Pittsburgh Penguins Game Notes
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NHL Playoffs PDF.Xlsx
Anaheim Ducks Boston Bruins POS PLAYER GP G A PTS +/- PIM POS PLAYER GP G A PTS +/- PIM F Ryan Getzlaf 74 15 58 73 7 49 F Brad Marchand 80 39 46 85 18 81 F Ryan Kesler 82 22 36 58 8 83 F David Pastrnak 75 34 36 70 11 34 F Corey Perry 82 19 34 53 2 76 F David Krejci 82 23 31 54 -12 26 F Rickard Rakell 71 33 18 51 10 12 F Patrice Bergeron 79 21 32 53 12 24 F Patrick Eaves~ 79 32 19 51 -2 24 D Torey Krug 81 8 43 51 -10 37 F Jakob Silfverberg 79 23 26 49 10 20 F Ryan Spooner 78 11 28 39 -8 14 D Cam Fowler 80 11 28 39 7 20 F David Backes 74 17 21 38 2 69 F Andrew Cogliano 82 16 19 35 11 26 D Zdeno Chara 75 10 19 29 18 59 F Antoine Vermette 72 9 19 28 -7 42 F Dominic Moore 82 11 14 25 2 44 F Nick Ritchie 77 14 14 28 4 62 F Drew Stafford~ 58 8 13 21 6 24 D Sami Vatanen 71 3 21 24 3 30 F Frank Vatrano 44 10 8 18 -3 14 D Hampus Lindholm 66 6 14 20 13 36 F Riley Nash 81 7 10 17 -1 14 D Josh Manson 82 5 12 17 14 82 D Brandon Carlo 82 6 10 16 9 59 F Ondrej Kase 53 5 10 15 -1 18 F Tim Schaller 59 7 7 14 -6 23 D Kevin Bieksa 81 3 11 14 0 63 F Austin Czarnik 49 5 8 13 -10 12 F Logan Shaw 55 3 7 10 3 10 D Kevan Miller 58 3 10 13 1 50 D Shea Theodore 34 2 7 9 -6 28 D Colin Miller 61 6 7 13 0 55 D Korbinian Holzer 32 2 5 7 0 23 D Adam McQuaid 77 2 8 10 4 71 F Chris Wagner 43 6 1 7 2 6 F Matt Beleskey 49 3 5 8 -10 47 D Brandon Montour 27 2 4 6 11 14 F Noel Acciari 29 2 3 5 3 16 D Clayton Stoner 14 1 2 3 0 28 D John-Michael Liles 36 0 5 5 1 4 F Ryan Garbutt 27 2 1 3 -3 20 F Jimmy Hayes 58 2 3 5 -3 29 F Jared Boll 51 0 3 3 -3 87 F Peter Cehlarik 11 0 2 2 -
Winnipeg Jets Vs. Montreal Canadiens
WINNIPEG JETS VS. MONTREAL CANADIENS LINE-UP CARD SUNDAY, OCTOBER 9, 2011 4:00PM – MTS CENTRE WINNIPEG JETS MONTREAL CANADIENS # Goaltender POS # Goaltender POS 31 Ondrej Pavelec G 30 Peter Budaj G 50 Chris Mason G 31 Carey Price G # Player POS # Player POS 4 Zach Bogosian D 5 Jaroslav Spacek D 5 Mark Stuart D 11 Scott Gomez C 6 Ron Hainsey D 13 Michael Cammalleri LW 7 Derek Meech D 14 Tomas Plekanec C 8 Alexander Burmistrov C 15 Blair Betts C 9 Evander Kane LW 17 Chris Campoli D 12 Randy Jones D 21 Brian Gionta ( C ) RW 13 Kyle Wellwood C 26 Josh Georges D 14 Tim Stapleton C 32 Travis Moen LW 15 Tanner Glass LW 46 Andrei Kostitsyn LW 16 Andrew Ladd ( C ) LW 51 David Desharnais C 18 Bryan Little C 52 Mathieu Darche LW 19 Jim Slater C 61 Raphael Diaz D 22 Chris Thorburn RW 63 Andreas Engqvist C 25 Brett MacLean LW 67 Max Pacioretty D 26 Blake Wheeler RW 68 Yannick Weber D 29 Johnny Oduya D 72 Erik Cole LW 33 Dustin Byfuglien ( A ) D 74 Alexei Emelin D 39 Tobias Enstrom ( A ) D 75 Hal Gill ( A ) D 55 Mark Scheifele C 76 P.K. Subban D 80 Nik Antropov C General Manager Kevin Cheveldayoff General Manager Pierre Gauthier Assistant General Manager Craig Heisinger Spec. Adv. To GM Bob Gainey Assistant to General Manager Larry Simmons Assistant GM Larry Carriere Head Coach Claude Noel Head Coach Jacques Martin Assistant Coach Charlie Huddy Assistant Coach Perry Pearn Goaltending Coach Wade Flaherty Assistant Coach Randy Cunneyworth Video Coach Tony Borgford Assistant Coach Randy Ladouceur Manager, Hockey Operations Ryan Bowness Assistant Coaches Pierre Groulx AHL Affiliation St. -
Boston Bruins Game Notes
Boston Bruins Game Notes Sat, Dec 21, 2019 NHL Game #555 Boston Bruins 21 - 7 - 8 (50 pts) Nashville Predators 16 - 12 - 6 (38 pts) Team Game: 37 12 - 1 - 7 (Home) Team Game: 35 9 - 6 - 4 (Home) Home Game: 21 9 - 6 - 1 (Road) Road Game: 16 7 - 6 - 2 (Road) # Goalie GP W L OT GAA SV% # Goalie GP W L OT GAA SV% 40 Tuukka Rask 22 13 4 5 2.29 .922 35 Pekka Rinne 19 11 5 3 2.99 .894 41 Jaroslav Halak 14 8 3 3 2.26 .928 74 Juuse Saros 18 5 7 3 3.09 .894 # P Player GP G A P +/- PIM # P Player GP G A P +/- PIM 10 L Anders Bjork 28 5 5 10 3 2 4 D Ryan Ellis 34 5 22 27 14 13 13 C Charlie Coyle 36 6 11 17 2 10 5 D Dan Hamhuis 32 0 5 5 6 19 14 R Chris Wagner 35 3 4 7 -5 15 7 D Yannick Weber 19 0 1 1 2 4 18 R Brett Ritchie 19 2 2 4 -4 19 8 C Kyle Turris 27 5 10 15 -3 8 20 C Joakim Nordstrom 25 3 1 4 -2 4 9 L Filip Forsberg 28 12 12 24 0 16 25 D Brandon Carlo 36 3 8 11 7 8 10 C Colton Sissons 34 7 6 13 1 10 26 C Par Lindholm 20 1 0 1 2 4 13 C Nick Bonino 34 13 9 22 14 8 27 D John Moore 6 1 1 2 0 9 14 D Mattias Ekholm 33 5 13 18 2 12 33 D Zdeno Chara 36 5 8 13 18 32 15 R Craig Smith 34 5 8 13 11 24 37 C Patrice Bergeron 27 11 17 28 9 12 19 C Calle Jarnkrok 34 12 13 25 2 8 42 R David Backes 14 1 2 3 -2 16 23 R Rocco Grimaldi 31 6 11 17 8 4 43 C Danton Heinen 36 6 9 15 5 4 42 C Colin Blackwell 4 0 0 0 4 2 46 C David Krejci 30 7 17 24 15 6 51 L Austin Watson 34 5 6 11 2 42 47 D Torey Krug 31 5 19 24 3 12 52 D Matt Irwin 16 0 1 1 -5 9 48 D Matt Grzelcyk 36 2 7 9 0 16 57 D Dante Fabbro 34 3 5 8 2 26 52 C Sean Kuraly 36 3 8 11 0 18 59 D Roman Josi 34 11 20 -
Media Kit Bakersfield Condors Vs Ontario Reign Game #369: Friday
Media Kit Bakersfield Condors vs Ontario Reign Game #369: Friday, December 16, 2016 theahl.com Bakersfield Condors (10-8-2-0) vs. Ontario Reign (11-6-5-0) Dec 16, 2016 -- Citizens Business Bank Arena AHL Game #369 GOALIES GOALIES # Name Ht Wt GP W L OT SO GAA SV% # Name Ht Wt GP W L OT SO GAA SV% 31 Laurent Brossoit 6-3 202 13 6 6 1 2 2.23 0.927 1 Jack Campbell 6-3 195 13 8 3 2 1 2.91 0.895 34 Nick Ellis 6-1 180 8 4 2 1 0 2.39 0.931 36 Jack Flinn 6-8 233 5 1 2 1 0 3.41 0.874 SKATERS SKATERS # Name Pos Ht Wt GP G A Pts. PIM +/- # Name Pos Ht Wt GP G A Pts. PIM +/- 2 Mark Fraser D 6-3 220 20 0 1 1 38 0 2 Damir Sharipzianov D 6-2 205 9 0 0 0 23 -1 3 Dillon Simpson D 6-2 197 12 1 0 1 8 3 5 Vincent LoVerde D 5-11 205 22 5 11 16 13 0 5 Ben Betker D 6-6 225 15 1 2 3 10 2 6 Paul LaDue D 6-1 186 19 1 9 10 12 3 6 David Musil D 6-4 207 16 1 5 6 8 4 7 Brett Sutter C 6-0 192 21 4 5 9 15 4 7 Jujhar Khaira C 6-3 215 14 5 5 10 10 2 8 Zach Leslie D 6-0 175 20 3 6 9 13 -1 8 Griffin Reinhart D 6-4 212 10 0 2 2 15 7 9 Adrian Kempe LW 6-1 187 21 4 3 7 22 -5 11 Joey Benik LW 5-10 175 16 4 1 5 0 -6 10 Alex Lintuniemi D 6-2 214 12 0 2 2 2 -4 12 Ryan Hamilton LW 6-2 225 20 7 10 17 19 8 11 Patrick Bjorkstrand C 6-1 176 6 3 1 4 2 1 14 Kyle Platzer C 6-0 185 19 0 4 4 2 -4 14 Rob Scuderi D 6-0 218 6 0 1 1 4 -1 15 Jordan Oesterle D 6-0 182 8 3 2 5 0 2 15 Paul Bissonnette LW 6-2 216 16 0 3 3 31 3 17 Joey LaLeggia D 5-10 185 20 2 5 7 14 0 16 Sean Backman RW 5-8 165 22 4 9 13 6 -7 18 Josh Currie C 5-11 190 19 4 3 7 4 2 17 T.J. -
San Jose Barracuda Vs. Bakersfield Condors Game Notes
San Jose Barracuda vs. Bakersfield Condors Game Notes October 28, 2016 SAP Center - San Jose, CA Team Game #3 San Jose Barracuda 1-1-0-0 Bakersfield Condors 1-2-0-0 Team Game: 3 Home: 0-0-0-0 Team Game: 3 Home: 0-1-0-0 Home Game: 1 Road: 1-1-0-0 Road Game: 3 Road: 1-1-0-0 PP: 2/7 28.6% (5th) PK: 4/6 66.7% (28th) OT: 1-0 / SO: 0-0 PP: 3/13 15.4% (16th) PK: 9/13 69.2% (27th) OT: 0-0 / SO: 0-0 # Goalie GP W L OT GAA SV% # Goalie GP W L OT GAA SV% 1 TROY GROSENICK 1 0 1 0 3.23 .900 31 LAURENT BROSSOIT 1 0 1 0 2.05 .920 33 MANTAS ARMALIS 1 1 0 0 3.66 .778 34 NICK ELLIS 2 1 1 0 2.53 .925 # P Player GP G A P +/- PIM # P Player GP G A P +/- PIM 17 F JOHN MCCARTHY 2 0 0 0 0 0 2 D MARK FRASER 3 0 1 1 0 14 20 F MARCUS SORENSEN 2 1 1 2 +2 0 3 D DILLON SIMPSON 3 0 0 0 +1 2 23 F BARCLAY GOODROW 2 1 0 1 -1 0 5 D BEN BETKER 0 0 0 0 0 0 28 F TIMO MEIER 0 0 0 0 0 0 6 D DAVID MUSIL 1 0 1 1 -1 0 40 F RYAN CARPENTER 1 0 0 0 +1 0 7 F JUJHAR KHAIRA 2 3 1 4 +2 0 41 D MIRCO MUELLER 2 0 0 0 -1 2 8 D GRIFFIN REINHART 3 0 0 0 +2 11 43 F COLIN BLACKWELL 2 0 1 1 -2 0 11 F KRIS NEWBURY 2 0 0 0 0 4 43 D DAN KELLY 0 0 0 0 0 0 12 F RYAN HAMILTON 3 0 2 2 +1 2 47 D JOAKIM RYAN 2 1 1 2 -1 4 14 F KYLE PLATZER 3 0 1 1 0 0 51 D PATRICK MCNALLY 2 0 0 0 +1 0 15 D JORDAN OESTERLE 3 0 0 0 +2 0 52 F ADAM HELEWKA 0 0 0 0 0 0 17 D JOEY LALEGGIA 3 0 1 1 0 0 53 F NIKITA JEVPALOVS 2 0 0 0 +1 0 18 F JOSH CURRIE 2 0 0 0 0 0 56 F ALEX SCHOENBORN 1 0 0 0 0 0 19 F ZACH POCHIRO 3 0 0 0 0 8 60 C ROURKE CHARTIER 2 0 0 0 -1 0 20 F MITCH MOROZ 0 0 0 0 0 0 62 RW KEVIN LABANC 2 1 1 2 +1 0 21 F JOEY -
Set Checklist 2020-21 Upper Deck MVP Hockey Checklist
www.kartickarna.cz +420 606 780 400 Prodejna: Zavadilova 9, Praha 6 24 Andrew Shaw - Chicago Blackhawks Set Checklist 25 Alexander Radulov - Dallas Stars 26 Mikko Rantanen - Colorado Avalanche 27 Mark Scheifele - Winnipeg Jets 2020-21 Upper Deck MVP 28 Nicklas Backstrom - Washington Capitals Hockey Checklist 29 Viktor Arvidsson - Nashville Predators 30 Charlie McAvoy - Boston Bruins 31 Patric Hornqvist - Pittsburgh Penguins 32 Josh Bailey - New York Islanders 33 Dougie Hamilton - Carolina Hurricanes Base Set Checklist 34 Morgan Rielly - Toronto Maple Leafs 250 cards. 35 Artem Anisimov - Ottawa Senators Short Print SP odds - 1:2 Hobby/ePack; 1:4 36 Ryan Getzlaf - Anaheim Ducks Retail/Blaster; 4:3 Fat;, 1:5 Pack Wars. 37 Drew Doughty - Los Angeles Kings PARALLEL CARDS: Gold Script (1 per Blaster), Silver 38 Danny DeKeyser - Detroit Red Wings Script (1:3.3 H/e, 1:7 R/B, 3:4 Fat, 1:7 PW), Super 39 Ryan Nugent-Hopkins - Edmonton Oilers Script #/25 (Hobby/ePack), Super Script Black #/5 40 Bo Horvat - Vancouver Canucks (Hobby), Printing Plates 1/1 (Hobby/ePack). 41 Anders Lee - New York Islanders 42 J.T. Miller - Vancouver Canucks 43 Marcus Johansson - Buffalo Sabres 44 Anthony Beauvillier - New York Islanders 45 Anze Kopitar - Los Angeles Kings 46 Sean Couturier - Philadelphia Flyers 47 Erik Gustafsson - Calgary Flames 48 Brady Tkachuk - Ottawa Senators 49 Eric Staal - Minnesota Wild 50 Teuvo Teravainen - Carolina Hurricanes 51 Matt Duchene - Nashville Predators 52 William Karlsson - Vegas Golden Knights 53 Dustin Brown - Los Angeles Kings -
Islanders 2 - 2 Team Game: 5 1 - 1 (Home) Team Game: 5 1 - 1 (Home) Home Game: 3 1 - 1 (Road) Road Game: 3 1 - 1 (Road)
Pittsburgh Penguins Playoff Game Notes Mon, May 24, 2021 Round 1 Game 5 Pittsburgh Penguins 2 - 2 New York Islanders 2 - 2 Team Game: 5 1 - 1 (Home) Team Game: 5 1 - 1 (Home) Home Game: 3 1 - 1 (Road) Road Game: 3 1 - 1 (Road) # Goalie GP W L OT GAA SV% # Goalie GP W L OT GAA SV% 1 Casey DeSmith - - - - - - 30 Ilya Sorokin 2 2 0 0 1.76 .944 31 Maxime Lagace - - - - - - 35 Cory Schneider - - - - - - 33 Alex D'Orio - - - - - - 40 Semyon Varlamov 2 0 2 0 3.61 .903 35 Tristan Jarry 4 2 2 0 3.04 .904 60 Emil Larmi - - - - - - # P Player GP G A P +/- PIM # P Player GP G A P +/- PIM 2 D Chad Ruhwedel - - - - - - 2 D Nick Leddy 4 0 1 1 1 2 3 D Yannick Weber - - - - - - 3 D Adam Pelech 4 0 0 0 -2 2 4 D Cody Ceci 4 0 1 1 0 0 4 D Andy Greene 4 0 0 0 1 2 5 D Mike Matheson 4 0 0 0 0 0 6 D Ryan Pulock 4 1 1 2 -1 0 6 D John Marino 4 0 0 0 -2 2 7 R Jordan Eberle 4 1 1 2 -1 0 7 R Colton Sceviour - - - - - - 8 D Noah Dobson 4 0 2 2 -2 0 8 D Brian Dumoulin 4 0 2 2 3 2 11 C Austin Czarnik - - - - - - 9 C Evan Rodrigues 2 0 1 1 1 0 12 R Josh Bailey 4 2 0 2 -4 0 10 L Drew O'Connor - - - - - - 13 C Mathew Barzal 4 0 3 3 0 0 11 C Frederick Gaudreau 4 1 2 3 3 0 14 C Travis Zajac - - - - - - 12 L Zach Aston-Reese 4 1 1 2 1 2 15 R Cal Clutterbuck 4 2 0 2 3 4 13 L Brandon Tanev 4 1 0 1 0 0 16 L Andrew Ladd - - - - - - 14 C Mark Jankowski - - - - - - 17 L Matt Martin 4 0 0 0 3 4 16 L Jason Zucker 4 1 0 1 -1 2 18 L Anthony Beauvillier 4 1 2 3 -3 0 17 R Bryan Rust 4 1 0 1 0 4 20 L Kieffer Bellows - - - - - - 18 R Sam Lafferty - - - - - - 21 C Kyle Palmieri 4 2 0 2 -
2015 Playoff Guide Table of Contents
2015 PLAYOFF GUIDE TABLE OF CONTENTS Company Directory ......................................................2 Brad Richardson. 60 Luca Sbisa ..............................................................62 PLAYOFF SCHEDULE ..................................................4 Daniel Sedin ............................................................ 64 MEDIA INFORMATION. 5 Henrik Sedin ............................................................ 66 Ryan Stanton ........................................................... 68 CANUCKS HOCKEY OPS EXECUTIVE Chris Tanev . 70 Trevor Linden, Jim Benning ................................................6 Linden Vey .............................................................72 Victor de Bonis, Laurence Gilman, Lorne Henning, Stan Smyl, Radim Vrbata ...........................................................74 John Weisbrod, TC Carling, Eric Crawford, Ron Delorme, Thomas Gradin . 7 Yannick Weber. 76 Jonathan Wall, Dan Cloutier, Ryan Johnson, Dr. Mike Wilkinson, Players in the System ....................................................78 Roger Takahashi, Eric Reneghan. 8 2014.15 Canucks Prospects Scoring ........................................ 84 COACHING STAFF Willie Desjardins .........................................................9 OPPONENTS Doug Lidster, Glen Gulutzan, Perry Pearn, Chicago Blackhawks ..................................................... 85 Roland Melanson, Ben Cooper, Glenn Carnegie. 10 St. Louis Blues .......................................................... 86 Anaheim Ducks -
WCHL Game #000
San Jose Barracuda (8-8-0-3, 19pts, .500% - 12th Western Conference) vs. th Bakersfield Condors (9-9-0-1, 19pts, .500% -11 Western Conference) December 5, 2015 SAP Center – San Jose, California AHL Game #315 Referees: Mike Langin (90 ), Stephen Reneau (34) Linesmen: Adam Bell (23), Alexander Ledovskiy (21) San Jose Barracuda Bakersfield Condors # Name Pos Ht Wt GP G-A-Pts +/- PIM # Name Pos Ht Wt GP G-A-Pts +/- PIM 3 Karl Stollery D 6-0 180 18 1-2-3 +3 32 2 Griffin Reinhart D 6-4 212 1 0-0-0 +1 2 11 Bryan Lerg © LW 5-10 175 15 6-5-11 -1 17 6 David Musil D 6-4 207 19 2-1-3 +5 12 17 John McCarthy LW 6-1 195 18 3-8-11 E 12 8 Nikita Nikitin D 6-4 216 13 1-7-8 -6 0 23 Frazer McLaren LW 6-5 230 8 0-0-0 -1 14 9 Tyler Pitlick RW 6-0 203 3 0-0-0 -1 0 38 Micheal Haley LW 5-10 205 7 4-2-6 +2 6 10 Philip McRae C 6-2 201 9 2-0-2 -4 4 40 Ryan Carpenter RW 6-0 195 19 2-12-14 +7 13 11 Matthew Ford RW 6-1 207 17 6-6-12 -4 22 45 Mark Cundari D 5-11 195 17 1-3-4 -5 23 12 Ryan Hamilton LW 6-2 219 18 6-2-8 -4 8 47 Joakim Ryan D 5-11 185 19 1-8-9 +4 8 13 Joey LaLeggia D 5-10 185 19 0-7-7 +7 16 51 Patrick McNally D 6-2 205 9 0-0-0 E 4 14 Kyle Platzer C 5-11 185 19 2-4-6 -2 4 53 Nikita Jevpalovs RW 6-1 210 19 2-5-7 -2 6 15 Jordan Oesterle D 6-0 182 11 0-5-5 -2 4 54 Greger Hanson RW 5-10 185 9 2-1-3 +1 2 16 Kellen Jones LW 5-10 185 1 0-0-0 -1 2 55 Petter Emanuelsson RW 6-1 200 18 0-5-5 +4 0 17 Andrew Miller RW 5-10 181 13 5-9-14 +1 8 63 Julius Bergman D 6-1 205 14 2-1-3 -3 6 18 Dillon Simpson D 6-2 197 9 1-1-2 -5 0 70 Gus Young D 6-2 200 19 1-1-2 -3 19 19 Mitch -
Evaluating Team-Level Pace of Play in Ice Hockey Using Spatio-Temporal Possession Data
Playing Fast Not Loose: Evaluating team-level pace of play in ice hockey using spatio-temporal possession data David Yu*, Christopher Boucher, Luke Bornn, Mehrsan Javan SPORTLOGiQ, Montreal, Quebec, Canada *Email: [email protected] 1. Introduction Pace of play is an important characteristic in ice hockey as well as other team-invasion sports. While in basketball pace has traditionally been defined as the number of possessions per 48 minutes, here we focus on pace and movement within a possession, leveraging the tremendous advancements in the capture of spatio-temporal data in team sports in recent years [1]. While much attention has been focused on speed and distance covered at the player level, spatio-temporal datasets also allow for more granular definitions of team-level pace of play such as measures of the speed between successive events or the speed of a possession as a whole. While ice hockey has always been one of the fastest-moving sports, rule and tactical changes in the past 15 years, such as the removal of the rule limiting 2-line passes and the stricter enforcement of obstruction/holding infractions, have placed further emphasis on pace. At the start of the 2016-17 NHL season, Paul Maurice, head coach of the Winnipeg Jets said: "This game is just so fast now... I've seen fast players and I've seen fast teams, it's the first time I thought we had a fast league. The speed, to me, is the one thing that’s changed more than anything. Our team, and the league as well, is as fast as I’ve ever seen it.” [2] Given the emphasis on pace in hockey in recent years, it is surprising that a recent study found a slight negative correlation between various metrics of forward attacking pace and offensive output such as shots and goals [3]. -
For Immediate Release October 4, 2017
FOR IMMEDIATE RELEASE OCTOBER 4, 2017 NHL ANNOUNCES OPENING-DAY ROSTERS FOR 2017-18 SEASON NEW YORK (Oct. 4, 2017) -- Following are NHL club rosters, as of 10 a.m., Eastern time today. Some players who recently have agreed to terms with their respective clubs but whose contracts had not yet been approved by the League are not included. The 2017-18 regular season begins tonight with four games. Anaheim Ducks Francois Beauchemin, Reto Berra, Kevin Bieksa, Jared Boll, Andrew Cogliano, Cam Fowler, Ryan Getzlaf, John Gibson, Derek Grant, Korbinian Holzer, Ondrej Kase, Josh Manson, Jaycob Megna, Brandon Montour, Corey Perry, Rickard Rakell, Dennis Rasmussen, Nick Ritchie, Logan Shaw, Jakob Silfverberg, Antoine Vermette, Chris Wagner. Injured: Patrick Eaves, Ryan Kesler, Hampus Lindholm, Ryan Miller, Sami Vatanen. Arizona Coyotes Adam Clendening, Kevin Connauton, Nick Cousins, Lawson Crouse, Jason Demers, Max Domi, Louis Domingue, Anthony Duclair, Christian Dvorak, Oliver Ekman-Larsson, Christian Fischer, Alex Goligoski, Niklas Hjalmarsson, Clayton Keller, Jordan Martinook, Brendan Perlini, Antti Raanta, Brad Richardson, Tobias Rieder, Zac Rinaldo, Luke Schenn, Derek Stepan, Dylan Strome. Injured: Dave Bolland, Jakob Chychrun. Boston Bruins Noel Acciari, David Backes, Matt Beleskey, Patrice Bergeron, Anders Bjork, Brandon Carlo, Zdeno Chara, Jake DeBrusk, Matt Grzelcyk, Anton Khudobin, David Krejci, Sean Kuraly, Brad Marchand, Charlie McAvoy, Adam McQuaid, Kevan Miller, Riley Nash, David Pastrnak, Paul Postma, Tuukka Rask, Tim Schaller, Ryan Spooner, Frank Vatrano. Injured: Austin Czarnik, Emil Johansson, Torey Krug. Buffalo Sabres Victor Antipin, Nathan Beaulieu, Zach Bogosian, Jack Eichel, Zemgus Girgensons, Josh Gorges, Seth Griffith, Chad Johnson, Jacob Josefson, Evander Kane, Johan Larsson, Robin Lehner, Jake McCabe, Matt Moulson, Jordan Nolan, Kyle Okposo, Ryan O'Reilly, Jason Pominville, Benoit Pouliot, Sam Reinhart, Rasmus Ristolainen, Marco Scandella, Matt Tennyson. -
Evaluating Team-Level Pace of Play in Ice Hockey Using Spatio
Playing Fast Not Loose: Evaluating team-level pace of play in ice hockey using spatio-temporal possession data David Yu*, Christopher Boucher, Luke Bornn, Mehrsan Javan SPORTLOGiQ, Montreal, Quebec, Canada *Email: [email protected] 1. Introduction Pace of play is an important characteristic in ice hockey as well as other team-invasion sports. While in basketball pace has traditionally been defined as the number of possessions per 48 minutes, here we focus on pace and movement within a possession, leveraging the tremendous advancements in the capture of spatio-temporal data in team sports in recent years [1]. While much attention has been focused on speed and distance covered at the player level, spatio-temporal datasets also allow for more granular definitions of team-level pace of play such as measures of the speed between successive events or the speed of a possession as a whole. While ice hockey has always been one of the fastest-moving sports, rule and tactical changes in the past 15 years, such as the removal of the rule limiting 2-line passes and the stricter enforcement of obstruction/holding infractions, have placed further emphasis on pace. At the start of the 2016-17 NHL season, Paul Maurice, head coach of the Winnipeg Jets said: "This game is just so fast now... I've seen fast players and I've seen fast teams, it's the first time I thought we had a fast league. The speed, to me, is the one thing that’s changed more than anything. Our team, and the league as well, is as fast as I’ve ever seen it.” [2] Given the emphasis on pace in hockey in recent years, it is surprising that a recent study found a slight negative correlation between various metrics of forward attacking pace and offensive output such as shots and goals [3].