New York Islanders Game Notes
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36 Conference Championships
36 Conference Championships - 21 Regular Season, 15 Tournament TERRIERS IN THE NHL DRAFT Name Team Year Round Pick Clayton Keller Arizona Coyotes 2016 1 7 Since 1969, 163 players who have donned the scarlet Charlie McAvoy Boston Bruins 2016 1 14 and white Boston University sweater have been drafted Dante Fabbro Nashville Predators 2016 1 17 by National Hockey League organizations. The Terriers Kieffer Bellows New York Islanders 2016 1 19 have had the third-largest number of draftees of any Chad Krys Chicago Blackhawks 2016 2 45 Patrick Harper Nashville Predators 2016 5 138 school, trailing only Minnesota and Michigan. The Jack Eichel Buffalo Sabres 2015 1 2 number drafted is the most of any Hockey East school. A.J. Greer Colorado Avalanche 2015 2 39 Jakob Forsbacka Karlsson Boston Bruins 2015 2 45 Fifteen Terriers have been drafted in the first round. Jordan Greenway Minnesota Wild 2015 2 50 Included in this list is Rick DiPietro, who played for John MacLeod Tampa Bay Lightning 2014 2 57 Brandon Hickey Calgary Flames 2014 3 64 the Terriers during the 1999-00 season. In the 2000 J.J. Piccinich Toronto Maple Leafs 2014 4 103 draft, DiPietro became the first goalie ever selected Sam Kurker St. Louis Blues 2012 2 56 as the number one overall pick when the New York Matt Grzelcyk Boston Bruins 2012 3 85 Islanders made him their top choice. Sean Maguire Pittsburgh Penguins 2012 4 113 Doyle Somerby New York Islanders 2012 5 125 Robbie Baillargeon Ottawa Senators 2012 5 136 In the 2015 Entry Draft, Jack Eichel was selected Danny O’Regan San Jose Sharks 2012 5 138 second overall by the Buffalo Sabres. -
CANADA Vs. SWEDEN/SUEDE
Team Canada/ Équipe Canada GAME NOTES/ NOTES DE MATCH CANADA vs. SWEDEN/SUEDE GRAND FORKS, ND December 27, 2004/ 27 Décembre 2004 TEAM CANADA ROSTER ALIGNEMENT D’ÉQUIPE CANADA December 27, 2004/ 27 décembre 2004 CANADA # Goaltenders P S Birthdate Hometown Team League # Gardiens P L Naissance Ville d’origine Équipe Ligue 33 Jeff GLASS G L/G 11/19/85 Cochrane, AB Kootenay WHL 35 Réjean BEAUCHEMIN G L/G 05/03/85 Winnipeg, MB Prince Albert WHL # Players P S Birthdate Hometown Team League # Joueurs P L Naissance Ville d’origine Équipe Ligue 2 Brent SEABROOK D R/D 04/20/85 Tsawwassen, BC Lethbridge WHL 3 Dion PHANEUF D L/G 04/10/85 Edmonton, AB Red Deer WHL 4 Shawn BELLE D L/G 01/03/85 Edmonton, AB Tri-City WHL 6 Shea WEBER D R/D 08/14/85 Sicamous, BC Kelowna WHL 20 Danny SYVRET D L/G 06/13/85 Millgrove, ON London OHL 25 Cam BARKER D L/G 04/04/86 Winnipeg, MB Medicine Hat WHL 29 Braydon COBURN D L/G 02/27/85 Shaunavon, SK Portland WHL 7 Jeff CARTER F/A R/D 01/01/85 London, ON Sault Ste. Marie OHL 9 Sidney CROSBY F/A L/G 08/07/87 Cole Harbour, NS Rimouski LHJMQ 11 Colin FRASER F/A L/G 01/28/85 Surrey, BC Red Deer WHL 12 Anthony STEWART F/A R/D 01/05/85 Scarborough, ON Kingston OHL 14 Stephen DIXON F/A L/G 09/07/85 Halifax, NS Cape Breton LHJMQ 15 Ryan GETZLAF F/A R/D 05/10/85 Regina, SK Calgary WHL 17 Clarke MACARTHUR F/A L/G 04/06/85 Lloydminster, AB Medicine Hat WHL 18 Michael RICHARDS F/A L/G 02/11/85 Kenora, ON Kitchener OHL 19 Andrew LADD F/A L/G 12/12/85 Maple Ridge, BC Calgary AHL 21 Jeremy COLLITON F/A R/D 01/13/85 Blackie, AB Prince -
Lightning Top Isles in Game 2 To
ARAB TIMES, THURSDAY, JUNE 17, 2021 SPORTS 14 Brentford host Arsenal Kane in ‘spotlight’ as City open EPL title defense at Tottenham LONDON, June 16, (AP): Man- ahead of United, which opens its chester City will open the Premier campaign against fi erce rival Leeds League season with a trip to Tot- at Old Trafford. tenham as part of a tough start to Elsewhere on the opening week- the champions’ title defense. end, Brentford begins life back in The league’s 2021-22 schedule the top fl ight for the fi rst time in 75 was released Wednesday and threw years with a London derby at home up the intriguing prospect of Tot- to Arsenal, while Norwich hosts tenham striker Harry Kane playing Liverpool on its return to the Pre- in the opening round on Aug. 14 mier League. against his Chelsea is at home to Crystal current Palace, which is currently with- team, given out a manager while another team that City is looking for a new manager, Ever- one of the ton, hosts Southampton. clubs he’s been linked SOCCER to during the offseason. Kane’s Watford, the third promoted future is team, takes on Aston Villa. likely to be The Premier League concludes decided af- Kane on May 22 with City, Liverpool ter the Eu- and Chelsea all fi nishing with ropean Championship, where he is home games - against Villa, Wol- captaining England. verhampton and Watford, respec- City also has been scheduled to tively - while Manchester United play Arsenal, Leicester, Chelsea and visits Crystal Palace. Liverpool in its fi rst seven games of There are a number of early meet- the season, with the fi rst Manches- ings between the so-called ‘Big Six’ ter derby against United not coming clubs involved in the quickly aban- until the 11th round in the opening doned Super League project, with weekend of November. -
2016 NHL DRAFT Buffalo, N.Y
2016 NHL DRAFT Buffalo, N.Y. • First Niagara Center Round 1: Fri., June 24 • 7 p.m. ET • NBC Sports Network Rounds 2-7: Sat., June 25 • 10 a.m. ET • NHL Network The Washington Capitals hold the 26th overall selection in the 2016 NHL Draft, which begins on Friday, June 24 at First Niagara Center in Buffalo, N.Y., and will be televised on NBC Sports Network at 7 p.m. Rounds 2-7 will take place on Saturday and will be televised on NHL Network at 10 a.m. The Capitals currently hold six picks in the seven-round draft. Last year, CAPITALS 2016 DRAFT PICKS the team made four selections, including goaltender Ilya Samsonov with the 22nd overall Round Selection(s) selection. 1 26 4 117 CAPITALS DRAFT NOTES 5 145 (from ANA via TOR) Homegrown – Fourteen players (Karl Alzner, Nicklas Backstrom, Andre Burakovsky, John 5 147 Carlson, Connor Carrick, Stanislav Galiev, Philipp Grubauer, Braden Holtby, Marcus 6 177 Johansson, Evgeny Kuznetsov, Dmitry Orlov, Alex Ovechkin, Chandler Stephenson and Tom 7 207 Wilson) who played for the Capitals in 2015-16 were originally drafted by Washington. Capitals draftees accounted for 60.9% of the team’s goals last season and 63.2% of the team’s FIRST-ROUND DRAFT ORDER assists. 1. Toronto Maple Leafs 2. Winnipeg Jets Pick 26 – This year marks the third time in franchise history the Capitals have held the 26nd 3. Columbus Blue Jackets overall selection in the NHL Draft. Washington selected Evgeny Kuznetsov with the 26th pick 4. Edmonton Oilers in the 2010 NHL Draft and Brian Sutherby with the 26th pick in the 2000 NHL Draft. -
New York Islanders Game Notes
New York Islanders Game Notes Thu, Apr 22, 2021 NHL Game #730 New York Islanders 29 - 13 - 4 (62 pts) Washington Capitals 29 - 13 - 4 (62 pts) Team Game: 47 19 - 2 - 2 (Home) Team Game: 47 14 - 6 - 2 (Home) Home Game: 24 10 - 11 - 2 (Road) Road Game: 25 15 - 7 - 2 (Road) # Goalie GP W L OT GAA SV% # Goalie GP W L OT GAA SV% 30 Ilya Sorokin 17 12 4 1 2.02 .922 30 Ilya Samsonov 16 11 3 1 2.84 .898 35 Cory Schneider - - - - - - 41 Vitek Vanecek 31 17 9 3 2.77 .908 40 Semyon Varlamov 30 17 9 3 2.20 .923 # P Player GP G A P +/- PIM # P Player GP G A P +/- PIM 2 D Nick Leddy 46 2 25 27 1 6 2 D Justin Schultz 42 3 20 23 12 8 3 D Adam Pelech 46 2 8 10 10 18 3 D Nick Jensen 43 2 10 12 8 14 4 D Andy Greene 46 1 4 5 11 6 4 D Brenden Dillon 46 2 13 15 10 40 6 D Ryan Pulock 46 1 14 15 12 4 8 L Alex Ovechkin 42 24 18 42 -7 10 7 R Jordan Eberle 46 15 16 31 11 12 9 D Dmitry Orlov 41 7 8 15 9 16 8 D Noah Dobson 37 3 10 13 4 6 10 R Daniel Sprong 34 7 7 14 6 6 11 C Austin Czarnik 4 0 0 0 -1 0 17 L Michael Raffl 34 3 5 8 -5 26 12 R Josh Bailey 44 8 20 28 12 4 19 C Nicklas Backstrom 46 14 33 47 -1 14 13 C Mathew Barzal 46 13 25 38 16 42 20 C Lars Eller 34 7 14 21 -1 12 14 C Travis Zajac 40 8 12 20 0 6 21 R Garnet Hathaway 46 4 10 14 6 59 15 R Cal Clutterbuck 41 3 6 9 -6 10 26 C Nic Dowd 46 8 2 10 1 24 17 L Matt Martin 46 6 5 11 2 31 33 D Zdeno Chara 45 2 7 9 8 27 18 L Anthony Beauvillier 37 9 10 19 10 10 39 R Anthony Mantha 46 15 11 26 -15 17 20 L Kieffer Bellows 14 3 0 3 0 4 43 R Tom Wilson 37 11 17 28 -1 49 21 C Kyle Palmieri 41 9 10 19 -5 18 57 D Trevor van Riemsdyk 10 1 0 1 -4 0 24 D Scott Mayfield 46 2 10 12 0 34 62 L Carl Hagelin 46 5 8 13 4 12 25 D Sebastian Aho 3 1 1 2 -1 2 73 L Conor Sheary 43 12 8 20 -2 14 26 R Oliver Wahlstrom 36 9 7 16 0 19 74 D John Carlson 46 10 32 42 -7 10 28 L Michael Dal Colle 23 1 3 4 3 4 77 R T.J. -
20 0124 Bridgeport Bios
BRIDGEPORT SOUND TIGERS: COACHES BIOS BRENT THOMPSON - HEAD COACH Brent Thompson is in his seventh season as head coach of the Bridgeport Sound Tigers, which also marks his ninth year in the New York Islanders organization. Thompson was originally hired to coach the Sound Tigers on June 28, 2011 and led the team to a division title in 2011-12 before being named assistant South Division coach of the Islanders for two seasons (2012-14). On May 2, 2014, the Islanders announced Thompson would return to his role as head coach of the Sound Tigers. He is 246-203-50 in 499 career regular-season games as Bridgeport's head coach. Thompson became the Sound Tigers' all-time winningest head coach on Jan. 28, 2017, passing Jack Capuano with his 134th career victory. Prior to his time in Bridgeport, Thompson served as head coach of the Alaska Aces (ECHL) for two years (2009-11), winning the Kelly Cup Championship in 2011. During his two seasons as head coach in Alaska, Thompson amassed a record of 83- 50-11 and won the John Brophy Award as ECHL Coach of the Year in 2011 after leading the team to a record of 47-22-3. Thompson also served as a player/coach with the CHL’s Colorado Eagles in 2003-04 and was an assistant with the AHL’s Peoria Rivermen from 2005-09. Before joining the coaching ranks, Thompson enjoyed a 14-year professional playing career from 1991-2005, which included 121 NHL games and more than 900 professional contests. The Calgary, AB native was originally drafted by the Los Angeles Kings in the second round (39th overall) of the 1989 NHL Entry Draft. -
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 -
New York Islanders Game Notes
New York Islanders Game Notes Sun, Mar 7, 2021 NHL Game #391 New York Islanders 14 - 6 - 4 (32 pts) Buffalo Sabres 6 - 13 - 3 (15 pts) Team Game: 25 9 - 0 - 2 (Home) Team Game: 23 2 - 7 - 2 (Home) Home Game: 12 5 - 6 - 2 (Road) Road Game: 12 4 - 6 - 1 (Road) # Goalie GP W L OT GAA SV% # Goalie GP W L OT GAA SV% 30 Ilya Sorokin 6 3 2 1 2.16 .909 34 Jonas Johansson 3 0 2 0 3.90 .902 33 Jakub Skarek - - - - - - 40 Carter Hutton 9 1 7 1 3.40 .883 40 Semyon Varlamov 18 11 4 3 2.10 .926 # P Player GP G A P +/- PIM # P Player GP G A P +/- PIM 2 D Nick Leddy 24 1 14 15 0 0 4 L Taylor Hall 22 2 11 13 -13 10 3 D Adam Pelech 24 1 5 6 5 16 9 C Jack Eichel 20 2 15 17 -9 6 4 D Andy Greene 24 0 2 2 8 0 12 C Eric Staal 22 3 5 8 -13 4 6 D Ryan Pulock 24 0 9 9 6 4 13 L Tobias Rieder 20 4 0 4 -5 0 7 R Jordan Eberle 24 9 6 15 4 8 15 C Riley Sheahan 22 2 1 3 -1 4 8 D Noah Dobson 24 2 8 10 6 4 20 C Cody Eakin 22 1 2 3 -7 2 11 C Austin Czarnik 2 0 0 0 0 0 21 R Kyle Okposo 17 0 1 1 -6 0 12 R Josh Bailey 24 2 11 13 2 2 23 R Sam Reinhart 20 9 8 17 -12 6 13 C Mathew Barzal 24 9 13 22 10 30 24 C Dylan Cozens 17 3 1 4 -4 5 15 R Cal Clutterbuck 22 2 5 7 -1 2 26 D Rasmus Dahlin 22 1 9 10 -22 6 17 L Matt Martin 24 4 3 7 2 16 27 C Curtis Lazar 20 4 1 5 -2 0 18 L Anthony Beauvillier 15 2 4 6 2 6 33 D Colin Miller 21 2 3 5 -14 8 20 L Kieffer Bellows 8 0 0 0 -1 0 37 C Casey Mittelstadt 7 1 2 3 -2 0 24 D Scott Mayfield 24 2 5 7 -4 18 44 D Matt Irwin 11 0 2 2 -6 4 25 D Sebastian Aho - - - - - - 53 L Jeff Skinner 19 0 1 1 -5 8 26 R Oliver Wahlstrom 17 4 4 8 5 4 55 D Rasmus -
St. Louis Blues Game Notes
St. Louis Blues Game Notes Sat, Jan 5, 2019 NHL Game #642 St. Louis Blues 16 - 18 - 4 (36 pts) New York Islanders 22 - 13 - 4 (48 pts) Team Game: 39 10 - 11 - 2 (Home) Team Game: 40 10 - 5 - 3 (Home) Home Game: 24 6 - 7 - 2 (Road) Road Game: 22 12 - 8 - 1 (Road) # Goalie GP W L OT GAA SV% # Goalie GP W L OT GAA SV% 34 Jake Allen 32 14 12 4 3.03 .901 1 Thomas Greiss 23 12 7 1 2.63 .917 85 Evan Fitzpatrick - - - - - - 40 Robin Lehner 20 10 6 3 2.13 .929 # P Player GP G A P +/- PIM # P Player GP G A P +/- PIM 4 D Carl Gunnarsson 8 0 0 0 6 2 2 D Nick Leddy 39 1 12 13 -2 12 6 D Joel Edmundson 34 1 6 7 -6 52 3 D Adam Pelech 36 3 4 7 10 10 7 L Pat Maroon 32 3 8 11 -14 34 6 D Ryan Pulock 39 3 15 18 2 4 10 C Brayden Schenn 34 7 15 22 -9 28 7 R Jordan Eberle 35 7 10 17 -11 12 15 C Robby Fabbri 17 2 2 4 0 0 12 R Josh Bailey 39 8 23 31 13 13 17 L Jaden Schwartz 25 3 12 15 1 8 13 C Mathew Barzal 39 12 26 38 -4 26 18 C Robert Thomas 33 4 9 13 -5 8 14 R Tom Kuhnhackl 19 3 3 6 1 6 19 D Jay Bouwmeester 34 1 6 7 -11 20 15 R Cal Clutterbuck 35 2 4 6 -5 36 20 L Alexander Steen 30 6 9 15 -1 10 17 L Matt Martin 28 4 3 7 3 25 21 C Tyler Bozak 38 6 11 17 -4 10 18 L Anthony Beauvillier 38 11 5 16 -1 4 27 D Alex Pietrangelo 27 5 8 13 -6 12 21 D Luca Sbisa 8 0 1 1 0 2 29 D Vince Dunn 36 3 13 16 3 23 24 D Scott Mayfield 37 3 11 14 12 40 41 D Robert Bortuzzo 20 1 4 5 0 13 25 D Devon Toews 5 1 0 1 5 0 43 D Jordan Schmaltz 20 0 2 2 -7 2 26 R Joshua Ho-Sang 9 1 1 2 2 4 49 C Ivan Barbashev 36 5 6 11 -9 9 27 L Anders Lee 39 14 14 28 10 33 55 D Colton Parayko 38 8 3 11 3 6 28 L Michael Dal Colle 5 0 1 1 0 0 57 L David Perron 37 13 14 27 0 34 29 C Brock Nelson 39 13 13 26 14 14 70 C Oskar Sundqvist 30 7 3 10 -2 12 32 L Ross Johnston 11 0 3 3 2 21 90 C Ryan O'Reilly 38 15 22 37 7 6 47 R Leo Komarov 39 5 9 14 12 26 91 R Vladimir Tarasenko 37 11 11 22 -15 18 53 C Casey Cizikas 32 10 5 15 11 18 55 D Johnny Boychuk 38 2 7 9 5 9 President of Hockey Operations & Doug Armstrong President & General Manager Lou Lamoriello GM/Alt. -
2020-2021 | New York Islanders | Training Camp Roster
2020-2021 | NEW YORK ISLANDERS | TRAINING CAMP ROSTER FORWARDS # NAME DRAFT HT WT SHOT BIRTHDATE HOMETOWN 19-20 CLUB (LEAGUE) 12 Josh Bailey 2008 - 1st Round (9) 6’01 200 L 10/02/89 Bowmanville, ON NY ISLANDERS (NHL) 13 Mathew Barzal 2015 - 1st Round (16) 6’00 187 R 05/26/97 Coquitlam, BC NY ISLANDERS (NHL) 18 Anthony Beauvillier 2015 - 1st Round (28) 5’11 182 L 06/08/97 Sorel-Tracy, QC NY ISLANDERS (NHL) 20 Kieffer Bellows 2016 - 1st Round (19) 6’00 195 L 06/10/98 Edina, MN Bridgeport (AHL)/NY ISLANDERS (NHL) 53 Casey Cizikas 2009 - 4th Round (92) 5’11 195 L 02/27/91 Toronto, ON NY ISLANDERS (NHL) 15 Cal Clutterbuck 2006 - 3rd Round (72, MIN) 5’11 215 R 11/18/87 Welland. ON NY ISLANDERS (NHL) 11 Austin Czarnik Undrafted 5’09 175 R 12/12/92 Washington Township, MI CALGARY (NHL)/Stockton (AHL) 28 Michael Dal Colle 2014 - 1st Round (5) 6’03 200 L 06/20/96 Woodbridge, ON Bridgeport (AHL)/NY ISLANDERS (NHL) 7 Jordan Eberle 2008 - 1st Round (22, EDM) 5’11 187 R 05/15/90 Regina, SK NY ISLANDERS (NHL) 36 A.J. Greer 2015 - 2nd Round (39, COL) 6’03 210 L 12/14/96 Joliette, QC Colorado (AHL) 74 Simon Holmstrom 2019 - 1st Round (23) 6’01 200 L 05/24/01 Tranas, SWE Bridgeport (AHL) 32 Ross Johnston Undrafted 6’05 235 L 02/18/94 Charlottetown, PEI NY ISLANDERS (NHL) 21 Otto Koivula 2016 - 4th Round (120) 6’05 223 L 09/01/98 Nokia, FIN Bridgeport (AHL)/NY ISLANDERS (NHL) 47 Leo Komarov 2006 - 6th Round (180, TOR) 6’00 208 L 01/23/87 Narva, EST NY ISLANDERS (NHL) 14 Tom Kuhnhackl 2010 - 4th Round (110, PIT) 6’02 190 L 01/21/92 Landshut, DEU NY ISLANDERS -
New York Islanders Game Notes
New York Islanders Game Notes Sat, Mar 20, 2021 NHL Game #484 New York Islanders 19 - 8 - 4 (42 pts) Philadelphia Flyers 15 - 10 - 3 (33 pts) Team Game: 32 12 - 1 - 2 (Home) Team Game: 29 7 - 5 - 2 (Home) Home Game: 16 7 - 7 - 2 (Road) Road Game: 15 8 - 5 - 1 (Road) # Goalie GP W L OT GAA SV% # Goalie GP W L OT GAA SV% 30 Ilya Sorokin 9 6 2 1 2.20 .910 34 Alex Lyon - - - - - - 33 Jakub Skarek - - - - - - 37 Brian Elliott 14 7 4 0 2.97 .892 40 Semyon Varlamov 22 13 6 3 2.17 .923 79 Carter Hart 19 8 6 3 3.70 .880 # P Player GP G A P +/- PIM # P Player GP G A P +/- PIM 2 D Nick Leddy 31 1 20 21 1 2 5 D Philippe Myers 20 0 6 6 -9 8 3 D Adam Pelech 31 2 7 9 12 18 6 D Travis Sanheim 27 1 8 9 -9 8 4 D Andy Greene 31 0 2 2 6 4 8 D Robert Hagg 21 1 1 2 0 10 6 D Ryan Pulock 31 0 12 12 9 4 9 D Ivan Provorov 28 4 10 14 5 6 7 R Jordan Eberle 31 9 10 19 6 8 10 C Andy Andreoff 6 0 0 0 -6 9 8 D Noah Dobson 28 3 9 12 6 4 11 R Travis Konecny 22 7 11 18 5 10 11 C Austin Czarnik 4 0 0 0 -1 0 12 L Michael Raffl 23 3 4 7 -3 14 12 R Josh Bailey 31 3 13 16 6 2 13 C Kevin Hayes 28 9 12 21 3 10 13 C Mathew Barzal 31 9 15 24 12 36 14 C Sean Couturier 18 6 13 19 5 4 15 R Cal Clutterbuck 29 3 5 8 -2 2 19 C Nolan Patrick 28 3 3 6 -13 16 17 L Matt Martin 31 5 4 9 2 16 21 C Scott Laughton 25 7 9 16 8 12 18 L Anthony Beauvillier 22 2 4 6 4 6 23 L Oskar Lindblom 24 4 5 9 -5 2 20 L Kieffer Bellows 12 3 0 3 1 4 25 L James van Riemsdyk 28 13 16 29 6 10 24 D Scott Mayfield 31 2 6 8 -3 24 28 C Claude Giroux 26 7 16 23 1 10 25 D Sebastian Aho 3 1 1 2 -1 2 39 D Nate Prosser -
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