Toronto Maple Leafs Game Notes
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Game 7S Apr 22 1.Pdf
FOR IMMEDIATE RELEASE APRIL 22, 2019 STANLEY CUP PLAYOFF SECOND-ROUND BERTHS AT STAKE IN GAME 7 DOUBLEHEADER TUESDAY NEW YORK (April 22, 2019) -- Two Stanley Cup Playoff series will be decided in a Game 7 doubleheader Tuesday when the Boston Bruins play host to the Toronto Maple Leafs (7 p.m., ET, NBCSN, Sportsnet, CBC, TVAS), followed by the San Jose Sharks facing the Vegas Golden Knights (10 p.m., ET, NBCSN, Sportsnet, TVAS). The past two playoff series between the Bruins and Maple Leafs have culminated in unprecedented Game 7 drama, both occurring at TD Garden. In 2013, Boston became the first team in NHL history to overcome a three-goal, third-period deficit to win a Game 7 (Boston 5, Toronto 4 ,OT). In 2018, the Bruins became the first team in League history to overcome three deficits of at least one goal to win a Game 7 in regulation (Boston 7, Toronto 4). Five current Bruins appeared in both the 2013 and 2018 contests: goaltender Tuukka Rask, defenseman Zdeno Chara and forwards Patrice Bergeron, Brad Marchand and David Krejci. Two Maple Leafs players have done so: defenseman Jake Gardiner and forward Nazem Kadri. Chara (0-4--4 in 12 GP) is set to tie an NHL record by playing in his 13th career Game 7, joining all-time co-leaders Patrick Roy and Scott Stevens. Most Game 7 Appearances, All Time Most Game 7 Appearances, Active Patrick Roy 13 Zdeno Chara, BOS 12 Scott Stevens 13 Nicklas Backstrom, WSH 11 Zdeno Chara 12 Alex Ovechkin, WSH 11 Glenn Anderson 12 Patrice Bergeron, BOS 10 Ken Daneyko 12 Chris Kunitz, CHI 10 Stephane Yelle 12 Milan Lucic, EDM 10 Dave Andreychuk 11 David Krejci, BOS 9 Nicklas Backstrom 11 Valtteri Filppula, NYI 9 Doug Gilmour 11 Dan Girardi, TBL 9 Al MacInnis 11 Mike Green, DET 9 Alex Ovechkin 11 Carl Hagelin, WSH 9 Mark Recchi 11 Anton Stralman, TBL 9 The Sharks (6-4 in Game 7s) will host a series-decider for the fifth time, having won three of their previous four contests on home ice. -
BOSTON BRUINS Vs. SAN JOSE SHARKS
BOSTON BRUINS vs. SAN JOSE SHARKS POST GAME NOTES WHO’S HOT: • The Bruins extended their point streak to 14 games at 10-0-4 with tonight’s 4-1 win. • Jaroslav Halak extended his point streak to six games at 4-0-2. • Brad Marchand had a goal and two assists tonight, giving him 6-11=17 totals in eight of his last 11 games ... It was his 25th career shorthanded goal, which ties him with Rick Middleton for the most in club history. • David Krejci had a goal and an assist tonight, giving him 3-9=12 totals in six of his last seven games. • Charlie McAvoy had a goal tonight, giving him 3-1=4 totals in four of his last five games with 4-3=7 totals in six of his last nine contests. • Jake DeBrusk had a goal tonight, giving him 6-5=11 totals in six of his last seven games. • Torey Krug had an assist tonight, giving him 1-8=9 totals in eight of his last ten contests. • Danton Heinen had an assist tonight, giving him single assists each in three of his last four games with 3-6=9 totals in six of his last ten contests. • Marcus Johansson had an assist tonight for his first point as a Bruin in his first Boston game. • Patrice Bergeron had an assist tonight, giving him 5-8=13 totals in eight of his last 11 games. • Brandon Carlo had an assist tonight, giving him single assists each in three of his last six games. -
Vancouver Canucks Game Notes
Vancouver Canucks Game Notes Sat, Oct 20, 2018 NHL Game #112 Vancouver Canucks 4 - 3 - 0 (8 pts) Boston Bruins 4 - 2 - 1 (9 pts) Team Game: 8 1 - 0 - 0 (Home) Team Game: 8 3 - 0 - 0 (Home) Home Game: 2 3 - 3 - 0 (Road) Road Game: 5 1 - 2 - 1 (Road) # Goalie GP W L OT GAA SV% # Goalie GP W L OT GAA SV% 25 Jacob Markstrom 3 1 2 0 4.02 .883 40 Tuukka Rask 4 2 2 0 4.08 .875 31 Anders Nilsson 4 3 1 0 2.26 .925 41 Jaroslav Halak 4 2 0 1 1.69 .939 # P Player GP G A P +/- PIM # P Player GP G A P +/- PIM 4 D Michael Del Zotto 2 0 0 0 0 0 10 L Anders Bjork 5 1 1 2 2 0 5 D Derrick Pouliot 7 0 2 2 3 6 14 R Chris Wagner 6 1 1 2 -2 6 6 R Brock Boeser 7 2 2 4 -4 8 17 C Ryan Donato 6 1 0 1 -3 2 8 D Christopher Tanev 7 0 3 3 -2 2 20 C Joakim Nordstrom 6 1 0 1 1 2 9 L Brendan Leipsic 3 1 0 1 -2 2 25 D Brandon Carlo 7 0 2 2 4 2 18 R Jake Virtanen 7 2 1 3 0 8 27 D John Moore 7 0 0 0 4 6 20 C Brandon Sutter 7 2 1 3 -1 2 33 D Zdeno Chara 7 1 1 2 -1 2 21 L Loui Eriksson 7 0 3 3 2 0 37 C Patrice Bergeron 7 6 7 13 5 4 23 D Alexander Edler 7 0 5 5 -1 10 42 R David Backes 7 0 0 0 0 4 26 L Antoine Roussel 3 1 0 1 -1 4 43 C Danton Heinen 5 0 1 1 1 6 27 D Ben Hutton 5 1 0 1 -4 10 44 D Steven Kampfer - - - - - - 44 D Erik Gudbranson 7 0 1 1 -1 21 46 C David Krejci 7 1 5 6 3 0 47 L Sven Baertschi 7 2 3 5 -2 2 48 D Matt Grzelcyk 7 0 3 3 1 2 51 D Troy Stecher 7 0 1 1 2 2 52 C Sean Kuraly 7 1 1 2 1 9 53 C Bo Horvat 7 4 1 5 -4 0 55 C Noel Acciari 7 0 0 0 -4 2 59 C Tim Schaller 5 0 2 2 -1 0 58 D Urho Vaakanainen - - - - - - 60 C Markus Granlund 7 1 2 3 4 0 63 L Brad Marchand -
Boston Bruins Playoff Game Notes
Boston Bruins Playoff Game Notes Sat, Apr 13, 2019 Round 1 Game 2 Boston Bruins 0 - 1 Toronto Maple Leafs 1 - 0 Team Game: 2 0 - 1 (Home) Team Game: 2 0 - 0 (Home) Home Game: 2 0 - 0 (Road) Road Game: 2 1 - 0 (Road) # Goalie GP W L OT GAA SV% # Goalie GP W L OT GAA SV% 31 Zane McIntyre - - - - - - 30 Michael Hutchinson - - - - - - 40 Tuukka Rask 1 0 1 0 3.05 .906 31 Frederik Andersen 1 1 0 0 1.00 .974 41 Jaroslav Halak - - - - - - 35 Joseph Woll - - - - - - 40 Garret Sparks - - - - - - # P Player GP G A P +/- PIM # P Player GP G A P +/- PIM 13 C Charlie Coyle 1 0 0 0 -1 0 2 D Ron Hainsey 1 0 0 0 2 0 14 R Chris Wagner 1 0 0 0 0 0 3 D Justin Holl - - - - - - 20 C Joakim Nordstrom 1 0 0 0 0 0 8 D Jake Muzzin 1 0 1 1 1 0 25 D Brandon Carlo 1 0 0 0 0 0 11 L Zach Hyman 1 0 0 0 2 0 27 D John Moore - - - - - - 12 C Patrick Marleau 1 0 1 1 1 0 33 D Zdeno Chara 1 0 0 0 -1 2 16 R Mitchell Marner 1 2 0 2 3 0 37 C Patrice Bergeron 1 1 0 1 -2 0 18 L Andreas Johnsson 1 0 0 0 0 0 42 R David Backes - - - - - - 19 C Nic Petan - - - - - - 43 C Danton Heinen 1 0 0 0 -1 0 22 D Nikita Zaitsev 1 0 0 0 2 0 44 D Steven Kampfer - - - - - - 23 D Travis Dermott 1 0 0 0 0 0 46 C David Krejci 1 0 0 0 -1 0 24 R Kasperi Kapanen 1 0 0 0 0 2 47 D Torey Krug 1 0 1 1 -1 0 28 R Connor Brown 1 0 0 0 0 0 48 D Matt Grzelcyk 1 0 0 0 -1 0 29 R William Nylander 1 1 0 1 1 2 52 C Sean Kuraly - - - - - - 33 C Frederik Gauthier 1 0 0 0 0 0 55 C Noel Acciari 1 0 0 0 0 0 34 C Auston Matthews 1 0 0 0 0 0 63 L Brad Marchand 1 0 1 1 -2 0 42 L Trevor Moore 1 0 0 0 0 0 73 D Charlie McAvoy -
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 -
Feature Selection and Dimension Reduction
DATA SCIENCE REPORT SERIES Feature Selection and Data Reduction (DRAFT) Patrick Boily1,2,3,4, Olivier Leduc1, Andrew Macfie3, Aditya Maheshwari3, Maia Pelletier1 Abstract Data mining is the collection of processes by which we can extract useful insights from data. Inherent in this definition is the idea of data reduction: useful insights (whether in the form of summaries, sentiment analyses, etc.) ought to be “smaller” and “more organized” than the original raw data. The challenges presented by high data dimensionality (the so-called curse of dimensionality) must be addressed in order to achieve insightful and interpretable analytical results. In this report, we introduce the basic principles of dimensionality reduction and a number of feature selection methods (filter, wrapper, regularization), discuss some current advanced topics (SVD, spectral feature selection, UMAP) and provide examples (with code). Keywords feature selection, dimension reduction, curse of dimensionality, principal component analysis, manifold hypothesis, manifold learning, regularization, subset selection, spectral feature selection, uniform manifold approximation and projection Funding Acknowledgement Parts of this report were funded by a University of Ottawa grant to develop teaching material in French (2019-2020). These were subsequently translated into English before being incorporated into this document. 1Department of Mathematics and Statistics, University of Ottawa, Ottawa 2Sprott School of Business, Carleton University, Ottawa 3Idlewyld Analytics and Consulting -
2019 Playoff Draft Player Frequency Report
name team count playerid Joakim Nordstrom Boston Bruins 1 Noel Acciari Boston Bruins 1 Sean Kuraly Boston Bruins 3 Karson Kuhlman Boston Bruins 4 Zdeno Chara Boston Bruins 13 David Backes Boston Bruins 134 Charlie Coyle Boston Bruins 153 Marcus Johansson Boston Bruins 159 Danton Heinen Boston Bruins 181 Charles McAvoy Boston Bruins 380 Jake DeBrusk Boston Bruins 890 Torey Krug Boston Bruins 1044 David Krejci Boston Bruins 1434 Patrice Bergeron Boston Bruins 3261 David Pastrnak Boston Bruins 3459 Brad Marchand Boston Bruins 3678 Garnet Hathaway Calgary Flames 2 Travis Hamonic Calgary Flames 2 Austin Czarnik Calgary Flames 3 Rasmus Andersson Calgary Flames 4 Andrew Mangiapane Calgary Flames 5 Noah Hanifin Calgary Flames 89 Mark Jankowski Calgary Flames 102 Samuel Bennett Calgary Flames 170 T.J. Brodie Calgary Flames 375 Derek Ryan Calgary Flames 379 Michael Frolik Calgary Flames 633 James Neal Calgary Flames 646 Mikael Backlund Calgary Flames 1653 Mark Giordano Calgary Flames 3020 Elias Lindholm Calgary Flames 3080 Matthew Tkachuk Calgary Flames 3303 Sean Monahan Calgary Flames 3857 Johnny Gaudreau Calgary Flames 4363 Brock McGinn Carolina Hurricanes 1 Jordan Martinook Carolina Hurricanes 1 Jaccob Slavin Carolina Hurricanes 2 Jared Staal Carolina Hurricanes 2 Justin Faulk Carolina Hurricanes 22 Jordan Staal Carolina Hurricanes 53 Andrei Svechnikov Carolina Hurricanes 103 Dougie Hamilton Carolina Hurricanes 124 Michael Ferland Carolina Hurricanes 152 Nino Niederreiter Carolina Hurricanes 216 Justin Williams Carolina Hurricanes 232 Teuvo Teravainen Carolina Hurricanes 297 Sebastian Aho Carolina Hurricanes 419 Nikita Zadorov Colorado Avalanche 1 Samuel Girard Colorado Avalanche 1 Matthew Nieto Colorado Avalanche 1 Cale Makar Colorado Avalanche 2 Erik Johnson Colorado Avalanche 2 Tyson Jost Colorado Avalanche 3 Josh Anderson Colorado Avalanche 14 Colin Wilson Colorado Avalanche 14 Matt Calvert Colorado Avalanche 14 Derick Brassard Colorado Avalanche 28 J.T. -
Boston Bruins Playoff Game Notes
Boston Bruins Playoff Game Notes Thu, May 9, 2019 Round 3 Game 1 Boston Bruins 8 - 5 Carolina Hurricanes 8 - 3 Team Game: 14 4 - 3 (Home) Team Game: 12 5 - 0 (Home) Home Game: 8 4 - 2 (Road) Road Game: 7 3 - 3 (Road) # Goalie GP W L OT GAA SV% # Goalie GP W L OT GAA SV% 31 Zane McIntyre - - - - - - 34 Petr Mrazek 9 5 3 0 2.22 .913 40 Tuukka Rask 13 8 5 0 2.02 .938 35 Curtis McElhinney 3 3 0 0 1.56 .947 41 Jaroslav Halak - - - - - - # P Player GP G A P +/- PIM # P Player GP G A P +/- PIM 13 C Charlie Coyle 13 5 3 8 3 4 4 D Haydn Fleury 5 0 0 0 3 2 14 R Chris Wagner 9 0 0 0 -4 0 8 R Saku Maenalanen 7 0 1 1 1 4 20 C Joakim Nordstrom 12 2 1 3 -2 4 11 C Jordan Staal 11 4 5 9 8 6 25 D Brandon Carlo 13 0 1 1 3 2 13 L Warren Foegele 11 5 4 9 7 6 27 D John Moore 4 0 0 0 -4 0 14 R Justin Williams 11 3 3 6 1 8 33 D Zdeno Chara 13 1 2 3 9 8 19 D Dougie Hamilton 11 3 4 7 4 6 37 C Patrice Bergeron 13 5 3 8 5 8 20 C Sebastian Aho 11 4 5 9 4 2 42 R David Backes 7 1 3 4 3 2 21 R Nino Niederreiter 11 1 3 4 1 6 43 C Danton Heinen 13 1 4 5 6 0 22 D Brett Pesce 11 0 6 6 8 0 44 D Steven Kampfer 1 0 0 0 0 0 23 L Brock McGinn 11 2 4 6 3 6 46 C David Krejci 13 4 6 10 2 4 24 D Jake Bean - - - - - - 47 D Torey Krug 13 1 7 8 2 4 27 D Justin Faulk 11 1 5 6 6 4 48 D Matt Grzelcyk 13 1 4 5 -2 2 36 C Patrick Brown 8 0 0 0 0 0 52 C Sean Kuraly 9 2 1 3 1 0 37 R Andrei Svechnikov 5 3 1 4 3 9 55 C Noel Acciari 11 1 1 2 0 0 42 C Greg McKegg 10 1 0 1 3 2 63 L Brad Marchand 13 5 8 13 5 10 44 D Calvin de Haan 8 0 0 0 3 0 73 D Charlie McAvoy 13 1 5 6 8 12 48 L Jordan Martinook -
Set Name Card Description Team City Team Name Rookie Auto
Set Name Card Description Team City Team Name Rookie Auto Mem #'d Base Set 251 Hampus Lindholm Anaheim Ducks Base Set 252 Rickard Rakell Anaheim Ducks Base Set 253 Sami Vatanen Anaheim Ducks Base Set 254 Corey Perry Anaheim Ducks Base Set 255 Antoine Vermette Anaheim Ducks Base Set 256 Jonathan Bernier Anaheim Ducks Base Set 257 Tobias Rieder Arizona Coyotes Base Set 258 Max Domi Arizona Coyotes Base Set 259 Alex Goligoski Arizona Coyotes Base Set 260 Radim Vrbata Arizona Coyotes Base Set 261 Brad Richardson Arizona Coyotes Base Set 262 Louis Domingue Arizona Coyotes Base Set 263 Luke Schenn Arizona Coyotes Base Set 264 Patrice Bergeron Boston Bruins Base Set 265 Tuukka Rask Boston Bruins Base Set 266 Torey Krug Boston Bruins Base Set 267 David Backes Boston Bruins Base Set 268 Dominic Moore Boston Bruins Base Set 269 Joe Morrow Boston Bruins Base Set 270 Rasmus Ristolainen Buffalo Sabres Base Set 271 Zemgus Girgensons Buffalo Sabres Base Set 272 Brian Gionta Buffalo Sabres Base Set 273 Evander Kane Buffalo Sabres Base Set 274 Jack Eichel Buffalo Sabres Base Set 275 Tyler Ennis Buffalo Sabres Base Set 276 Dmitry Kulikov Buffalo Sabres Base Set 277 Kyle Okposo Buffalo Sabres Base Set 278 Johnny Gaudreau Calgary Flames Base Set 279 Sean Monahan Calgary Flames Base Set 280 Dennis Wideman Calgary Flames Base Set 281 Troy Brouwer Calgary Flames Base Set 282 Brian Elliott Calgary Flames Base Set 283 Micheal Ferland Calgary Flames Base Set 284 Lee Stempniak Carolina Hurricanes Base Set 285 Victor Rask Carolina Hurricanes Base Set 286 Jordan -
Sport-Scan Daily Brief
SPORT-SCAN DAILY BRIEF NHL 1/26/2021 Anaheim Ducks Detroit Red Wings 1200498 Hampus Lindholm doing some heavy lifting for Ducks’ 1200527 Detroit Red Wings' Anthony Mantha rips his own defense corps performance in 5 of 6 games 1200528 Some glitches, $100,000-plus losses in first weekend of Arizona Coyotes Michigan online sports betting 1200499 Former Coyotes GM John Chayka suspended from NHL 1200529 'I can redeem myself': Red Wings' Anthony Mantha through 2021, reports say fighting to crawl out of early-season slump 1200530 Red Wings’ Anthony Mantha: ‘I need to get my game Boston Bruins going’ 1200500 Bruins’ David Pastrnak hits the ice for full contact, may return to action by this weekend Edmonton Oilers 1200501 Bruins Notebook: David Pastrnak inching closer to return 1200531 Oil Spills: In Mikko the Oilers have to trust 1200502 Pastrnak close to returning? Bruins coach gives promising 1200532 Puljujarvi and Oilers need a repeat performance against update the Jets 1200503 Pastrnak Closing On Bruins’ Return, ‘Itching To Get Out 1200533 JONES: Puljujarvi stepping up as Oilers still looking for There” back-to-back wins 1200504 Time For Boston Bruins-Style Mea Culpa From Ritchie 1200534 'Jesse has all the tools': Oilers' Puljujarvi a force against Critics the Jets 1200505 David Pastrnak, surgery behind him, relishes pain-free play: ‘It’s wonderful’ Florida Panthers 1200506 Pain, prayer, peace: Former Bruin Adam McQuaid feels 1200535 Florida Panthers would ‘rather play than practice.’ They’re fulfilled upon retirement about to start playing -
East Division Draft Results
JrPens91 EZ-Regs NippinBiscuits BoilyHP X Jafine X ProMoe CA dods44 OFs Pittsburgh Penguins Boston Bruins New York Rangers Washington Capitals Philadelphia Flyers New York Islanders New Jersey Devils Buffalo Sabres Forwards 1 Sidney Crosby Connor McDavid Auston Matthews Leon Draisaitl Alex Ovechkin Jack Eichel David Pastrnak Nikita Kucherov 2 Dylan Larkin Vladimir Tarasenko Aleksander Barkov Brad Marchand Kyle Connor Mikko Rantanen Brayden Point Artemi Panarin 3 Mathew Barzal Patrick Kane Patrik Laine Brock Boeser Blake Wheeler Claude Giroux Andrei Svechnikov Alex DeBrincat 4 Johnny Gaudreau T.J. Oshie J.T. Miller Elias Lindholm Nazem Kadri Teuvo Teravainen Nico Hischier Joe Pavelski 5 Evander Kane Phil Kessel Connor Garland Nick Suzuki Matt Tkachuk Mark Stone Filip Forsberg Victor Olofsson 6 Kasperi Kapanen James van Riemsdyk Anthony Mantha Jakub Vrana William Karlsson Logan Couture Robby Fabbri Martin Necas 7 Tomas Tatar Roope Hintz Jaden Schwartz Ryan Johansen David Perron Mats Zuccarello Travis Konecny Brady Tkachuk 8 Bryan Rust Brock Nelson Tyler Bertuzzi Kailer Yamamoto Alex Tuch Rickard Rakell Kirby Dach Travis Zajac 9 Connor Brown Zach Hyman Alex Wennberg Tim Stutzle Dylan Strome Carter Verhaeghe Alexis Lafreniere Paul Stastny 10 Craig Smith Jack Roslovic Alexandre Texier Josh Anderson JT Compher Filip Chytil Matt Nieto Alex Killorn 11 Jesper Bratt Carl Hagelin Tanner Pearson Gabe Vilardi Sean Kuraly Jesper Fast Joonas Donskoi Robert Thomas 12 Nick Bonino Adrian Kempe Nils Hoglander Joe Thornton Danton Heinen Charlie Coyle Sam -
Men's Ice Hockey Award Winners
MEN’S ICE HOCKEY AWARD WINNERS Division I Awards 2 Division III Awards 11 Special Awards 18 DIVISION I AWARDS The American Hockey Coaches Luc Snuggerud, Jr., Omaha Shayne Gotisbehere, Jr., Union (NY) Jack Connolly, Sr., Minn. Duluth Associ ation (AHCA) Division I and III Mason Jobst, So., Ohio St. Greg Carey, Sr., St. Lawrence Jaden Schwartz, So., Colorado Col. All-America teams have been select- Luke Kunin, So., Wisconsin Johnny Gaudreau, Jr., Boston College Reilly Smith, Jr., Miami (OH) ed by the AHCA Awards Committee Austin Ortega, Sr., Omaha Kevin Hayes, Sr., Boston College East Second Team since 1954. West First Team Joe Cannata, Sr., Merrimack 2016 Sam Brittain, Sr., Denver Mat Bodie, So., Union (NY) East First Team Jake McCabe, Jr., Wisconsin Tim Kirby, Sr., Air Force AHCA ALL- Alex Lyon, Jr., Yale Mike Reilly, So., Minnesota Barry Almeida, Sr., Boston College Matt Grzelcyk, Sr., Brown Nic Dowd, Sr., St. Cloud St. Brian O’Neill, Sr., Yale AMERICA Jake Walman, So., Providence Ryan Dzingel, Jr., Ohio St. Jeremy Welsh, Jr., Union (NY) Sam Anas, Jr., Quinnipiac East Second Team West Second Team TEAMS Andrew Poturalski, So., New Colin Stevens, Jr., Union (NY) Kent Patterson, Sr., Minnesota Hampshire Ben Hutton, So., Maine Chad Billins, Sr., Ferris St. Jimmy Vesey, Sr., Harvard Michael Matheson, So., Boston College Dan DeKeyser, So., Western Mich. 2018 West First Team Daniel Carr, Sr., Union (NY) Nick Bjugstad, So., Minnesota East First Team Charlie Lindgren, Jr., St. Cloud St. Ryan Haggerty, Jr., Rensselaer J.T. Brown, So., Minn. Duluth Matthew Galajda, Fr., Cornell Ethan Prow, Sr., St.