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data/player_rookies.csv

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 ,Player,Team,Position,GP,TOI,Goals,Total Assists,First Assists,Second Assists,Total Points,IPP,Shots,SH%,ixG,iCF,iFF,iSCF,iHDCF,Rush Attempts,Rebounds Created,PIM,Total Penalties,Minor,Major,Misconduct,Penalties Drawn,Giveaways,Takeaways,Hits,Hits Taken,Shots Blocked,Faceoffs Won,Faceoffs Lost,Faceoffs %,player_id
 0,Parker Wotherspoon,BOS,D,10,161.01666666667,0,2,0,2,2,50.00,9,0.00,0.23,22,12,6,0,1,2,9,3,2,1,0,5,4,5,16,16,15,0,0,-,8478450
-1,Dennis Gilbert,CGY,D,26,340.16666666667,1,6,0,6,7,63.64,21,4.76,0.78,48,34,12,1,1,5,16,5,3,2,0,5,5,3,41,31,42,0,0,-,8478502
+1,Dennis Gilbert,CGY,D,27,352.46666666667,1,6,0,6,7,63.64,21,4.76,0.78,48,34,12,1,1,5,16,5,3,2,0,5,6,3,43,32,43,0,0,-,8478502
 2,Ryan Shea,PIT,D,22,266.65,0,0,0,0,0,0.00,13,0.00,0.34,28,18,5,0,0,1,2,1,1,0,0,1,6,5,11,16,14,0,0,-,8478854
 3,Samuel Laberge,N.J,L,2,6.1833333333333,0,0,0,0,0,-,0,-,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,3,1,0,0,0,-,8478956
 4,Lucas Johansen,WSH,D,6,85.6,0,1,1,0,1,25.00,4,0.00,0.17,9,6,3,0,0,0,4,2,2,0,0,0,2,3,1,4,7,0,0,-,8479321
-5,Beck Malenstyn,WSH,L,34,469.35,3,4,3,1,7,58.33,38,7.89,4.21,70,53,38,25,2,4,10,5,5,0,0,10,9,12,79,53,43,11,10,52.38,8479359
+5,Beck Malenstyn,WSH,L,35,488.25,4,4,3,1,8,61.54,42,9.52,4.55,75,58,40,26,2,4,10,5,5,0,0,10,9,13,81,56,45,12,10,54.55,8479359
 6,Riley Tufte,COL,L,5,55.6,1,1,0,1,2,100.00,7,14.29,0.62,11,10,8,4,3,1,2,1,1,0,0,1,1,2,7,4,2,1,1,50.00,8479362
-7,William Lockwood,FLA,R,14,113.95,0,0,0,0,0,0.00,11,0.00,1.13,22,17,8,4,1,1,5,1,0,1,0,1,3,5,21,21,4,1,2,33.33,8479367
+7,William Lockwood,FLA,R,15,124,0,0,0,0,0,0.00,11,0.00,1.13,22,17,8,4,1,1,5,1,0,1,0,1,3,5,25,22,4,1,2,33.33,8479367
 8,Brett Murray,BUF,L,2,15.933333333333,0,0,0,0,0,-,1,0.00,0.13,1,1,1,1,1,0,2,1,1,0,0,0,0,1,4,3,0,1,0,100.00,8479419
 9,Jacob Moverare,L.A,D,5,74.25,0,0,0,0,0,0.00,5,0.00,0.15,11,8,5,0,0,1,0,0,0,0,0,0,1,0,1,6,10,0,0,-,8479421
 10,Joona Koppanen,PIT,L,3,17.633333333333,0,0,0,0,0,-,2,0.00,0.07,2,2,1,0,0,0,0,0,0,0,0,0,0,0,1,4,1,1,5,16.67,8479533
-11,Axel Jonsson-Fjallby,WPG,L,17,139.28333333333,2,3,3,0,5,83.33,17,11.76,1.18,35,25,14,6,1,1,0,0,0,0,0,0,2,3,22,12,5,1,0,100.00,8479536
-12,Oskar Steen,BOS,C,20,180.01666666667,1,0,0,0,1,16.67,15,6.67,1.83,36,27,18,8,3,2,2,1,1,0,0,3,1,2,32,22,15,0,2,0.00,8479546
-13,Matthew Phillips,WSH,R,24,249.16666666667,1,4,3,1,5,55.56,14,7.14,2.82,29,21,20,14,1,8,0,0,0,0,0,2,3,3,3,22,13,1,1,50.00,8479547
-14,Dylan Samberg,WPG,D,35,523.48333333333,0,8,5,3,8,44.44,36,0.00,0.87,84,47,17,2,1,4,33,11,9,1,1,6,21,9,18,40,54,0,0,-,8480049
-15,Pierre-Olivier Joseph,PIT,D,8,103.75,0,1,0,1,1,25.00,9,0.00,0.25,23,12,4,0,1,0,0,0,0,0,0,1,5,1,5,0,3,0,0,-,8480058
-16,Fabian Zetterlund,S.J,L,37,666.13333333333,10,5,5,0,15,41.67,82,12.20,9.47,174,126,98,40,6,10,17,7,6,1,0,10,12,16,33,27,35,11,13,45.83,8480188
-17,Johnathan Kovacevic,MTL,D,34,598.73333333333,5,1,1,0,6,25.00,26,19.23,2.35,88,43,31,12,3,10,18,9,9,0,0,4,25,4,29,35,45,0,0,-,8480192
+11,Axel Jonsson-Fjallby,WPG,L,18,149.2,2,3,3,0,5,71.43,18,11.11,1.4,39,28,17,7,1,1,0,0,0,0,0,1,2,3,23,12,6,1,0,100.00,8479536
+12,Oskar Steen,BOS,C,21,191.5,1,0,0,0,1,16.67,18,5.56,2.03,39,30,21,8,4,2,2,1,1,0,0,3,1,2,34,22,15,0,2,0.00,8479546
+13,Matthew Phillips,WSH,R,25,256.66666666667,1,4,3,1,5,50.00,15,6.67,3.06,31,22,22,15,1,9,0,0,0,0,0,2,3,3,3,24,14,1,1,50.00,8479547
+14,Dylan Samberg,WPG,D,36,541.91666666667,0,8,5,3,8,44.44,36,0.00,0.87,85,47,17,2,1,4,33,11,9,1,1,6,21,9,18,45,56,0,0,-,8480049
+15,Pierre-Olivier Joseph,PIT,D,9,120.1,0,2,0,2,2,33.33,10,0.00,0.29,24,13,5,0,2,0,0,0,0,0,0,1,7,1,7,1,4,0,0,-,8480058
+16,Fabian Zetterlund,S.J,L,38,687.05,11,5,5,0,16,43.24,85,12.94,9.75,180,130,102,42,6,10,17,7,6,1,0,10,12,16,33,28,35,11,14,44.00,8480188
+17,Johnathan Kovacevic,MTL,D,35,611.26666666667,5,2,2,0,7,28.00,28,17.86,2.37,90,45,31,12,3,11,18,9,9,0,0,4,25,4,29,35,46,0,0,-,8480192
 18,Noah Cates,PHI,L,21,302.78333333333,1,3,1,2,4,50.00,19,5.26,2.27,38,29,20,7,1,6,0,0,0,0,0,3,2,14,5,21,15,104,140,42.62,8480220
 19,Olle Lycksell,PHI,R,1,6.1833333333333,0,0,0,0,0,-,0,-,0,0,0,0,0,0,0,2,1,1,0,0,0,0,0,0,0,0,0,1,0.00,8480245
-20,Nick Perbix,T.B,D,36,580.23333333333,0,9,3,6,9,29.03,21,0.00,0.75,53,32,9,1,0,4,6,3,3,0,0,6,12,17,20,36,63,0,0,-,8480246
-21,Cole Guttman,CHI,C,17,200.63333333333,3,3,1,2,6,85.71,26,11.54,2.68,45,36,28,8,1,3,0,0,0,0,0,5,3,9,7,2,8,52,48,52.00,8480252
-22,Sammy Walker,MIN,C,2,20.166666666667,0,0,0,0,0,-,1,0.00,0.05,3,2,1,0,0,0,0,0,0,0,0,0,0,0,2,0,0,0,1,0.00,8480267
-23,Mark Kastelic,OTT,C,18,130.88333333333,1,1,0,1,2,50.00,22,4.55,1.69,25,23,16,8,3,6,31,11,8,3,0,8,5,3,24,13,9,54,43,55.67,8480355
+20,Nick Perbix,T.B,D,37,606.51666666667,0,9,3,6,9,29.03,23,0.00,0.78,56,35,9,1,0,6,8,4,4,0,0,6,12,18,20,36,65,0,0,-,8480246
+21,Cole Guttman,CHI,C,18,216.3,3,3,1,2,6,85.71,29,10.34,2.92,49,40,31,8,1,3,0,0,0,0,0,5,7,9,7,2,9,54,49,52.43,8480252
+22,Sammy Walker,MIN,C,3,28.7,0,0,0,0,0,-,2,0.00,0.12,4,3,2,0,0,0,0,0,0,0,0,0,0,0,2,1,1,0,1,0.00,8480267
+23,Mark Kastelic,OTT,C,19,138.88333333333,1,1,0,1,2,50.00,23,4.35,1.78,26,24,17,9,3,6,31,11,8,3,0,8,5,3,25,13,10,58,46,55.77,8480355
 24,Trey Fix-Wolansky,CBJ,R,1,12.533333333333,0,0,0,0,0,-,0,-,0.05,5,3,2,0,0,1,0,0,0,0,0,0,0,0,1,2,1,0,1,0.00,8480441
-25,James Hamblin,EDM,L,24,198.8,2,1,1,0,3,33.33,15,13.33,2.23,31,21,22,12,2,4,0,0,0,0,0,1,5,6,8,22,16,64,67,48.85,8480468
+25,James Hamblin,EDM,L,25,207.45,2,1,1,0,3,33.33,15,13.33,2.29,32,22,23,12,2,4,0,0,0,0,0,1,5,6,9,23,16,69,69,50.00,8480468
 26,Alexander Alexeyev,WSH,D,10,116.9,1,0,0,0,1,16.67,6,16.67,0.11,14,9,0,0,0,1,2,1,1,0,0,0,5,0,5,9,11,0,0,-,8480823
-27,Ty Emberson,S.J,D,17,309.95,1,3,1,2,4,57.14,16,6.25,0.47,35,21,7,1,2,4,0,0,0,0,0,1,4,6,35,24,24,0,0,-,8480834
-28,Jack Drury,CAR,C,37,407.96666666667,5,9,4,5,14,56.00,47,10.64,4.69,100,70,55,25,3,5,14,4,2,2,0,7,5,11,15,42,14,160,140,53.33,8480835
+27,Ty Emberson,S.J,D,18,331.93333333333,1,4,1,3,5,50.00,16,6.25,0.5,38,23,8,1,2,4,2,1,1,0,0,1,4,6,39,25,25,0,0,-,8480834
+28,Jack Drury,CAR,C,38,418.88333333333,6,10,5,5,16,57.14,48,12.50,4.77,101,71,56,25,3,5,14,4,2,2,0,7,5,11,15,42,14,162,146,52.60,8480835
 29,Jonathan Gruden,PIT,C,4,29.383333333333,0,0,0,0,0,-,0,-,0.21,3,2,2,0,0,0,0,0,0,0,0,1,1,1,12,0,2,4,6,40.00,8480836
 30,Liam Foudy,"CBJ, NSH",C,13,129.7,0,3,2,1,3,60.00,7,0.00,1.15,24,14,11,7,0,5,2,1,1,0,0,5,1,3,5,12,4,0,0,-,8480853
 31,Bo Groulx,ANA,C,20,257.4,0,1,1,0,1,16.67,15,0.00,1.88,39,25,22,10,2,2,10,5,5,0,0,0,7,4,33,19,9,63,79,44.37,8480870
-32,Nils Lundkvist,DAL,D,26,384.35,0,10,6,4,10,38.46,28,0.00,1.22,73,44,21,0,1,6,12,6,6,0,0,0,9,2,14,29,17,0,0,-,8480878
-33,Jacob Bernard-Docker,OTT,D,27,435.71666666667,3,4,3,1,7,33.33,14,21.43,0.66,47,22,10,2,1,7,8,4,4,0,0,2,16,4,18,39,66,0,0,-,8480879
-34,Jakub Lauko,BOS,C,26,244.65,0,3,3,0,3,60.00,15,0.00,1.64,37,25,21,9,3,3,20,6,4,2,0,6,3,3,40,19,9,2,4,33.33,8480880
-35,Calen Addison,"MIN, S.J",D,34,598.75,1,11,6,5,12,42.86,41,2.44,2.96,112,63,31,5,1,11,20,6,5,0,1,3,6,7,11,21,36,0,0,-,8480884
-36,Jordan Harris,MTL,D,19,350.01666666667,0,3,2,1,3,33.33,14,0.00,0.57,35,25,8,1,1,4,8,4,4,0,0,3,11,3,6,26,34,0,0,-,8480887
+32,Nils Lundkvist,DAL,D,27,398.1,0,10,6,4,10,37.04,29,0.00,1.22,74,45,21,0,1,6,12,6,6,0,0,0,9,2,16,30,17,0,0,-,8480878
+33,Jacob Bernard-Docker,OTT,D,28,448.9,3,4,3,1,7,31.82,14,21.43,0.66,47,22,10,2,1,7,8,4,4,0,0,2,17,5,19,41,67,0,0,-,8480879
+34,Jakub Lauko,BOS,C,27,256.2,0,3,3,0,3,60.00,15,0.00,1.64,38,25,22,10,3,3,20,6,4,2,0,6,3,3,43,20,9,3,4,42.86,8480880
+35,Calen Addison,"MIN, S.J",D,35,612.95,1,11,6,5,12,42.86,42,2.38,2.99,116,64,33,5,1,11,24,8,7,0,1,5,6,7,11,22,37,0,0,-,8480884
+36,Jordan Harris,MTL,D,20,364.2,1,4,2,2,5,45.45,15,6.67,0.59,36,26,9,1,1,4,8,4,4,0,0,4,11,3,6,28,34,0,0,-,8480887
 37,Jan Jenik,ARI,R,1,8.35,0,0,0,0,0,-,1,0.00,0,2,1,0,0,0,0,0,0,0,0,0,0,0,0,1,0,1,0,1,0.00,8480890
-38,Michael Kesselring,ARI,D,19,267.18333333333,4,5,2,3,9,56.25,23,17.39,0.93,48,33,17,0,2,5,12,6,6,0,0,2,4,3,20,20,15,0,0,-,8480891
-39,Kirill Marchenko,CBJ,R,36,600.25,13,8,6,2,21,47.73,89,14.61,9.19,168,120,98,35,5,11,10,5,5,0,0,7,9,20,15,45,24,15,30,33.33,8480893
+38,Michael Kesselring,ARI,D,20,281.75,4,5,2,3,9,56.25,25,16.00,1.01,54,38,17,0,2,6,12,6,6,0,0,2,4,3,24,22,16,0,0,-,8480891
+39,Kirill Marchenko,CBJ,R,37,613.93333333333,13,8,6,2,21,46.67,91,14.29,9.22,172,122,98,35,5,11,10,5,5,0,0,7,9,21,15,45,24,16,32,33.33,8480893
 40,Declan Chisholm,WPG,D,2,23.1,0,1,0,1,1,50.00,0,-,0,2,0,0,0,0,0,0,0,0,0,0,0,1,0,0,2,2,0,0,-,8480990
 41,Pontus Holmberg,TOR,R,9,80.866666666667,0,1,0,1,1,100.00,6,0.00,0.38,15,6,5,2,0,2,6,3,3,0,0,2,2,2,6,5,5,18,27,40.00,8480995
 42,Jonatan Berggren,DET,R,9,91.25,2,3,1,2,5,71.43,10,20.00,0.85,17,15,6,3,0,1,2,1,1,0,0,3,0,3,0,5,6,0,0,-,8481013
 43,David Gustafsson,WPG,C,27,244.48333333333,2,2,0,2,4,80.00,19,10.53,1.93,37,29,21,10,0,1,0,0,0,0,0,1,4,5,10,22,12,72,67,51.80,8481019
 44,Linus Karlsson,VAN,C,3,31.3,0,0,0,0,0,0.00,4,0.00,0.94,7,6,5,3,1,2,0,0,0,0,0,2,0,1,3,3,2,2,7,22.22,8481024
-45,Martin Pospisil,CGY,C,24,293.85,4,3,1,2,7,50.00,51,7.84,5.65,78,64,51,26,3,5,14,7,7,0,0,7,5,10,65,27,10,6,5,54.55,8481028
+45,Martin Pospisil,CGY,C,25,302.83333333333,4,3,1,2,7,50.00,51,7.84,5.69,80,66,51,26,3,5,14,7,7,0,0,7,6,10,68,27,10,6,5,54.55,8481028
 46,Paul Cotter,VGK,C,38,465.51666666667,5,10,8,2,15,75.00,52,9.62,5.86,97,77,71,28,3,13,21,9,8,1,0,4,7,14,114,45,18,8,10,44.44,8481032
 47,Cole Koepke,T.B,L,8,54.333333333333,0,2,1,1,2,100.00,7,0.00,1.08,13,11,6,4,0,1,0,0,0,0,0,1,0,2,16,6,1,0,0,-,8481043
 48,Spencer Stastney,NSH,D,9,144.16666666667,1,0,0,0,1,12.50,5,20.00,0.23,13,7,4,0,0,1,4,2,2,0,0,2,6,3,1,14,16,0,0,-,8481056
-49,Jesse Ylönen,MTL,R,29,295.31666666667,3,3,1,2,6,46.15,25,12.00,1.91,42,35,19,5,2,1,6,3,3,0,0,1,1,2,12,45,23,4,1,80.00,8481058
+49,Jesse Ylönen,MTL,R,30,310.4,3,3,1,2,6,46.15,26,11.54,1.94,43,36,19,5,2,1,6,3,3,0,0,1,1,2,13,46,24,4,1,80.00,8481058
 50,Scott Perunovich,STL,D,21,295.3,0,6,2,4,6,50.00,19,0.00,1,38,28,15,1,3,3,4,2,2,0,0,1,5,8,7,12,18,0,0,-,8481059
 51,Angus Crookshank,OTT,L,6,53.783333333333,1,1,0,1,2,66.67,7,14.29,0.47,11,8,7,2,1,0,4,2,2,0,0,1,2,1,14,5,2,0,0,-,8481065
 52,Hugh McGing,STL,L,5,41.9,0,0,0,0,0,0.00,4,0.00,0.5,5,4,4,2,0,0,0,0,0,0,0,2,1,3,6,3,3,1,6,14.29,8481070
 53,Rafael Harvey-Pinard,MTL,L,13,170.96666666667,0,4,4,0,4,57.14,11,0.00,2.28,25,20,19,14,1,4,2,1,1,0,0,1,3,1,14,5,11,0,1,0.00,8481093
-54,Jake Christiansen,CBJ,D,1,21.116666666667,0,0,0,0,0,-,0,-,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,4,0,0,-,8481161
+54,Jake Christiansen,CBJ,D,2,37.066666666667,0,0,0,0,0,0.00,0,-,0.01,1,1,0,0,0,1,0,0,0,0,0,0,0,0,1,1,6,0,0,-,8481161
 55,Brayden Pachal,VGK,D,16,236.7,1,0,0,0,1,16.67,17,5.88,0.59,42,22,10,3,1,3,10,5,5,0,0,3,6,2,41,18,23,0,0,-,8481167
-56,Egor Zamula,PHI,D,27,423.18333333333,3,5,1,4,8,29.63,23,13.04,0.7,56,28,17,1,1,4,18,9,9,0,0,2,11,5,10,21,33,0,0,-,8481178
+56,Egor Zamula,PHI,D,28,439.6,3,5,1,4,8,29.63,25,12.00,0.73,60,30,17,1,1,4,20,10,10,0,0,2,11,6,10,21,34,0,0,-,8481178
 57,John Ludvig,PIT,D,19,212.4,0,1,1,0,1,25.00,12,0.00,0.58,25,18,9,1,0,6,23,7,4,3,0,5,6,2,33,20,22,0,0,-,8481206
 58,Samuel Fagemo,NSH,L,4,39.283333333333,1,0,0,0,1,50.00,7,14.29,0.45,8,7,4,2,0,0,0,0,0,0,0,0,1,0,1,1,3,0,1,0.00,8481239
 59,Kaedan Korczak,VGK,D,15,247.33333333333,1,6,2,4,7,46.67,16,6.25,0.6,45,24,13,0,1,6,4,2,2,0,0,1,8,4,22,20,22,0,0,-,8481527
 60,Raphael Lavoie,EDM,C,7,51,0,0,0,0,0,-,4,0.00,0.3,9,6,7,2,0,1,2,1,1,0,0,0,0,1,11,3,1,0,2,0.00,8481534
 61,Nikita Okhotiuk,S.J,D,27,472.71666666667,0,6,4,2,6,46.15,28,0.00,1.54,77,50,21,3,2,8,36,10,8,0,2,1,15,9,61,29,53,0,0,-,8481537
-62,Samuel Bolduc,NYI,D,26,328.1,1,2,0,2,3,27.27,23,4.35,0.77,54,41,16,2,2,6,4,2,2,0,0,1,7,1,29,21,28,0,0,-,8481541
-63,Bobby Brink,PHI,R,31,465.18333333333,7,11,9,2,18,62.07,45,15.56,5.74,90,64,52,24,2,14,6,3,3,0,0,10,9,6,5,29,12,1,2,33.33,8481553
+62,Samuel Bolduc,NYI,D,27,344.13333333333,1,2,0,2,3,25.00,24,4.17,0.8,57,42,16,2,2,7,4,2,2,0,0,1,7,1,29,25,32,0,0,-,8481541
+63,Bobby Brink,PHI,R,32,482.63333333333,7,11,9,2,18,62.07,47,14.89,6.05,92,66,53,25,2,14,6,3,3,0,0,11,10,6,6,30,12,1,2,33.33,8481553
 64,John Beecher,BOS,C,34,360.51666666667,4,2,2,0,6,66.67,25,16.00,2.16,36,30,17,12,2,1,15,6,5,1,0,3,5,10,55,28,23,183,156,53.98,8481556
-65,Henry Thrun,S.J,D,12,219.13333333333,0,2,1,1,2,33.33,15,0.00,0.34,26,18,5,1,1,2,4,2,2,0,0,0,4,3,6,9,16,0,0,-,8481567
-66,Alex Vlasic,CHI,D,30,610.88333333333,1,7,4,3,8,28.57,31,3.23,1.69,67,45,18,5,4,3,8,4,4,0,0,3,21,25,19,33,60,0,0,-,8481568
+65,Henry Thrun,S.J,D,13,237.06666666667,0,2,1,1,2,33.33,17,0.00,0.43,29,20,7,1,1,2,4,2,2,0,0,0,4,5,6,9,18,0,0,-,8481567
+66,Alex Vlasic,CHI,D,31,633.91666666667,1,7,4,3,8,28.57,31,3.23,1.71,69,46,18,5,4,4,8,4,4,0,0,3,21,26,19,34,63,0,0,-,8481568
 67,Philip Broberg,EDM,D,10,105.26666666667,0,0,0,0,0,0.00,4,0.00,0.18,10,6,3,1,0,1,0,0,0,0,0,0,2,2,3,14,7,0,0,-,8481598
-68,Simon Holmstrom,NYI,R,35,465.88333333333,10,4,4,0,14,60.87,35,28.57,4.41,69,54,41,23,7,2,10,5,5,0,0,4,14,24,5,18,22,2,5,28.57,8481601
+68,Simon Holmstrom,NYI,R,36,479.41666666667,11,4,4,0,15,62.50,36,30.56,4.43,70,55,41,23,7,2,10,5,5,0,0,4,14,24,5,18,22,2,5,28.57,8481601
 69,Pavel Dorofeyev,VGK,L,18,232.93333333333,3,5,5,0,8,57.14,35,8.57,4.64,58,49,38,23,2,10,2,1,1,0,0,1,3,5,4,12,11,0,0,-,8481604
 70,Jackson LaCombe,ANA,D,34,664.3,0,4,3,1,4,36.36,33,0.00,1.67,62,44,24,4,1,5,12,6,6,0,0,3,15,13,25,37,62,0,0,-,8481605
-71,Jordan Spence,L.A,D,32,487.71666666667,0,12,6,6,12,35.29,39,0.00,1.97,116,58,44,9,0,18,2,1,1,0,0,0,14,3,28,41,24,0,0,-,8481606
-72,Valtteri Puustinen,PIT,R,10,133.11666666667,1,6,3,3,7,63.64,21,4.76,2,32,26,15,4,0,4,2,1,1,0,0,0,3,2,5,5,9,0,2,0.00,8481703
-73,Juuso Parssinen,NSH,C,35,521.83333333333,6,3,0,3,9,42.86,45,13.33,6.84,79,60,55,32,6,6,8,4,4,0,0,16,15,11,32,26,12,69,115,37.50,8481704
+71,Jordan Spence,L.A,D,33,503.5,0,12,6,6,12,35.29,41,0.00,2.01,120,60,46,9,0,19,2,1,1,0,0,0,14,3,30,41,26,0,0,-,8481606
+72,Valtteri Puustinen,PIT,R,11,140.73333333333,1,6,3,3,7,63.64,21,4.76,2,32,26,15,4,0,4,4,2,2,0,0,0,3,3,6,5,9,0,2,0.00,8481703
+73,Juuso Parssinen,NSH,C,36,538.41666666667,6,3,0,3,9,42.86,46,13.04,6.97,81,61,56,32,6,6,10,5,5,0,0,16,15,11,32,28,13,73,117,38.42,8481704
 74,Adam Edstrom,NYR,C,1,9.65,1,0,0,0,1,100.00,3,33.33,0.49,3,3,3,1,0,0,0,0,0,0,0,1,1,1,2,1,0,0,0,-,8481726
 75,Marc Del Gaizo,NSH,D,5,81.833333333333,0,3,0,3,3,60.00,3,0.00,0.21,14,7,6,2,2,0,2,1,1,0,0,1,1,2,8,5,7,0,0,-,8481743
 76,Lukas Rousek,BUF,R,5,56.133333333333,0,0,0,0,0,0.00,1,0.00,0.16,4,3,3,1,0,0,0,0,0,0,0,0,0,1,1,5,3,0,0,-,8481751
 77,Tye Kartye,SEA,L,37,453.01666666667,6,6,4,2,12,75.00,66,9.09,7.07,127,99,71,37,5,8,27,8,6,1,1,8,3,14,63,29,12,5,6,45.45,8481789
-78,Louis Crevier,CHI,D,12,193.6,0,3,1,2,3,50.00,6,0.00,0.17,19,9,3,0,0,2,4,2,2,0,0,0,5,4,9,16,25,0,0,-,8481806
+78,Louis Crevier,CHI,D,13,209.85,0,3,1,2,3,50.00,8,0.00,0.2,21,11,3,0,0,2,4,2,2,0,0,0,5,4,11,17,28,0,0,-,8481806
 79,Brandon Biro,BUF,L,5,54.216666666667,2,0,0,0,2,66.67,2,100.00,1.03,4,3,2,2,0,0,0,0,0,0,0,0,2,0,0,6,2,11,12,47.83,8482061
 80,Mitchell Chaffee,T.B,R,1,6.9333333333333,0,0,0,0,0,-,0,-,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,2,1,1,0,0,-,8482070
-81,Connor Zary,CGY,C,26,404.06666666667,7,10,5,5,17,65.38,31,22.58,4.15,62,44,35,23,1,7,8,4,4,0,0,9,12,4,6,23,8,4,12,25.00,8482074
+81,Connor Zary,CGY,C,27,417.41666666667,7,10,5,5,17,65.38,31,22.58,4.15,62,44,35,23,1,7,8,4,4,0,0,9,12,4,6,25,8,4,12,25.00,8482074
 82,Dylan Holloway,EDM,L,14,159.43333333333,1,0,0,0,1,33.33,23,4.35,2.81,44,35,27,17,2,5,13,5,4,1,0,6,5,7,26,19,8,7,6,53.85,8482077
-83,Marco Rossi,MIN,C,35,570.41666666667,11,11,6,5,22,75.86,71,15.49,8.79,120,100,79,43,5,10,33,11,9,1,1,15,11,13,5,24,16,124,173,41.75,8482079
-84,Kaiden Guhle,MTL,D,32,665.21666666667,2,7,4,3,9,31.03,48,4.17,2.42,98,65,28,6,1,3,27,12,11,1,0,8,22,12,49,55,86,0,0,-,8482087
-85,Ridly Greig,OTT,C,22,309.01666666667,4,7,6,1,11,44.00,29,13.79,3.04,49,36,24,15,0,4,25,11,10,1,0,8,8,8,33,26,8,81,116,41.12,8482092
+83,Marco Rossi,MIN,C,36,587,11,12,6,6,23,79.31,73,15.07,8.97,126,103,83,45,5,11,33,11,9,1,1,16,13,15,5,26,16,129,178,42.02,8482079
+84,Kaiden Guhle,MTL,D,33,684.5,3,7,4,3,10,32.26,49,6.12,2.48,100,66,30,6,1,3,27,12,11,1,0,8,22,12,49,55,91,0,0,-,8482087
+85,Ridly Greig,OTT,C,23,323.7,4,7,6,1,11,44.00,31,12.90,3.17,52,38,25,16,0,4,25,11,10,1,0,8,8,8,35,28,9,84,124,40.38,8482092
 86,Tyler Kleven,OTT,D,5,55.1,0,1,1,0,1,33.33,2,0.00,0.09,5,5,0,0,0,0,0,0,0,0,0,0,3,1,2,11,4,0,0,-,8482095
 87,Jack Quinn,BUF,R,6,100.26666666667,3,0,0,0,3,100.00,13,23.08,2.31,24,22,14,8,1,0,6,3,3,0,0,0,4,4,5,7,2,3,2,60.00,8482097
 88,Danil Gushchin,S.J,L,2,29.9,0,1,1,0,1,100.00,3,0.00,0.26,6,6,4,1,0,1,0,0,0,0,0,0,0,2,0,3,5,0,1,0.00,8482101
-89,Jake Sanderson,OTT,D,32,752.76666666667,5,14,5,9,19,45.24,58,8.62,3.91,125,85,32,3,2,5,11,4,3,1,0,4,24,11,19,55,68,0,0,-,8482105
-90,Justin Barron,MTL,D,33,644.41666666667,6,5,1,4,11,44.00,40,15.00,2.81,99,64,31,8,1,9,16,8,8,0,0,4,21,2,35,31,48,0,0,-,8482111
-91,Lukas Reichel,CHI,L,35,503.7,3,5,2,3,8,66.67,50,6.00,5.91,81,62,49,21,4,8,10,5,5,0,0,6,22,15,13,21,11,81,97,45.51,8482117
-92,Brock Faber,MIN,D,35,861.26666666667,2,14,7,7,16,38.10,46,4.35,2.65,124,68,40,5,0,9,12,6,6,0,0,3,18,6,24,45,61,0,0,-,8482122
+89,Jake Sanderson,OTT,D,33,772.83333333333,5,15,5,10,20,46.51,60,8.33,3.99,129,88,33,3,2,6,11,4,3,1,0,4,24,11,20,56,70,0,0,-,8482105
+90,Justin Barron,MTL,D,34,657.21666666667,6,5,1,4,11,44.00,41,14.63,2.92,102,67,33,8,1,9,16,8,8,0,0,4,23,3,35,31,48,0,0,-,8482111
+91,Lukas Reichel,CHI,L,36,517.06666666667,3,5,2,3,8,66.67,52,5.77,6.1,85,66,52,21,4,8,10,5,5,0,0,6,22,16,13,21,11,81,97,45.51,8482117
+92,Brock Faber,MIN,D,36,887.68333333333,2,14,7,7,16,38.10,49,4.08,2.77,130,74,40,5,0,9,12,6,6,0,0,3,19,6,25,46,61,0,0,-,8482122
 93,Alexander Holtz,N.J,R,35,415.13333333333,8,7,3,4,15,68.18,55,14.55,5.33,114,82,55,21,3,11,8,3,3,0,0,2,12,6,17,27,6,0,5,0.00,8482125
 94,Thomas Bordeleau,S.J,C,6,78.7,1,1,0,1,2,100.00,7,14.29,0.5,9,8,5,2,0,1,4,2,2,0,0,0,0,0,3,4,5,29,24,54.72,8482133
-95,Luke Evangelista,NSH,R,36,495.8,5,12,9,3,17,58.62,66,7.58,7.5,102,81,64,32,3,11,12,5,5,0,0,6,25,19,13,44,14,1,2,33.33,8482146
-96,Hendrix Lapierre,WSH,C,17,169.1,2,3,0,3,5,71.43,18,11.11,1.46,31,27,15,5,2,1,0,0,0,0,0,1,4,5,2,9,8,35,41,46.05,8482148
-97,Cole Perfetti,WPG,C,35,502.23333333333,10,13,11,2,23,65.71,79,12.66,9.4,126,96,80,43,3,14,6,3,3,0,0,2,5,11,5,25,8,31,60,34.07,8482149
-98,Alex Laferriere,L.A,R,32,415.5,5,3,2,1,8,50.00,65,7.69,7.31,131,99,70,29,2,12,20,7,5,2,0,12,9,11,28,41,10,2,4,33.33,8482155
-99,Will Cuylle,NYR,L,35,393.6,7,2,1,1,9,60.00,51,13.73,6.07,90,69,55,24,4,12,36,11,8,2,1,7,5,3,88,32,10,2,8,20.00,8482157
-100,Tyson Foerster,PHI,R,35,590.96666666667,5,9,5,4,14,42.42,74,6.76,8.17,139,108,81,37,5,9,10,5,5,0,0,9,4,20,26,34,22,0,1,0.00,8482159
+95,Luke Evangelista,NSH,R,37,509.13333333333,6,12,9,3,18,60.00,69,8.70,7.84,107,86,66,32,3,11,12,5,5,0,0,6,25,19,13,45,14,1,2,33.33,8482146
+96,Hendrix Lapierre,WSH,C,18,177.55,2,4,0,4,6,75.00,18,11.11,1.57,32,28,16,6,2,1,0,0,0,0,0,1,4,5,2,9,8,35,41,46.05,8482148
+97,Cole Perfetti,WPG,C,36,518.65,10,14,12,2,24,66.67,82,12.20,9.98,135,103,86,46,3,16,6,3,3,0,0,2,6,11,5,25,8,31,61,33.70,8482149
+98,Alex Laferriere,L.A,R,33,426.05,5,3,2,1,8,50.00,65,7.69,7.34,134,100,72,29,2,12,22,8,6,2,0,12,9,11,30,43,10,2,4,33.33,8482155
+99,Will Cuylle,NYR,L,36,405.93333333333,7,2,1,1,9,60.00,51,13.73,6.07,91,69,55,24,4,12,36,11,8,2,1,7,5,3,90,32,11,2,8,20.00,8482157
+100,Tyson Foerster,PHI,R,36,610.85,5,9,5,4,14,42.42,77,6.49,8.33,143,111,83,37,5,9,12,6,6,0,0,9,4,20,27,34,22,0,1,0.00,8482159
 101,Roby Jarventie,OTT,L,7,52.65,0,1,0,1,1,100.00,5,0.00,0.67,8,6,5,4,0,1,4,2,2,0,0,0,3,1,4,4,6,11,24,31.43,8482162
 102,JJ Peterka,BUF,R,38,623.66666666667,12,13,4,9,25,73.53,104,11.54,9.69,189,144,94,34,9,14,10,5,5,0,0,15,8,17,8,42,10,2,8,20.00,8482175
 103,Wyatt Kaiser,CHI,D,23,383.36666666667,0,4,0,4,4,26.67,10,0.00,0.4,36,17,13,0,2,6,20,10,10,0,0,5,17,5,15,27,29,0,0,-,8482176
@@ -110,35 +110,35 @@
 108,Nils Aman,VAN,C,14,148.93333333333,2,2,1,1,4,66.67,7,28.57,0.82,12,9,10,8,1,1,0,0,0,0,0,1,0,2,4,11,9,33,34,49.25,8482496
 109,Matthew Kessel,STL,D,1,14.533333333333,0,0,0,0,0,-,1,0.00,0,2,1,1,0,0,0,0,0,0,0,0,0,0,0,0,1,2,0,0,-,8482516
 110,Walker Duehr,CGY,R,16,129.03333333333,1,3,2,1,4,80.00,9,11.11,0.96,21,17,13,8,0,3,2,1,1,0,0,0,3,1,22,5,3,1,2,33.33,8482652
-111,Kent Johnson,CBJ,C,22,295.51666666667,5,7,3,4,12,70.59,31,16.13,3.05,54,39,21,7,0,5,0,0,0,0,0,0,4,11,2,11,12,4,7,36.36,8482660
+111,Kent Johnson,CBJ,C,23,310.58333333333,6,7,3,4,13,72.22,33,18.18,3.34,57,42,23,8,0,5,0,0,0,0,0,0,4,11,2,11,12,4,7,36.36,8482660
 112,Matty Beniers,SEA,C,38,693.98333333333,5,13,10,3,18,69.23,70,7.14,6.85,146,94,82,37,8,16,8,4,4,0,0,12,17,23,16,62,19,239,290,45.18,8482665
-113,William Eklund,S.J,L,36,658.83333333333,7,9,5,4,16,51.61,59,11.86,8.6,113,85,78,33,5,16,16,8,8,0,0,10,12,13,12,17,32,10,23,30.30,8482667
+113,William Eklund,S.J,L,37,675.03333333333,7,9,5,4,16,51.61,60,11.67,8.69,117,87,79,33,5,16,18,9,9,0,0,10,12,13,12,19,35,10,23,30.30,8482667
 114,Owen Power,BUF,D,38,856.45,2,14,9,5,16,35.56,54,3.70,3.33,107,77,39,12,2,14,6,3,3,0,0,1,22,11,17,51,58,0,0,-,8482671
 115,Matt Coronato,CGY,R,11,152.43333333333,1,1,1,0,2,40.00,24,4.17,3.01,48,42,21,10,0,5,4,2,2,0,0,2,3,2,1,9,0,1,7,12.50,8482679
 116,Luke Hughes,N.J,D,35,699.6,7,14,5,9,21,40.38,56,12.50,3.13,161,86,49,5,3,15,12,6,6,0,0,10,28,17,10,38,19,0,0,-,8482684
 117,Oskar Olausson,COL,R,1,11.833333333333,0,0,0,0,0,-,2,0.00,0.04,2,2,0,0,0,0,0,0,0,0,0,0,0,0,1,2,2,0,0,-,8482712
 118,Mackie Samoskevich,FLA,R,3,37.7,0,0,0,0,0,-,5,0.00,0.54,10,8,6,3,1,1,0,0,0,0,0,0,3,1,1,5,2,0,1,0.00,8482713
-119,Matthew Knies,TOR,L,32,464.06666666667,8,6,4,2,14,58.33,45,17.78,6.14,77,67,52,33,7,7,21,9,8,1,0,7,11,17,58,39,11,0,0,-,8482720
-120,Wyatt Johnston,DAL,C,35,589.16666666667,9,12,9,3,21,80.77,81,11.11,10.45,155,118,96,47,6,12,18,9,9,0,0,7,16,13,20,31,18,117,127,47.95,8482740
+119,Matthew Knies,TOR,L,33,476.23333333333,8,6,4,2,14,58.33,45,17.78,6.14,77,67,52,33,7,7,21,9,8,1,0,9,11,17,58,40,11,0,1,0.00,8482720
+120,Wyatt Johnston,DAL,C,36,604.58333333333,10,13,10,3,23,82.14,82,12.20,10.66,158,120,99,48,6,13,18,9,9,0,0,8,17,14,21,31,18,120,131,47.81,8482740
 121,Mason McTavish,ANA,C,29,485.45,10,14,8,6,24,70.59,73,13.70,10.09,142,103,89,50,7,17,34,16,16,0,0,16,9,9,13,10,17,226,177,56.08,8482745
 122,Ryan Winterton,SEA,C,3,24.6,0,0,0,0,0,-,1,0.00,0.06,3,3,0,0,0,0,0,0,0,0,0,0,1,2,1,2,1,0,0,-,8482751
 123,Simon Edvinsson,DET,D,2,29.283333333333,0,1,1,0,1,50.00,1,0.00,0.07,4,2,2,0,0,0,2,1,1,0,0,0,1,0,3,5,0,0,0,-,8482762
 124,Isak Rosen,BUF,R,7,60.1,0,0,0,0,0,-,8,0.00,0.56,11,8,4,4,0,1,0,0,0,0,0,2,0,2,0,6,2,1,5,16.67,8482765
 125,Ryker Evans,SEA,D,9,161.71666666667,0,4,4,0,4,50.00,15,0.00,0.43,24,16,5,2,0,2,4,2,2,0,0,1,3,1,11,10,8,0,0,-,8482858
 126,Arber Xhekaj,MTL,D,17,250.66666666667,1,2,2,0,3,30.00,14,7.14,0.53,52,23,16,0,1,1,47,15,11,3,1,7,15,1,41,10,12,0,0,-,8482964
-127,Logan Cooley,ARI,C,35,566.95,3,15,11,4,18,58.06,53,5.66,6.62,113,84,61,25,3,7,10,5,5,0,0,16,19,12,14,55,14,122,168,42.07,8483431
-128,David Jiricek,CBJ,D,32,463.73333333333,1,8,4,4,9,52.94,26,3.85,1.02,66,43,18,3,1,2,18,9,9,0,0,2,11,8,16,39,37,0,0,-,8483460
-129,Kevin Korchinski,CHI,D,30,600.1,2,6,1,5,8,32.00,34,5.88,1.45,90,51,26,4,2,7,6,3,3,0,0,2,31,11,3,33,39,0,0,-,8483466
+127,Logan Cooley,ARI,C,36,581.53333333333,3,15,11,4,18,58.06,54,5.56,6.69,115,86,62,25,3,7,10,5,5,0,0,16,20,12,15,58,16,123,174,41.41,8483431
+128,David Jiricek,CBJ,D,33,482.21666666667,1,8,4,4,9,52.94,28,3.57,1.05,70,45,19,3,1,3,20,10,10,0,0,2,13,8,16,40,37,0,0,-,8483460
+129,Kevin Korchinski,CHI,D,31,622.46666666667,2,6,1,5,8,32.00,35,5.71,1.46,91,52,26,4,2,7,6,3,3,0,0,2,32,11,3,36,41,0,0,-,8483466
 130,Jiri Kulich,BUF,C,1,14.883333333333,0,0,0,0,0,-,1,0.00,0.02,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,3,0,0,1,0.00,8483468
 131,Pavel Mintyukov,ANA,D,36,661.55,2,16,8,8,18,48.65,57,3.51,4.03,110,73,42,14,2,17,16,7,7,0,0,6,12,7,46,17,39,0,0,-,8483490
 132,Simon Nemec,N.J,D,14,290.31666666667,1,4,3,1,5,38.46,22,4.55,1.46,58,32,22,7,4,10,2,1,1,0,0,2,3,4,4,12,21,0,0,-,8483495
 133,Matthew Poitras,BOS,C,27,380.8,5,8,4,4,13,76.47,38,13.16,3.71,69,45,43,19,3,5,6,3,3,0,0,13,13,18,10,33,15,99,126,44.00,8483505
 134,Matt Savoie,BUF,C,1,3.9166666666667,0,0,0,0,0,-,0,-,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,-,8483512
-135,Juraj Slafkovsky,MTL,L,36,584.16666666667,4,9,4,5,13,46.43,50,8.00,8.3,127,88,77,41,3,9,25,11,10,1,0,7,12,12,55,57,32,6,9,40.00,8483515
+135,Juraj Slafkovsky,MTL,L,37,603.4,4,10,5,5,14,45.16,51,7.84,8.62,131,91,80,43,3,9,25,11,10,1,0,7,13,13,57,57,33,6,9,40.00,8483515
 136,Shane Wright,SEA,C,3,29.383333333333,0,0,0,0,0,-,1,0.00,0.07,3,1,1,0,0,0,0,0,0,0,0,1,0,1,1,0,3,8,3,72.73,8483524
 137,Nick Blankenburg,CBJ,D,6,107.25,0,0,0,0,0,0.00,3,0.00,0.16,12,6,2,0,1,1,0,0,0,0,0,0,2,4,11,12,12,0,0,-,8483565
-138,Georgii Merkulov,BOS,C,2,23.683333333333,0,0,0,0,0,0.00,2,0.00,0.13,5,2,2,1,0,1,0,0,0,0,0,0,0,0,0,3,3,4,13,23.53,8483567
-139,Ben Meyers,COL,C,7,67.566666666667,1,0,0,0,1,100.00,5,20.00,0.7,11,8,6,2,0,2,0,0,0,0,0,0,1,1,9,6,0,6,2,75.00,8483570
+138,Georgii Merkulov,BOS,C,3,35.933333333333,0,0,0,0,0,0.00,3,0.00,0.19,6,3,3,1,0,1,0,0,0,0,0,0,0,0,2,4,4,6,21,22.22,8483567
+139,Ben Meyers,COL,C,8,77.5,1,0,0,0,1,50.00,6,16.67,0.72,14,10,7,3,0,2,0,0,0,0,0,0,1,1,10,6,0,7,3,70.00,8483570
 140,Milos Kelemen,ARI,L,10,76.816666666667,0,1,0,1,1,50.00,5,0.00,0.59,12,8,7,5,1,0,0,0,0,0,0,0,1,1,14,20,3,1,3,25.00,8483597
 141,Filip Roos,CHI,D,4,58.916666666667,0,0,0,0,0,0.00,2,0.00,0.02,7,4,0,0,0,1,0,0,0,0,0,0,2,0,7,1,2,0,0,-,8483619
 142,Akito Hirose,VAN,D,3,36.316666666667,0,0,0,0,0,0.00,0,-,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,3,4,5,0,0,-,8484254