.18276
10013 PITT -1.83530177 -0.1353132251 7.548542008 -0.00942
10017 PITT 6.77517790 -0.0161987053 12.628778445 -0.17952
10019 PITT -13.83607209 -0.2053719761 10.314035398 -0.11256
10023 PITT 7.91557100 0.0415279451 2.985281007 -0.12030
10026 PITT 27.38096163 0.0542900589 -2.965114595 -0.19480
10030 PITT -2.01011521 -0.0595246853 -5.530862840 -0.05355
10041 PITT 2.26030671 0.0840471864 1.888250340 -0.24564
10043 PITT 4.05463028 -0.1639216492 3.336217897 -0.00163
10044 PITT 4.69740264 0.0126121525 -3.160732228 -0.00466
10053 PITT -3.49944024 -0.0160381253 2.744422910 0.22230
10055 PITT -21.01857204 -0.1381296620 1.206689796 0.07145
10057 PITT -17.36416461 -0.2065971525 14.495924027 -0.11319
10059 PITT -17.19879919 0.0952854237 -2.092401465 0.05381
10062 PITT 3.37926146 0.0660801740 -9.399835564 -0.08815
10064 PITT 12.86131268 0.1948128676 -6.903242094 0.06503
10066 PITT -5.99474644 -0.0833475767 3.806451778 0.10565
10079 PITT 22.84258708 0.2832241975 -14.699041317 0.11288
10082 PITT -4.23070392 -0.0872360950 7.015487624 -0.11294
10083 PITT 2.15528575 -0.0491108206 7.467491129 -0.12613
10085 PITT -0.22957405 -0.0131759813 1.503128055 -0.05435
10088 PITT 25.74521432 0.1554898806 -7.613935425 -0.04111
10098 PITT -3.56533681 -0.0628521396 -2.182530615 0.20150
10107 PITT -1.41032350 -0.0597785991 4.443370818 0.22778
10110 PITT 27.16961432 0.0978895370 -4.783363278 -0.05744
10113 PITT 7.75135256 0.0299488491 2.532955169 -0.02290
10123 PITT 4.76761757 0.0538665402 -5.383785244 0.13883
10125 PITT 12.94406372 0.0527811842 -10.983489111 -0.06951
10135 PITT -7.14604081 -0.1702453785 6.747989050 0.10363
10136 PITT -6.99619002 -0.0913116346 4.033612768 0.09709
10141 PITT -11.83858275 -0.0660761200 3.434211867 -0.16879
10149 PITT 2.50752633 -0.0051133067 1.512541195 0.19550
10150 PITT -5.51233282 0.0421644272 -10.268884180 0.11481
10151 PITT -5.32719839 -0.0828405294 6.711623763 -0.01301
10168 PITT 2.13528047 0.0590745858 -5.254139437 0.07893
10182 PITT -29.97683045 -0.2796196116 7.660481223 0.11464
10190 PITT 0.14356298 0.0108682832 6.020004271 -0.07383
10203 PITT 3.39325291 0.0913658963 -13.086294176 0.12073
10214 PITT -10.01388053 -0.1186846952 2.962482453 0.08323
10218 PITT 12.37983785 0.2316620421 0.829361377 0.25833
10226 PITT -0.86073866 0.0454253700 -1.187201660 -0.04674
10227 PITT -2.05439050 -0.1005475247 0.528813757 0.14464
10238 PITT -15.17687491 -0.1952388861 5.858220163 -0.04497
10253 PITT 7.05186244 0.0442086123 -0.029523852 -0.01612
10257 PITT 0.47323060 0.0816573768 -6.342729571 0.15289
10266 PITT 22.39682809 0.2377679061 -4.641888763 0.07318
10272 PITT 8.42858382 0.0479648658 -5.703374002 0.01355
10273 PITT 1.04792604 0.0083320291 -3.173013382 -0.09685
10297 PITT -7.84022192 -0.0808088812 0.475995776 0.13481
10302 PITT -8.56066973 -0.0591438709 -3.397624890 0.12999
10319 PITT -2.75530842 0.0313647001 4.707771710 -0.05921
10322 PITT -9.35215428 -0.1127684165 -0.282609570 0.00423
10325 PITT -3.63141482 -0.0463178410 14.002289111 -0.05824
10329 PITT 29.88713432 0.3754234426 -10.674232458 -0.52145
10334 PITT 28.14496996 0.2106249832 -4.343395441 0.18774
10339 PITT -7.61988353 -0.0239135009 4.679890701 0.05768
10356 PITT 2.11216109 0.0223850992 -3.185269519 -0.21135
10372 PITT -2.72677959 -0.0065186020 2.583336060 0.02759
10392 PITT -12.30332954 -0.0946117659 9.292170697 0.01250
20014 KU 16.98460888 0.1197434728 -19.281703354 -0.08938
20018 KU -2.60254741 0.0057855882 13.398383655 0.07488
20021 KU 27.56935800 0.3382864353 -6.715954047 -0.22407
20025 KU -15.65935504 -0.2126907300 16.278086877 -0.12777
20027 KU 57.54755936 0.3690845357 -7.184215076 0.15811
20028 KU 8.23460117 0.0965549801 -5.349086523 0.05653
20033 KU -25.65334691 -0.1425524782 3.487407196 -0.15336
20034 KU -1.39206230 -0.0113341035 0.066184082 0.09773
20035 KU 3.65763472 0.0388545831 -1.806734158 -0.04374
20041 KU -2.16802652 0.0479251666 -7.846822064 -0.03903
20045 KU -13.64929217 -0.2064425968 21.664467981 -0.34074
20050 KU 0.01888154 -0.0001374755 -2.413318237 -0.26749
20057 KU 6.96696644 0.0332903259 -2.660883264 -0.01967
20058 KU 6.95278303 0.0675155733 -1.570769873 0.18872
20062 KU 2.79563911 -0.0051858209 3.113732483 0.08246
20065 KU 12.47084872 0.1441310263 -18.125681482 0.17063
20070 KU -7.96895599 0.0131495313 14.657600232 0.10806
20075 KU -1.47007469 -0.0427604975 -2.444556836 -0.01990
20077 KU 5.59844378 0.0361517076 -9.728971307 -0.04676
20080 KU 9.69304379 0.1442198048 -19.171780322 -0.30246
20082 KU -6.68291103 -0.0600096648 -2.174836426 0.00300
20084 KU 0.13280974 0.0829879171 1.169507074 0.06335
20085 KU 16.92736072 0.0628134210 -7.052651358 0.05752
20087 KU -30.88701502 -0.1646995066 6.261328360 0.05572
20088 KU 20.89358947 0.1933253885 -9.965798849 0.11198
20089 KU 4.32687795 -0.0189468727 3.247556061 0.00479
20091 KU -3.61070410 -0.0376050552 14.780919476 -0.13410
20093 KU 4.04478792 0.0094567359 -8.923450116 0.05150
20096 KU 8.54855411 0.0396180321 -14.302153510 -0.06868
20099 KU 14.51476366 0.1104584293 -10.982480994 -0.05126
20101 KU 31.28249901 0.2503076593 -5.829879346 -0.11646
20104 KU 6.54143882 -0.0092619799 -2.159825134 0.01903
20108 KU -7.40047157 -0.0352137759 10.176128333 -0.06040
20110 KU -10.28632223 -0.1927971536 10.462108868 0.13064
20116 KU -1.24778099 -0.0273134311 -1.562471411 0.02761
20118 KU 3.67412796 0.0569434654 -12.263523926 0.00736
20120 KU 8.81230422 0.1201680755 1.472149802 -0.01956
20121 KU 8.57474724 0.0019953319 -7.914613260 0.01593
20122 KU 5.20781736 0.0681049906 0.887512811 0.04968
20132 KU 56.64427170 0.3139086499 -8.768116077 -0.02308
20133 KU -4.55973475 -0.0499393749 8.715090759 0.03522
20140 KU -0.72011123 -0.0096228054 -2.171156750 -0.01037
20142 KU 13.12929749 0.1019937542 -9.455680029 0.18803
20145 KU -17.65494974 -0.1660252024 1.115631647 0.06186
20146 KU 5.90642233 -0.1175319353 5.171340222 -0.07327
20161 KU 27.93290521 0.1828968716 -9.542008411 -0.06611
20165 KU 3.89562533 0.0618158955 6.893636218 -0.01323
20188 KU -5.40428854 -0.0036489023 -9.187332251 -0.09039
30001 NEU 4.71453938 0.0262442311 1.517944147 -0.10641
30012 NEU -2.30719489 -0.0663955922 1.697762402 0.05295
30014 NEU -10.99467568 -0.0868632778 -0.009832959 -0.05835
30017 NEU -4.04227580 -0.1183029123 17.300702148 0.22887
30031 NEU 3.14005217 -0.0337473410 4.010917236 0.02976
30035 NEU -14.63975132 -0.1243752598 5.010024454 -0.06348
30037 NEU -8.17272364 0.0648499291 -1.773714868 0.22233
30040 NEU -1.47896229 -0.0550983839 -3.115235522 0.35298
30042 NEU 5.27218375 0.0579747602 -2.172834717 -0.02737
30043 NEU 1.18183039 0.0056071508 4.104681677 0.08979
30059 NEU 7.66777432 0.1383543026 -1.755875079 0.13756
30071 NEU -1.42752703 -0.0474170649 10.505501855 -0.27266
30072 NEU 99.58016026 -0.0557146298 -29.179262286 -0.58939
30080 NEU 3.37517819 0.0713228499 -5.084317300 -0.01253
30093 NEU -6.56090857 0.0143576155 -12.086353418 0.34103
30117 NEU -2.97938940 -0.0390687492 -10.574219098 -0.15651
30123 NEU -11.60460240 -0.0628806358 3.231700998 0.03161
30127 NEU 3.90888806 0.0167394716 -5.263262476 0.00936
30136 NEU -12.61739460 -0.2149078928 8.702712219 -0.12790
30146 NEU 2.04246281 0.1413481262 -6.159543542 0.09182
30148 NEU -6.21636295 -0.0440817871 13.533329755 0.14740
30152 NEU 17.23959483 0.0825808850 -5.061635260 -0.12847
30161 NEU 1.61168627 -0.0192771436 3.840131061 0.03461
30163 NEU 17.92490401 0.2371275830 -1.887344934 0.00613
30173 NEU 11.16410030 -0.0146024871 1.564864874 0.00703
30177 NEU -2.97928954 -0.0118008037 8.876289423 -0.00235
30222 NEU -6.28160009 0.0401770558 -10.702452390 0.08028
30223 NEU -0.33436641 0.0191172138 -8.450677441 0.13766
30250 NEU -5.36103914 -0.0626194117 2.441211749 -0.06031

Resting State MRIQC IQMs (by Scanner & Site)

Resting State Outlier Table - Adaptable Thresholding

Scanner ScannerCount meanDVARS sdDVARS meanFD sdFD meanSNR sdSNR meantSNR sdtSNR
KU Skyra 96 41.8 11.59 0.269 0.1379 2.23 0.305 31.7 6.39
NEU Prisma 58 42.0 10.35 0.256 0.1172 2.17 0.241 31.8 5.64
PITT Prisma 1 118 48.0 12.93 0.319 0.1691 2.20 0.222 28.3 5.39
PITT Prisma 2 2 47.2 9.92 0.307 0.0963 2.13 0.100 29.6 2.08
SITE ScannerCount meanDVARS sdDVARS meanFD sdFD meanSNR sdSNR meantSNR sdtSNR
KU 96 41.8 11.6 0.269 0.138 2.23 0.305 31.7 6.39
NEU 58 42.0 10.4 0.256 0.117 2.17 0.241 31.8 5.64
PITT 120 48.0 12.9 0.319 0.168 2.20 0.221 28.4 5.35 
## Joining, by = c("SubID", "Session", "Date", "SITE", "Scanner",
## "Rest_dvars_nstd", "Rest_fd_mean", "Rest_fwhm_avg", "Rest_snr", "Rest_tsnr",
## "N")
SubID Session Date SITE Scanner Rest_dvars_nstd Rest_fd_mean Rest_fwhm_avg Rest_snr Rest_tsnr N diff_DVARS diff_FD diff_tSNR diff_SNR
10004 MR2 2018-11-16 PITT PITT Prisma 1 50.3 0.3305 2.65 1.82 27.7 1 -3.90677187 -0.0367079390 -0.63521191 0.45220
10012 MR2 2018-11-30 PITT PITT Prisma 1 38.7 0.1824 2.46 2.25 38.4 1 3.69145485 -0.0301329482 -10.32400706 0.18632
10013 MR1 2017-10-24 PITT PITT Prisma 1 32.8 0.2486 2.72 1.97 24.4 1 4.08657079 -0.0198734755 10.84788323 -0.05416
10017 MR1 2017-11-21 PITT PITT Prisma 1 42.3 0.2699 2.54 2.11 22.7 1 3.46653664 -0.0096636173 4.06261444 -0.17857
10019 MR1 2017-10-21 PITT PITT Prisma 1 52.0 0.4224 2.58 2.32 26.7 1 -6.48933622 -0.1393446239 4.73748403 -0.14212
10023 MR1 2017-11-03 PITT PITT Prisma 1 49.9 0.3429 2.42 2.17 27.5 1 -2.48279063 -0.0757001100 -3.03362079 -0.21206
10026 MR1 2017-11-09 PITT PITT Prisma 1 48.0 0.2877 2.41 2.33 29.8 1 24.50309493 0.3066292184 -3.06906127 -0.26378
10030 MR2 2019-01-03 PITT PITT Prisma 1 57.3 0.5018 2.57 2.05 22.2 1 -6.66455212 -0.1535768879 -0.75028040 -0.07019
10041 MR2 2019-01-31 PITT PITT Prisma 1 40.6 0.2457 2.58 2.34 29.5 1 -1.30863883 0.0024984764 2.79941558 -0.27484
10043 MR1 2018-01-04 PITT PITT Prisma 1 65.6 0.5868 2.50 2.43 22.1 1 6.34428181 -0.0090353198 -0.66542439 0.01984
10044 MR1 2018-01-12 PITT PITT Prisma 1 40.4 0.1654 2.59 2.07 36.3 1 -2.68428087 -0.0216598809 3.21030044 -0.00368
10053 MR2 2019-02-12 PITT PITT Prisma 1 35.2 0.2481 2.61 2.11 30.0 1 -3.06308480 -0.0507131873 -7.09145741 0.27228
10055 MR1 2018-01-16 PITT PITT Prisma 1 43.1 0.2231 2.62 1.90 33.7 1 0.14876838 0.0175701540 -7.23929028 -0.07771
10057 MR1 2018-01-20 PITT PITT Prisma 1 44.3 0.3211 2.53 2.63 19.6 1 -9.60784153 -0.1716295712 14.96283718 -0.18722
10059 MR2 2019-03-09 PITT PITT Prisma 1 131.7 1.3323 2.63 2.00 17.4 1 -74.06119121 -0.8732932401 12.97933194 0.04685
10062 MR2 2019-03-12 PITT PITT Prisma 1 37.5 0.1842 2.42 2.46 31.2 1 -0.32017497 0.0250716809 1.47146605 -0.14222
10064 MR2 2019-03-08 PITT PITT Prisma 1 56.1 0.4286 2.78 2.38 23.0 1 1.36034022 0.0242017909 -0.13363840 0.11454
10066 MR1 2018-03-13 PITT PITT Prisma 1 53.1 0.4896 2.62 2.22 26.5 1 7.12221940 -0.0449461654 1.68897440 0.13460
10079 MR2 2019-03-22 PITT PITT Prisma 1 50.4 0.3860 2.61 2.27 26.9 1 3.86987818 0.0926511778 -1.38254163 0.16700
10082 MR1 2018-03-03 PITT PITT Prisma 1 39.8 0.2676 2.52 2.28 19.8 1 -0.61490776 -0.0262424258 16.66170314 -0.13092
10083 MR1 2018-02-17 PITT PITT Prisma 1 50.4 0.4341 2.56 2.32 25.2 1 -8.89183644 -0.1950008644 8.14790537 -0.18781
10085 MR1 2018-03-17 PITT PITT Prisma 1 41.1 0.2422 2.59 2.10 30.2 1 -3.30579464 -0.0455622155 4.28174019 -0.08598
10088 MR2 2019-04-06 PITT PITT Prisma 1 49.4 0.4753 2.51 2.30 27.6 1 8.98358413 0.0499894901 -2.52498818 -0.13544
10098 MR1 2018-05-22 PITT PITT Prisma 1 46.9 0.3607 2.69 1.77 27.2 1 2.60697875 -0.0331305099 3.27226543 0.22251
10107 MR1 2018-03-23 PITT PITT Prisma 1 48.8 0.2094 2.59 1.74 40.0 1 -0.24825762 -0.0414953687 -2.88510132 0.21739
10110 MR1 2018-04-06 PITT PITT Prisma 1 59.9 0.4212 2.70 1.96 21.7 1 45.03404601 0.5283706291 -5.37600864 -0.02026
10113 MR2 2019-04-23 PITT PITT Prisma 1 36.4 0.1106 2.45 2.41 40.0 1 10.66519276 0.0742169132 -9.39286423 -0.05006
10123 MR2 2019-06-08 PITT PITT Prisma 1 38.1 0.2442 2.64 1.97 33.0 1 1.55425827 0.0006110586 -0.77032852 0.11206
10125 MR2 2019-10-04 PITT PITT Prisma 1 34.7 0.2031 2.40 2.40 35.8 1 8.20526046 0.0351828834 -0.86099230 -0.12344
10135 MR1 2018-05-10 PITT PITT Prisma 1 51.9 0.4207 2.63 2.16 25.1 1 4.25762466 0.0432936569 -1.54308089 0.07124
10136 MR1 2018-04-14 PITT PITT Prisma 1 48.2 0.3242 2.68 1.96 26.5 1 -5.08781258 -0.0939134889 4.22143155 0.07923
10141 MR1 2018-05-04 PITT PITT Prisma 1 40.6 0.1645 2.59 1.95 31.3 1 -7.46959349 0.0004540974 -7.80230707 -0.19374
10149 MR1 2018-04-24 PITT PITT Prisma 1 42.5 0.2725 2.70 2.27 26.0 1 3.79220989 0.0930658981 5.01274520 0.28024
10150 MR1 2018-07-13 PITT PITT Prisma 1 41.8 0.2237 2.60 2.12 39.8 1 5.64961143 0.1011926143 -11.45501357 0.07850
10151 MR2 2019-06-18 PITT PITT Prisma 1 47.1 0.2565 2.45 2.29 27.0 1 -0.38534198 -0.0081096006 2.35345898 0.05160
10168 MR2 2019-06-01 PITT PITT Prisma 1 44.1 0.1926 2.44 2.18 39.5 1 0.47048154 0.0270730572 -5.42875388 0.08395
10182 MR2 2019-08-03 PITT PITT Prisma 1 47.2 0.4177 2.67 2.16 24.8 1 -3.62804147 -0.0579955635 2.15061809 0.17486
10190 MR1 2018-06-19 PITT PITT Prisma 1 38.3 0.1426 2.53 2.00 28.1 1 -6.97766142 -0.0386498876 9.31635285 -0.12469
10203 MR1 2018-06-15 PITT PITT Prisma 1 51.2 0.2985 2.63 2.36 23.7 1 10.41299440 0.2991312560 -3.63343239 0.13888
10214 MR1 2018-07-27 PITT PITT Prisma 1 65.5 0.7051 2.73 2.56 18.1 1 -15.36824122 -0.3313022082 3.92971039 0.14006
10218 MR2 2019-09-07 PITT PITT Prisma 1 48.2 0.2781 2.70 1.90 23.3 1 5.49140787 0.0665426879 4.53407690 0.21159
10226 MR2 2019-09-11 PITT PITT Prisma 1 44.9 0.3226 2.67 1.83 29.3 1 4.31525173 0.0871432408 1.18693837 -0.05146
10227 MR1 2018-07-05 PITT PITT Prisma 1 50.8 0.2326 2.52 2.19 35.1 1 -2.31199455 -0.0063408494 -3.77234548 0.10908
10238 MR2 2019-09-09 PITT PITT Prisma 1 72.0 0.6372 2.60 2.49 22.6 1 -0.22136387 0.0143310947 0.08720098 -0.08263
10253 MR2 2019-08-17 PITT PITT Prisma 1 41.3 0.3005 2.55 2.39 22.9 1 4.67326516 0.0417701120 3.77177620 -0.07784
10257 MR2 2019-08-13 PITT PITT Prisma 1 36.1 0.1635 2.49 1.90 32.2 1 0.75570334 0.0271131208 -5.70557022 0.13509
10266 MR1 2018-08-28 PITT PITT Prisma 1 48.0 0.3733 2.53 2.29 26.6 1 11.92139285 0.1712270947 -5.21616479 0.09451
10272 MR1 2018-08-18 PITT PITT Prisma 2 40.2 0.2388 2.51 2.06 31.0 1 14.02193359 0.1361910992 -2.93642279 0.14137
10273 MR2 2019-09-21 PITT PITT Prisma 1 45.0 0.3001 2.39 2.45 22.2 1 -2.63186165 -0.0948693658 4.56330159 -0.20944
10297 MR2 2019-10-19 PITT PITT Prisma 1 47.2 0.3106 2.42 2.27 32.9 1 -3.68100381 0.0013471449 -0.15564567 0.12233
10302 MR2 2019-09-28 PITT PITT Prisma 1 51.9 0.3298 2.65 1.96 24.4 1 -9.02183100 -0.0517290552 -0.79115318 0.13910
10319 MR2 2019-10-07 PITT PITT Prisma 1 42.2 0.2330 2.80 1.94 26.0 1 2.50015825 0.0599335697 2.03976790 0.00642
10322 MR2 2019-10-21 PITT PITT Prisma 1 34.2 0.1334 2.54 1.95 37.1 1 6.71708439 0.0177279222 -4.82629019 0.00245
10325 MR2 2019-11-04 PITT PITT Prisma 1 40.8 0.1745 2.55 2.15 30.7 1 -0.19911695 -0.0089517551 4.72776262 -0.09010
10329 MR1 2018-09-11 PITT PITT Prisma 1 44.4 0.2477 2.57 2.75 26.2 1 19.15761044 0.0390143057 -10.65752939 -0.53841
10334 MR2 2019-11-23 PITT PITT Prisma 1 52.9 0.3405 2.59 2.17 32.9 1 14.64550540 0.2139276397 -3.51787342 0.28947
10339 MR1 2018-10-05 PITT PITT Prisma 1 50.5 0.3158 2.60 2.27 31.9 1 -6.38099257 -0.1321900771 0.39490406 0.07243
10356 MR1 2018-10-19 PITT PITT Prisma 1 42.4 0.1935 2.57 2.72 28.3 1 2.86684980 0.0048343547 -0.78637966 -0.17274
10372 MR1 2018-11-03 PITT PITT Prisma 1 37.5 0.2142 2.58 2.39 27.5 1 2.19351965 0.0368006079 -2.41050908 -0.01556
10392 MR1 2018-11-10 PITT PITT Prisma 1 53.1 0.3071 2.51 2.35 28.7 1 -7.28210924 -0.0665794246 -2.60799552 -0.04345
20014 MR2 2019-04-08 KU KU Skyra 31.9 0.1699 2.45 2.33 35.3 1 4.71358183 0.0467658208 -4.63690460 -0.15474
20018 MR2 2019-06-21 KU KU Skyra 30.3 0.1411 2.57 2.29 41.1 1 -5.47945571 0.0005696774 -7.57683105 0.05604
20021 MR1 2018-03-27 KU KU Skyra 30.1 0.1543 2.60 2.43 29.2 1 5.95039126 0.0877556963 -2.58143528 -0.22370
20025 MR2 2019-04-15 KU KU Skyra 51.6 0.3157 2.61 1.87 36.1 1 -10.56638228 -0.0957469709 3.19448182 -0.19394
20027 MR1 2018-04-04 KU KU Skyra 35.1 0.1804 2.47 2.03 34.0 1 3.51131654 0.0317922019 -1.09547784 0.08030
20028 MR2 2019-05-02 KU KU Skyra 36.4 0.2356 2.63 2.28 26.9 1 1.76939763 -0.0368004289 -0.27615220 0.08100
20033 MR2 2019-04-24 KU KU Skyra 69.6 0.4972 2.60 2.05 25.7 1 -5.32595138 -0.0156278238 -0.22063473 -0.17273
20034 MR1 2018-04-16 KU KU Skyra 34.0 0.1768 2.56 1.91 38.2 1 2.95244624 0.0470978242 -6.13519590 0.11802
20035 MR2 2019-05-13 KU KU Skyra 48.8 0.2942 2.38 2.00 32.5 1 -6.35982110 -0.0655618367 -2.03016288 0.20462
20041 MR1 2018-04-20 KU KU Skyra 40.0 0.3090 2.54 2.31 32.7 1 -4.44183444 -0.0245608484 -4.53536359 -0.07623
20045 MR2 2019-08-07 KU KU Skyra 34.0 0.2542 2.68 2.38 23.5 1 -1.19432826 -0.0003832484 0.19493577 -0.37461
20050 MR2 2019-08-15 KU KU Skyra 29.6 0.1643 2.50 2.31 42.1 1 4.55150402 -0.0130909085 2.48726942 -0.34062
20057 MR1 2018-04-23 KU KU Skyra 33.2 0.1853 2.49 2.36 41.8 1 2.62654338 0.0166170551 -3.98870215 0.01106
20058 MR1 2018-05-25 KU KU Skyra 42.2 0.3000 2.62 1.96 30.3 1 4.08298793 0.0779861163 3.20918840 0.20530
20062 MR2 2019-06-11 KU KU Skyra 28.0 0.1566 2.77 1.83 35.6 1 0.37562736 -0.0497590591 9.77000649 0.11221
20065 MR1 2018-07-18 KU KU Skyra 36.7 0.2104 2.62 2.31 41.6 1 1.57317267 0.0490161860 -8.36934885 0.13457
20070 MR1 2018-06-12 KU KU Skyra 32.2 0.0615 2.71 1.69 43.5 1 -5.58116360 0.0159780947 -4.77977251 0.13606
20075 MR1 2018-06-19 KU KU Skyra 24.6 0.1105 2.61 2.67 39.1 1 0.64635996 0.0163666727 -9.25056653 -0.02512
20077 MR1 2018-08-07 KU KU Skyra 41.8 0.3058 2.43 2.73 34.9 1 6.05459669 0.0857933666 -2.72003739 -0.07484
20080 MR2 2019-09-06 KU KU Skyra 44.5 0.3108 2.69 2.90 26.4 1 -8.01406223 -0.0793851423 3.50986978 -0.37270
20082 MR1 2018-08-14 KU KU Skyra 32.8 0.1454 2.56 2.66 31.8 1 2.06545318 0.0363964600 -5.00072932 -0.00708
20084 MR1 2018-07-10 KU KU Skyra 48.6 0.2896 2.83 1.47 33.9 1 4.42425749 0.0613322120 -2.51191310 0.07928
20085 MR2 2019-11-12 KU KU Skyra 28.0 0.1539 2.59 2.15 28.0 1 8.34432510 -0.0179913749 8.22605156 0.11216
20087 MR2 2019-09-11 KU KU Skyra 72.9 0.6434 2.56 2.30 22.5 1 -15.27790890 -0.2265077515 2.64537492 0.04788
20088 MR1 2018-09-07 KU KU Skyra 45.4 0.3349 2.63 1.94 22.7 1 -1.99066694 -0.0767996235 4.78329352 0.07688
20089 MR1 2018-08-24 KU KU Skyra 30.8 0.1663 2.60 2.08 38.6 1 0.81682746 -0.0058206961 -1.35342156 -0.02277
20091 MR2 2019-10-01 KU KU Skyra 62.6 0.4107 2.54 2.08 24.4 1 -11.28822040 -0.1369985534 3.93988717 -0.17135
20093 MR2 2019-09-12 KU KU Skyra 30.9 0.1712 2.54 2.22 41.0 1 4.20636463 0.0188373997 -3.08746823 0.07108
20096 MR1 2018-09-18 KU KU Skyra 37.8 0.1312 2.54 2.62 34.9 1 0.06398485 -0.0136976648 3.19645008 -0.05139
20099 MR1 2018-08-28 KU KU Skyra 31.1 0.1562 2.54 2.26 38.3 1 4.62182438 0.0145956434 -1.76518690 -0.04190
20101 MR2 2019-11-04 KU KU Skyra 68.2 0.6785 2.68 2.47 18.8 1 2.61958065 0.0023244194 1.15700070 -0.13882
20104 MR2 2019-10-15 KU KU Skyra 43.4 0.2946 2.66 2.21 20.4 1 -3.49948536 -0.0853917878 18.45444689 0.01587
20108 MR1 2018-09-17 KU KU Skyra 41.8 0.1676 2.64 1.72 34.6 1 -1.97204136 -0.0123417808 -2.16393385 -0.01420
20110 MR2 2019-10-25 KU KU Skyra 57.1 0.4577 2.69 2.07 27.3 1 1.48075848 0.0374249074 -3.12511499 0.14984
20116 MR1 2018-10-22 KU KU Skyra 31.0 0.1372 2.52 2.21 41.8 1 2.56292786 0.0010149090 -0.81494346 0.03449
20118 MR1 2018-10-05 KU KU Skyra 37.5 0.1938 2.41 2.63 33.0 1 -2.59195502 0.0088864030 -1.87590764 0.06876
20120 MR1 2018-09-10 KU KU Skyra 40.7 0.3082 2.58 2.40 28.9 1 11.28220262 0.1521703857 -5.14419511 -0.08719
20121 MR2 2019-10-23 KU KU Skyra 45.5 0.3578 2.55 2.28 29.4 1 8.67012449 0.1344250709 -8.22353531 0.03816
20122 MR1 2018-10-16 KU KU Skyra 41.0 0.2245 2.50 2.64 37.8 1 0.76951696 0.0534458997 -4.15912418 0.01794
20132 MR2 2019-11-25 KU KU Skyra 47.9 0.2975 2.73 1.76 33.7 1 24.43545432 0.2372535244 -7.01187319 -0.04185
20133 MR2 2019-10-11 KU KU Skyra 50.4 0.3309 2.67 2.12 23.9 1 -5.27314824 -0.0862542056 2.08087197 0.02971
20140 MR1 2018-10-15 KU KU Skyra 51.8 0.4436 2.57 2.33 24.7 1 -2.79800042 -0.0851523047 6.18235610 -0.01926
20142 MR1 2018-10-01 KU KU Skyra 37.0 0.1771 2.53 2.10 43.0 1 6.01642622 0.0220140215 -5.42579760 0.20618
20145 MR1 2018-10-29 KU KU Skyra 33.7 0.2205 2.67 2.41 27.5 1 2.23669564 0.0005791495 -1.44637372 0.09667
20146 MR2 2019-10-30 KU KU Skyra 69.7 0.6575 2.55 2.80 21.9 1 -2.47338973 -0.0987854722 0.39970883 -0.12102
20161 MR1 2018-10-09 KU KU Skyra 31.7 0.1457 2.69 1.71 30.0 1 -0.39913506 0.0199281780 -3.48654081 -0.11422
20165 MR1 2018-11-06 KU KU Skyra 37.7 0.2545 2.52 2.29 28.4 1 3.16117985 0.0802635860 -1.17264284 -0.03453
20188 MR2 2019-12-04 KU KU Skyra 51.1 0.4465 2.62 2.66 33.6 1 -3.09305758 -0.1217731253 -8.05830422 -0.10207
30001 MR1 2017-12-18 NEU NEU Prisma 43.9 0.2170 2.35 2.08 33.3 1 7.45854627 0.0970814425 -6.56620640 -0.11444
30012 MR1 2018-01-17 NEU NEU Prisma 36.7 0.2024 2.61 1.87 38.7 1 -1.22608403 0.0053983570 -1.27559818 0.06407
30014 MR2 2019-02-20 NEU NEU Prisma 44.2 0.2816 2.46 2.36 27.1 1 -2.78411804 -0.0090877318 6.67744666 -0.03298
30017 MR2 2019-03-08 NEU NEU Prisma 33.9 0.1889 2.61 2.39 29.0 1 0.17161242 -0.0238615265 5.11871246 0.24465
30031 MR1 2018-02-20 NEU NEU Prisma 42.2 0.2562 2.37 2.48 38.0 1 -1.18726048 -0.0269290152 -1.95109702 0.03426
30035 MR2 2019-03-14 NEU NEU Prisma 33.8 0.1440 2.51 2.01 41.7 1 -3.09530864 -0.0095225953 0.14402610 -0.09335
30037 MR2 2019-03-20 NEU NEU Prisma 61.9 0.4319 2.65 1.65 25.1 1 -15.62917212 -0.1079295913 1.82541624 0.26097
30040 MR1 2018-04-12 NEU NEU Prisma 30.6 0.1363 2.88 1.66 41.9 1 1.82232611 -0.0264258962 -6.06041644 0.42358
30042 MR1 2018-03-30 NEU NEU Prisma 44.1 0.2457 2.46 2.36 37.0 1 11.40068160 0.1512373737 -4.82923342 -0.04711
30043 MR1 2018-04-17 NEU NEU Prisma 38.5 0.1658 2.55 2.21 39.1 1 1.74843651 0.0224424594 -1.06986643 0.09546
30059 MR2 2019-03-29 NEU NEU Prisma 62.2 0.4450 2.64 1.90 25.2 1 -6.00024589 -0.0186147023 3.10083731 0.10918
30071 MR1 2018-04-06 NEU NEU Prisma 41.8 0.2332 2.45 2.44 27.2 1 -4.21566030 0.0077445421 -2.88204866 -0.31826
30072 MR1 2018-04-10 NEU NEU Prisma 35.1 0.1938 2.49 2.10 33.9 1 -1.92783814 -0.0396112328 3.29866476 -0.07106
30080 MR2 2019-04-25 NEU NEU Prisma 44.5 0.3194 2.53 2.24 30.3 1 8.03927809 0.1346323875 2.36690970 -0.07215
30093 MR1 2018-04-18 NEU NEU Prisma 44.2 0.2858 2.50 2.12 32.7 1 0.29249760 -0.0060130538 -5.66099560 0.15561
30117 MR1 2018-06-01 NEU NEU Prisma 31.7 0.1350 2.58 2.74 38.1 1 -0.23290224 0.0568552696 -9.93452936 -0.20209
30123 MR1 2018-05-30 NEU NEU Prisma 41.3 0.1829 2.59 1.92 35.0 1 -8.42476092 -0.0176941978 -4.71611727 0.09777
30127 MR2 2019-08-16 NEU NEU Prisma 25.9 0.0730 2.59 2.17 35.6 1 2.53023057 0.0460247034 -7.62030805 -0.01388
30136 MR2 2019-07-23 NEU NEU Prisma 61.3 0.5817 2.57 2.22 20.6 1 -19.76342815 -0.3188105959 16.50934259 -0.13241
30146 MR1 2018-09-24 NEU NEU Prisma 74.1 0.5906 2.47 2.19 25.2 1 -5.47250893 -0.0419871841 -3.65280815 0.08906
30148 MR2 2019-08-20 NEU NEU Prisma 36.6 0.2549 2.72 1.63 27.2 1 -4.86055140 -0.0963859878 13.11424404 0.16372
30152 MR2 2019-08-22 NEU NEU Prisma 41.8 0.2527 2.56 2.30 25.7 1 1.94150174 -0.0287745244 9.15501579 -0.15334
30161 MR1 2018-08-06 NEU NEU Prisma 46.0 0.1989 2.48 1.98 30.8 1 5.61289508 0.0767476881 -2.58754884 0.05427
30163 MR1 2018-08-10 NEU NEU Prisma 37.0 0.2080 2.55 2.09 28.5 1 -2.34192269 -0.0034730964 6.07190376 0.01307
30173 MR1 2018-08-27 NEU NEU Prisma 43.4 0.2930 2.47 2.33 31.3 1 15.86521707 0.2238480419 -5.57691692 -0.00610
30177 MR1 2018-10-02 NEU NEU Prisma 38.2 0.2671 2.62 2.57 35.2 1 -3.93650328 -0.0568695220 1.40432097 -0.01501
30222 MR2 2019-11-26 NEU NEU Prisma 48.7 0.2506 2.53 2.15 30.9 1 -5.79920769 -0.0041799397 -5.68269265 0.08248
30223 MR1 2018-10-09 NEU NEU Prisma 31.4 0.1667 2.64 1.94 40.9 1 -1.39148399 0.0551930924 -20.30805099 0.18910
30250 MR1 2018-11-06 NEU NEU Prisma 34.9 0.1349 2.52 2.42 30.0 1 7.94691733 0.1059881733 -2.47235104 -0.07109