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df_2023_small.csv

@@ -69,14 +69,14 @@
 67,68,7134,Tage Thompson,Tage,Thompson,47.7,22.0,7,"C,RW",BUF,0.97,,,,
 68,69,7886,Kevin Lankinen,Kevin,Lankinen,173.4,0.0,,G,VAN,0.55,,,,
 69,70,5853,Linus Ullmark,Linus,Ullmark,78.3,22.0,,G,OTT,0.88,,,,
-70,71,3737,Sidney Crosby,Sidney,Crosby,25.2,22.5,28,C,PIT,0.99,,,,
+70,71,3737,Sidney Crosby,Sidney,Crosby,25.2,22.5,28,C,PIT,1.0,,,,
 71,72,6941,Joey Daccord,Joey,Daccord,145.0,1.5,,G,SEA,0.77,,,,
 72,73,5370,Dougie Hamilton,Dougie,Hamilton,63.8,17.0,6,D,NJ,0.99,,,,
 73,74,7528,Nick Suzuki,Nick,Suzuki,114.2,4.5,7,C,MTL,0.91,,,,
 74,75,6062,Carter Verhaeghe,Carter,Verhaeghe,56.2,11.5,12,"C,LW",FLA,0.92,,,,
 75,76,7109,Auston Matthews,Auston,Matthews,4.1,52.0,49,C,TOR,1.0,,,,
 76,77,7147,Alex DeBrincat,Alex,DeBrincat,85.4,10.5,1,"LW,RW",DET,0.87,,,,
-77,78,5391,Rickard Rakell,Rickard,Rakell,167.1,0.0,,"C,LW,RW",PIT,0.74,,True,"C,LW",
+77,78,5391,Rickard Rakell,Rickard,Rakell,167.1,0.0,,"C,LW,RW",PIT,0.74,,True,"LW,C",
 78,79,5988,Bo Horvat,Bo,Horvat,147.2,2.0,1,C,NYI,0.74,,,,
 79,80,5697,Tomas Hertl,Tomas,Hertl,151.5,2.0,,"C,LW",VGK,0.81,,True,LW,
 80,81,4681,John Tavares,John,Tavares,98.6,7.0,8,C,TOR,0.92,,,,
@@ -93,7 +93,7 @@
 91,92,6005,Shea Theodore,Shea,Theodore,113.3,2.5,,D,VGK,0.94,,,,
 92,93,7124,Jakob Chychrun,Jakob,Chychrun,142.1,1.5,,D,WSH,0.9,,,,
 93,94,8649,Marco Rossi,Marco,Rossi,-,-,,C,MIN,0.41,,,,
-94,95,4969,Mikael Granlund,Mikael,Granlund,170.9,0.0,,"C,LW,RW",DAL,0.68,,True,LW,
+94,95,4969,Mikael Granlund,Mikael,Granlund,170.9,0.0,,"C,LW,RW",DAL,0.69,,True,LW,
 95,96,8303,Connor McMichael,Connor,McMichael,-,-,,"C,LW",WSH,0.5,,True,LW,
 96,97,5096,Zach Hyman,Zach,Hyman,22.6,29.5,26,"LW,RW",EDM,0.96,,,,
 97,98,8699,Will Cuylle,Will,Cuylle,-,-,,"LW,RW",NYR,0.29,,True,RW,
@@ -109,7 +109,7 @@
 107,108,7111,Pierre-Luc Dubois,Pierre-Luc,Dubois,176.1,1.0,3,"C,LW",WSH,0.5,,,,
 108,109,5161,Frederik Andersen,Frederik,Andersen,88.0,6.5,,G,CAR,0.68,,,,
 109,110,7429,Casey DeSmith,Casey,DeSmith,-,-,,G,DAL,0.12,,,,
-110,111,8369,Aliaksei Protas,Aliaksei,Protas,-,-,,"C,LW",WSH,0.51,,True,LW,
+110,111,8369,Aliaksei Protas,Aliaksei,Protas,-,-,,"C,LW",WSH,0.5,,True,LW,
 111,112,5382,Stefan Noesen,Stefan,Noesen,-,-,,"LW,RW",NJ,0.32,,,,
 112,113,4687,Nazem Kadri,Nazem,Kadri,153.9,3.0,,C,CGY,0.61,,,,
 113,114,7578,Fabian Zetterlund,Fabian,Zetterlund,-,-,,"LW,RW",SJ,0.26,,True,RW,
@@ -120,16 +120,16 @@
 118,119,8291,Spencer Knight,Spencer,Knight,178.1,0.0,,G,FLA,0.17,,,,
 119,120,6390,Jared McCann,Jared,McCann,154.7,1.5,,"C,LW",SEA,0.61,,,,
 120,121,8314,Pyotr Kochetkov,Pyotr,Kochetkov,92.4,7.0,,G,CAR,0.81,,,,
-121,122,4901,Sergei Bobrovsky,Sergei,Bobrovsky,40.3,15.0,9,G,FLA,0.98,,,,
-122,123,8652,Anton Lundell,Anton,Lundell,155.4,0.0,,"C,RW",FLA,0.35,,True,RW,
+121,122,8652,Anton Lundell,Anton,Lundell,155.4,0.0,,"C,RW",FLA,0.35,,True,RW,
+122,123,4901,Sergei Bobrovsky,Sergei,Bobrovsky,40.3,15.0,9,G,FLA,0.98,,,,
 123,124,7170,Joseph Woll,Joseph,Woll,94.7,9.5,,G,TOR,0.84,,,,
 124,125,30227,Matthew Knies,Matthew,Knies,164.7,0.0,,LW,TOR,0.51,,,,
 125,126,5985,Sean Monahan,Sean,Monahan,-,-,,C,CBJ,0.51,,,,
-126,127,8392,Dmitri Voronkov,Dmitri,Voronkov,-,-,,LW,CBJ,0.36,,,,
-127,128,6814,Anthony Cirelli,Anthony,Cirelli,-,-,,C,TB,0.5,,,,
-128,129,6425,Ryan Donato,Ryan,Donato,-,-,,"C,LW,RW",CHI,0.23,,True,"LW,RW",
-129,130,9232,Jaxson Stauber,Jaxson,Stauber,-,-,,G,UTA,0.01,,,,
-130,131,8357,Pavel Dorofeyev,Pavel,Dorofeyev,-,-,,"LW,RW",VGK,0.42,,True,RW,
+126,127,6814,Anthony Cirelli,Anthony,Cirelli,-,-,,C,TB,0.5,,,,
+127,128,8392,Dmitri Voronkov,Dmitri,Voronkov,-,-,,LW,CBJ,0.36,,,,
+128,129,6425,Ryan Donato,Ryan,Donato,-,-,,"C,LW,RW",CHI,0.24,,True,"LW,RW",
+129,130,8357,Pavel Dorofeyev,Pavel,Dorofeyev,-,-,,"LW,RW",VGK,0.43,,True,RW,
+130,131,9232,Jaxson Stauber,Jaxson,Stauber,-,-,,G,UTA,0.01,,,,
 131,132,7174,Adam Fox,Adam,Fox,36.5,21.5,10,D,NYR,0.99,,,,
 132,133,30139,Alex Laferriere,Alex,Laferriere,-,-,,RW,LA,0.2,,,,
 133,134,7545,Eeli Tolvanen,Eeli,Tolvanen,171.1,0.0,,"LW,RW",SEA,0.22,,,,
@@ -147,9 +147,9 @@
 145,146,6756,Jake DeBrusk,Jake,DeBrusk,140.6,1.0,,"LW,RW",VAN,0.38,,,,
 146,147,4519,Jamie Benn,Jamie,Benn,158.8,2.0,4,"C,LW",DAL,0.57,,True,C,
 147,148,6486,Igor Shesterkin,Igor,Shesterkin,17.3,35.0,18,G,NYR,0.99,,,,
-148,149,6887,Karel Vejmelka,Karel,Vejmelka,172.3,0.0,,G,UTA,0.28,,,,
-149,150,8722,Nico Daws,Nico,Daws,-,-,,G,NJ,0.02,,,,
-150,151,5364,Jonathan Huberdeau,Jonathan,Huberdeau,172.7,2.0,,"C,LW",CGY,0.45,,,,
+148,149,8722,Nico Daws,Nico,Daws,-,-,,G,NJ,0.02,,,,
+149,150,5364,Jonathan Huberdeau,Jonathan,Huberdeau,172.7,2.0,,"C,LW",CGY,0.45,,,,
+150,151,6887,Karel Vejmelka,Karel,Vejmelka,172.3,0.0,,G,UTA,0.28,,,,
 151,152,8296,Thomas Harley,Thomas,Harley,120.1,2.5,,D,DAL,0.84,,,,
 152,153,8033,Akira Schmid,Akira,Schmid,-,-,,G,VGK,0.01,,,,
 153,154,6039,Eric Comrie,Eric,Comrie,-,-,,G,WPG,0.02,,,,
@@ -158,7 +158,7 @@
 156,157,4854,Cam Talbot,Cam,Talbot,156.5,1.0,,G,DET,0.51,,,,
 157,158,5388,Vladislav Namestnikov,Vladislav,Namestnikov,-,-,,"C,LW",WPG,0.12,,,,
 158,159,5111,Louis Domingue,Louis,Domingue,-,-,,G,NYR,0.0,,,,
-159,160,30862,Jakub Dobes,Jakub,Dobes,-,-,,G,MTL,0.25,True,,,
+159,160,30862,Jakub Dobes,Jakub,Dobes,-,-,,G,MTL,0.24,True,,,
 160,161,6068,Oliver Bjorkstrand,Oliver,Bjorkstrand,175.2,0.0,,RW,SEA,0.14,,,,
 161,162,4002,Claude Giroux,Claude,Giroux,159.4,1.0,7,"C,LW,RW",OTT,0.62,,True,LW,
 162,163,5022,Calvin Pickard,Calvin,Pickard,172.8,0.0,,G,EDM,0.12,,,,
@@ -196,27 +196,27 @@
 194,195,30247,Yaniv Perets,Yaniv,Perets,-,-,,G,CAR,0.0,,,,
 195,196,7084,Charlie Lindgren,Charlie,Lindgren,161.3,1.0,,G,WSH,0.32,,,,
 196,197,8002,Martin Pospisil,Martin,Pospisil,169.7,0.0,,"C,RW",CGY,0.13,,,,
-197,198,7066,Mason Marchment,Mason,Marchment,167.1,1.0,,LW,DAL,0.32,,,,
-198,199,4990,Brock Nelson,Brock,Nelson,149.0,1.5,3,C,NYI,0.54,,True,,LW
+197,198,4990,Brock Nelson,Brock,Nelson,149.0,1.5,3,C,NYI,0.54,,True,,LW
+198,199,7066,Mason Marchment,Mason,Marchment,167.1,1.0,,LW,DAL,0.32,,,,
 199,200,5984,Elias Lindholm,Elias,Lindholm,135.5,1.5,,C,BOS,0.33,,,,
 200,201,30546,Adam Fantilli,Adam,Fantilli,170.0,0.0,,C,CBJ,0.33,,,,
 201,202,8478,Trent Miner,Trent,Miner,-,-,,G,COL,0.0,,,,
 202,203,6765,Brock Boeser,Brock,Boeser,72.7,9.0,2,RW,VAN,0.74,,,,
 203,204,5053,Bryan Rust,Bryan,Rust,140.0,1.5,,RW,PIT,0.45,,,,
-204,205,5753,Joonas Korpisalo,Joonas,Korpisalo,160.1,4.5,,G,BOS,0.12,,,,
-205,206,4921,Mats Zuccarello,Mats,Zuccarello,144.7,2.0,1,RW,MIN,0.57,,,,
+204,205,4921,Mats Zuccarello,Mats,Zuccarello,144.7,2.0,1,RW,MIN,0.57,,,,
+205,206,5753,Joonas Korpisalo,Joonas,Korpisalo,160.1,4.5,,G,BOS,0.12,,,,
 206,207,7520,Elias Pettersson,Elias,Pettersson,22.6,33.5,22,"C,LW",VAN,0.96,,,,
 207,208,6337,Pheonix Copley,Pheonix,Copley,172.9,0.0,,G,LA,0.01,,,,
 208,209,7535,Robert Thomas,Robert,Thomas,114.0,5.5,4,C,STL,0.7,,,,
 209,210,3980,Jordan Staal,Jordan,Staal,-,-,,C,CAR,0.1,,,,
-210,211,8040,Samuel Ersson,Samuel,Ersson,169.1,2.0,,G,PHI,0.23,,,,
-211,212,6726,Evan Rodrigues,Evan,Rodrigues,173.7,0.0,,"C,LW",FLA,0.05,,True,,RW
+210,211,6726,Evan Rodrigues,Evan,Rodrigues,173.7,0.0,,"C,LW",FLA,0.05,,True,,RW
+211,212,8040,Samuel Ersson,Samuel,Ersson,169.1,2.0,,G,PHI,0.23,,,,
 212,213,4471,Steven Stamkos,Steven,Stamkos,40.0,19.0,17,"C,LW,RW",NSH,0.89,,True,RW,
 213,214,5777,Colton Parayko,Colton,Parayko,173.1,0.0,,D,STL,0.77,,,,
 214,215,30548,Matvei Michkov,Matvei,Michkov,137.3,7.0,,RW,PHI,0.41,True,,,
 215,216,6764,Ilya Samsonov,Ilya,Samsonov,136.6,4.5,,G,VGK,0.48,,,,
 216,217,5769,Shayne Gostisbehere,Shayne,Gostisbehere,148.7,2.0,,D,CAR,0.54,,,,
-217,218,6080,Nicholas Paul,Nicholas,Paul,-,-,,"C,LW",TB,0.23,,,,
+217,218,6080,Nicholas Paul,Nicholas,Paul,-,-,,"C,LW",TB,0.22,,,,
 218,219,8004,Joel Hofer,Joel,Hofer,175.2,0.0,,G,STL,0.06,,,,
 219,220,5254,Dmitry Orlov,Dmitry,Orlov,176.2,0.0,,D,CAR,0.17,,,,
 220,221,5434,Adam Lowry,Adam,Lowry,-,-,,C,WPG,0.15,,,,
@@ -248,8 +248,8 @@
 246,247,6477,Kaapo Kahkonen,Kaapo,Kahkonen,-,-,,G,WPG,0.0,,,,
 247,248,7117,Mikhail Sergachev,Mikhail,Sergachev,86.4,7.0,3,D,UTA,0.93,,,,
 248,249,9269,Juraj Slafkovsky,Juraj,Slafkovsky,117.3,4.5,,"LW,RW",MTL,0.55,,True,RW,
-249,250,4240,Patrick Kane,Patrick,Kane,110.0,5.0,1,RW,DET,0.56,,,,
-250,251,5454,Jordan Binnington,Jordan,Binnington,102.6,6.0,,G,STL,0.81,,,,
+249,250,5454,Jordan Binnington,Jordan,Binnington,102.6,6.0,,G,STL,0.81,,,,
+250,251,4240,Patrick Kane,Patrick,Kane,110.0,5.0,1,RW,DET,0.56,,,,
 251,252,4263,Mikael Backlund,Mikael,Backlund,173.0,0.0,,"C,LW",CGY,0.11,,True,LW,
 252,253,6451,Jake Walman,Jake,Walman,170.6,0.0,,D,SJ,0.57,,,,
 253,254,8280,Kaapo Kakko,Kaapo,Kakko,-,-,,RW,SEA,0.09,,,,
@@ -285,7 +285,7 @@
 283,284,6406,Alex Nedeljkovic,Alex,Nedeljkovic,170.7,0.0,,G,PIT,0.22,,,,
 284,285,6891,Adam Gaudette,Adam,Gaudette,-,-,,"C,RW",OTT,0.01,,True,RW,
 285,286,7557,Eetu Luostarinen,Eetu,Luostarinen,-,-,,"C,LW",FLA,0.01,,,,
-286,287,8282,Bowen Byram,Bowen,Byram,168.1,1.0,,D,BUF,0.29,,,,
+286,287,8282,Bowen Byram,Bowen,Byram,168.1,1.0,,D,BUF,0.3,,,,
 287,288,5377,Joel Armia,Joel,Armia,-,-,,RW,MTL,0.02,,,,
 288,289,7903,Barrett Hayton,Barrett,Hayton,-,-,,C,UTA,0.16,,,,
 289,290,8884,Brandt Clarke,Brandt,Clarke,172.5,1.0,,D,LA,0.33,,,,
@@ -295,13 +295,13 @@
 293,294,7901,Jesperi Kotkaniemi,Jesperi,Kotkaniemi,-,-,,C,CAR,0.02,,,,
 294,295,5573,Ondrej Palat,Ondrej,Palat,-,-,,LW,NJ,0.01,,,,
 295,296,31751,Lane Hutson,Lane,Hutson,170.3,1.0,,D,MTL,0.69,,,,
-296,297,5039,Radko Gudas,Radko,Gudas,164.7,1.0,,D,ANA,0.35,,,,
-297,298,5983,Seth Jones,Seth,Jones,154.4,1.0,,D,CHI,0.67,,,,
+296,297,5983,Seth Jones,Seth,Jones,154.4,1.0,,D,CHI,0.67,,,,
+297,298,5039,Radko Gudas,Radko,Gudas,164.7,1.0,,D,ANA,0.35,,,,
 298,299,4369,James Reimer,James,Reimer,-,-,,G,BUF,0.01,,,,
 299,300,6405,Thatcher Demko,Thatcher,Demko,68.0,10.0,3,G,VAN,0.83,,,,
 300,301,6785,Erik Cernak,Erik,Cernak,-,-,,D,TB,0.09,,,,
 301,302,7224,Ross Colton,Ross,Colton,-,-,,"C,LW",COL,0.09,,,,
-302,303,30154,Jackson LaCombe,Jackson,LaCombe,-,-,,D,ANA,0.31,,,,
+302,303,30154,Jackson LaCombe,Jackson,LaCombe,-,-,,D,ANA,0.3,,,,
 303,304,4786,Ryan O'Reilly,Ryan,O'Reilly,162.5,1.0,,C,NSH,0.36,,,,
 304,305,30075,Brock Faber,Brock,Faber,99.4,4.0,,D,MIN,0.71,,,,
 305,306,5765,Esa Lindell,Esa,Lindell,-,-,,D,DAL,0.19,,,,
@@ -350,8 +350,8 @@
 348,349,6383,Travis Sanheim,Travis,Sanheim,169.2,1.0,,D,PHI,0.61,,,,
 349,350,6643,Darren Raddysh,Darren,Raddysh,-,-,,D,TB,0.17,,,,
 350,351,7213,Brandon Duhaime,Brandon,Duhaime,-,-,,RW,WSH,0.01,,True,,LW
-351,352,6798,Vince Dunn,Vince,Dunn,109.2,4.5,,D,SEA,0.8,,,,
-352,353,5414,Joel Edmundson,Joel,Edmundson,-,-,,D,LA,0.01,,,,
+351,352,5414,Joel Edmundson,Joel,Edmundson,-,-,,D,LA,0.01,,,,
+352,353,6798,Vince Dunn,Vince,Dunn,109.2,4.5,,D,SEA,0.8,,,,
 353,354,8373,Jordan Spence,Jordan,Spence,-,-,,D,LA,0.01,,,,
 354,355,30522,Mackie Samoskevich,Mackie,Samoskevich,-,-,,RW,FLA,0.01,,True,RW,C
 355,356,7962,Justus Annunen,Justus,Annunen,154.6,2.0,,G,NSH,0.07,,,,
@@ -395,7 +395,7 @@
 393,394,8882,Simon Edvinsson,Simon,Edvinsson,-,-,,D,DET,0.05,,,,
 394,395,7123,Luke Kunin,Luke,Kunin,-,-,,"C,LW,RW",SJ,0.02,,True,"LW,RW",
 395,396,5421,William Karlsson,William,Karlsson,167.5,0.0,,C,VGK,0.15,,,,
-396,397,8902,Zachary L'Heureux,Zachary,L'Heureux,-,-,,LW,NSH,0.02,,,,
+396,397,8902,Zachary L'Heureux,Zachary,L'Heureux,-,-,,LW,NSH,0.01,,,,
 397,398,7524,Michael Rasmussen,Michael,Rasmussen,-,-,,"C,LW",DET,0.0,,,,
 398,399,6749,Ivan Provorov,Ivan,Provorov,-,-,,D,CBJ,0.12,,,,
 399,400,6009,Ryan Hartman,Ryan,Hartman,170.1,0.0,,"C,RW",MIN,0.03,,,,
@@ -426,7 +426,7 @@
 424,425,7589,Johnathan Kovacevic,Johnathan,Kovacevic,-,-,,D,NJ,0.03,,,,
 425,426,5238,Adam Henrique,Adam,Henrique,168.8,0.0,,"C,LW",EDM,0.03,,,,
 426,427,4252,Lars Eller,Lars,Eller,-,-,,C,WSH,0.01,,,,
-427,428,8281,Kirby Dach,Kirby,Dach,-,-,,"C,RW",MTL,0.09,,True,RW,
+427,428,8281,Kirby Dach,Kirby,Dach,-,-,,"C,RW",MTL,0.08,,True,RW,
 428,429,6795,Rasmus Andersson,Rasmus,Andersson,142.4,1.0,,D,CGY,0.71,,,,
 429,430,6901,Vladislav Gavrikov,Vladislav,Gavrikov,-,-,,D,LA,0.05,,,,
 430,431,5010,Justin Faulk,Justin,Faulk,162.4,6.0,,D,STL,0.16,,,,
@@ -778,9 +778,9 @@
 776,777,5904,Kurtis MacDermid,Kurtis,MacDermid,-,-,,D,NJ,0.0,,,,
 777,778,6775,Mitchell Stephens,Mitchell,Stephens,-,-,,C,SEA,0.0,,,,
 778,779,5121,Kevin Gravel,Kevin,Gravel,-,-,,D,NSH,0.0,,,,
-779,780,5281,Tyson Barrie,Tyson,Barrie,-,-,,D,CGY,0.0,,,,
-780,781,7969,Jordan Harris,Jordan,Harris,-,-,,D,CBJ,0.0,,,,
-781,782,9280,Denton Mateychuk,Denton,Mateychuk,-,-,,D,CBJ,0.01,,,,
+779,780,9280,Denton Mateychuk,Denton,Mateychuk,-,-,,D,CBJ,0.01,,,,
+780,781,5281,Tyson Barrie,Tyson,Barrie,-,-,,D,CGY,0.0,,,,
+781,782,7969,Jordan Harris,Jordan,Harris,-,-,,D,CBJ,0.0,,,,
 782,783,9187,Callahan Burke,Callahan,Burke,-,-,,C,VGK,0.0,,,,
 783,784,7985,Linus Karlsson,Linus,Karlsson,-,-,,C,VAN,0.0,,,,
 784,785,7929,Alexander Alexeyev,Alexander,Alexeyev,-,-,,D,WSH,0.0,,,,
@@ -799,7 +799,7 @@
 797,798,9289,Owen Pickering,Owen,Pickering,-,-,,D,PIT,0.0,,,,
 798,799,7289,Rodrigo Abols,Rodrigo,Abols,-,-,,C,PHI,0.0,True,,,
 799,800,8330,Vladislav Kolyachonok,Vladislav,Kolyachonok,-,-,,D,PIT,0.0,,,,
-800,801,7950,Sean Durzi,Sean,Durzi,171.2,1.0,,D,UTA,0.16,,,,
+800,801,7950,Sean Durzi,Sean,Durzi,171.2,1.0,,D,UTA,0.17,,,,
 801,802,5950,Chad Ruhwedel,Chad,Ruhwedel,-,-,,D,NYR,0.0,,,,
 802,803,5203,Michael Sgarbossa,Michael,Sgarbossa,-,-,,C,WSH,0.0,,,,
 803,804,30948,Matt Stienburg,Matt,Stienburg,-,-,,C,COL,0.0,True,,,
@@ -1159,7 +1159,7 @@
 1157,1158,9430,Maksymilian Szuber,Maksymilian,Szuber,-,-,,D,UTA,0.0,,,,
 1158,1159,5363,Gabriel Landeskog,Gabriel,Landeskog,164.5,1.0,,LW,COL,0.24,,,,
 1159,1160,7435,Ben Gleason,Ben,Gleason,-,-,,D,EDM,0.0,,,,
-1160,1161,5405,Boone Jenner,Boone,Jenner,171.7,1.0,,"C,LW",CBJ,0.16,,,,
+1160,1161,5405,Boone Jenner,Boone,Jenner,171.7,1.0,,"C,LW",CBJ,0.17,,,,
 1161,1162,9549,Joseph Abate,Joseph,Abate,-,-,,LW,BOS,0.0,,,,
 1162,1163,7506,Calle Rosen,Calle,Rosen,-,-,,D,COL,0.0,,,,
 1163,1164,9555,Christoffer Sedoff,Christoffer,Sedoff,-,-,,D,VGK,0.0,,,,