Scrape Individual Player Statistics
scrapeIndivStats.Rd
Webscrape (using rvest) all individual player statistics for the current season
Arguments
- games
collecting data for 'all' (default), 'conference', or 'nonconference' games. Currently no support for 'nonconference' games
- players
type of players stats to collect, 'goalies' (default) or 'skaters'
- gender
'women' (default) or 'men'
- verbose
TRUE (default) for intermediate data scraping output messages, FALSE for no additional output
Examples
scrapeIndivStats(verbose=FALSE)
#> No. Name Year Position GamesPlayed GamesStarted Minutes
#> 1 1 Grace Kedziora Fr G 5 0 27:49
#> 2 31 Kaley Doyle So G 23 16 1246:05
#> 3 53 Hayley Kliczko Sr G 10 8 469:22
#> 4 1 Michelle Pasiechnyk So G 31 31 1818:32
#> 5 30 Alex Madrid Fr G 9 2 144:26
#> 6 31 Marie Dedert Jr G 3 0 7:18
#> 7 37 Amanda Zeglen Sr G 8 3 196:20
#> 8 30 Averill McCorkle Fr G 3 0 0:00
#> 9 31 Kayle Osborne So G 20 19 1137:04
#> 10 83 Hannah Murphy Fr G 22 20 1206:48
#> 11 1 Deanna Fraser So G 5 3 138:59
#> 12 29 Lindsay Browning Sr G 28 26 1606:32
#> 13 31 Brynn Dulac Fr G 3 0 72:25
#> 14 48 Belle Mende Fr G 4 0 0:00
#> 15 29 Hannah Humphreys Jr G 9 8 448:00
#> 16 35 Maggie Emerson Fr G 22 21 1295:47
#> 17 1 Alex Pellicci Fr G 3 3 180:19
#> 18 29 Lindsay Reed Jr G 13 13 774:00
#> 19 30 Daisy Boynton Fr G NA NA 0:00
#> 20 32 Emily Davidson Fr G NA NA 0:00
#> 21 35 Becky Dutton Sr G 16 16 966:01
#> 22 30 Cassie Reale Jr G 4 2 119:57
#> 23 33 Rachel McQuigge Sr G 30 29 1706:35
#> 24 35 Jennifer Olnowich Fr G 6 1 103:15
#> 25 30 Corinne Schroeder Sr G 27 24 1477:55
#> 26 33 Catie Boudiette So G 4 0 20:00
#> 27 37 Logan Angers Sr G 15 13 805:58
#> 28 30 Ashlyn Lewis Fr G 1 0 0:00
#> 29 31 Amanda Rampado Jr G 31 28 1790:43
#> 30 34 Jaden Mirek So G 4 0 0:00
#> 31 35 Emilie Venne So G 7 2 120:00
#> 32 1 Grace Smith Sr G 1 0 3:44
#> 33 30 Jaimie Rainville Sr G 7 1 115:53
#> 34 31 Caitlin Whitehead Jr G 6 2 59:39
#> 35 32 Lucy Morgan Jr G 34 34 2044:05
#> 36 30 Hope Crisafi So G 9 2 248:50
#> 37 31 Sophie Matsoukas Fr G 16 13 783:15
#> 38 35 Olivia Rinzel So G 19 19 998:52
#> 39 30 Pia Dukaric Fr G 15 12 837:07
#> 40 31 Mia Wendell Fr G NA NA 0:00
#> 41 32 Gianna Meloni Sr G 25 21 1264:25
#> 42 35 Courtney DeNaut Jr G 1 0 0:00
#> GoalsAgainst GoalsAgainstAverage Saves SavePercentage Wins Losses Ties
#> 1 1 2.16 15 0.938 0 0 0
#> 2 44 2.12 600 0.932 6 10 4
#> 3 39 4.99 251 0.866 0 8 1
#> 4 51 1.68 675 0.930 20 8 3
#> 5 5 2.08 47 0.904 1 1 0
#> 6 0 0.00 4 1.000 0 0 0
#> 7 7 2.14 53 0.883 1 2 0
#> 8 0 NA 0 NA 0 0 0
#> 9 37 1.95 378 0.911 13 5 1
#> 10 30 1.49 401 0.930 17 3 0
#> 11 7 3.02 71 0.910 1 2 0
#> 12 55 2.05 718 0.929 13 12 2
#> 13 5 4.14 28 0.848 0 0 0
#> 14 0 NA 0 NA 0 0 0
#> 15 26 3.48 192 0.881 1 6 1
#> 16 70 3.24 590 0.894 8 13 0
#> 17 5 1.66 44 0.898 3 0 0
#> 18 31 2.40 323 0.912 7 6 0
#> 19 NA NA NA NA NA NA NA
#> 20 NA NA NA NA NA NA NA
#> 21 32 1.99 376 0.922 12 3 1
#> 22 4 2.00 51 0.927 1 1 0
#> 23 53 1.86 807 0.938 10 14 4
#> 24 4 2.32 46 0.920 1 0 1
#> 25 37 1.50 697 0.950 14 8 2
#> 26 2 6.00 8 0.800 0 0 0
#> 27 19 1.41 259 0.932 11 2 1
#> 28 0 NA 0 NA 0 0 0
#> 29 71 2.38 945 0.930 8 22 0
#> 30 0 NA 0 NA 0 0 0
#> 31 5 2.50 36 0.878 1 1 0
#> 32 1 16.07 0 0.000 0 0 0
#> 33 8 4.14 49 0.860 0 1 0
#> 34 1 1.01 17 0.944 2 0 0
#> 35 60 1.76 920 0.939 13 14 7
#> 36 15 3.62 115 0.885 0 2 0
#> 37 50 3.83 421 0.894 3 11 0
#> 38 67 4.02 471 0.875 2 15 1
#> 39 19 1.36 249 0.929 10 3 1
#> 40 NA NA NA NA 0 0 0
#> 41 31 1.47 471 0.938 16 5 0
#> 42 0 NA 0 NA 0 0 0
#> WinPercentage Team
#> 1 NA brown
#> 2 0.400 brown
#> 3 0.056 brown
#> 4 0.694 clarkson
#> 5 0.500 clarkson
#> 6 NA clarkson
#> 7 0.333 clarkson
#> 8 NA colgate
#> 9 0.711 colgate
#> 10 0.850 colgate
#> 11 0.333 cornell
#> 12 0.519 cornell
#> 13 NA cornell
#> 14 NA cornell
#> 15 0.188 dartmouth
#> 16 0.381 dartmouth
#> 17 1.000 harvard
#> 18 0.538 harvard
#> 19 NA harvard
#> 20 NA harvard
#> 21 0.781 harvard
#> 22 0.500 princeton
#> 23 0.429 princeton
#> 24 0.750 princeton
#> 25 0.625 quinnipiac
#> 26 NA quinnipiac
#> 27 0.821 quinnipiac
#> 28 NA rensselaer
#> 29 0.267 rensselaer
#> 30 NA rensselaer
#> 31 0.500 rensselaer
#> 32 NA stlawrence
#> 33 0.000 stlawrence
#> 34 1.000 stlawrence
#> 35 0.485 stlawrence
#> 36 0.000 union
#> 37 0.214 union
#> 38 0.139 union
#> 39 0.750 yale
#> 40 NA yale
#> 41 0.762 yale
#> 42 NA yale
scrapeIndivStats(games="conference", players="skaters", gender="men", verbose=FALSE)
#> No. Name Year Position GamesPlayed Goals Assists Points
#> 1 2 Luke Krys Jr D 22 2 6 8
#> 2 3 Luke Albert Jr D 22 0 4 4
#> 3 4 Brett Bliss Fr D 21 2 2 4
#> 4 7 Justin Jallen Jr F 21 5 6 11
#> 5 8 Thomas Manty Fr F 18 3 2 5
#> 6 9 Connor Marshall Jr F 6 0 0 0
#> 7 10 Jonny Russell Jr F 21 1 0 1
#> 8 11 Nathan Plessis Jr F 22 2 4 6
#> 9 12 Matt Sutton So F 18 1 2 3
#> 10 13 Lynden Grandberg Fr F 17 0 2 2
#> 11 14 Spence Evans Fr D 3 0 0 0
#> 12 15 Tony Andreozzi Fr D 22 0 1 1
#> 13 16 Tristan Crozier Sr F 19 5 5 10
#> 14 17 Bradley Cocca Jr F 8 0 0 0
#> 15 18 Jake Harris Sr F 22 3 7 10
#> 16 19 Samuli Niinisaari Jr D 20 1 8 9
#> 17 20 Noah Wakeford Fr F 17 0 0 0
#> 18 21 Wyatt Schlaht Fr F 20 0 0 0
#> 19 22 Matty Holmes Jr F NA NA NA 0
#> 20 23 Jackson Munro Fr D 13 1 3 4
#> 21 24 Dorian Dawson Sr D NA NA NA 0
#> 22 25 Michael Maloney Sr F 22 7 2 9
#> 23 26 James Crossman Jr D 13 1 1 2
#> 24 27 Jordan Tonelli So F 18 1 2 3
#> 25 28 Brendan Clark Fr F 18 0 0 0
#> 26 29 Cole Quisenberry Jr F 13 1 3 4
#> 27 2 Lukas Kaelble Sr D 18 2 9 11
#> 28 3 Kaelan Taylor So D 20 0 3 3
#> 29 4 Brian Hurley Sr D 13 2 2 4
#> 30 5 Michael Underwood Sr D 21 0 3 3
#> 31 6 Jack Jacome Sr F 23 2 19 21
#> 32 8 Chris Klack Sr F 19 1 0 1
#> 33 9 Jamie Collins Sr F 12 2 0 2
#> 34 10 Nick Wicks Jr F NA NA NA 0
#> 35 11 Alex Campbell So F 23 14 15 29
#> 36 12 Caden Lewandowski Fr D NA NA NA 0
#> 37 13 Mathieu Gosselin Jr F 23 8 18 26
#> 38 14 Luke Mobley So F 22 0 8 8
#> 39 15 Ayrton Martino Fr F 23 5 13 18
#> 40 16 Tommy Pasanen So D 19 2 4 6
#> 41 17 Zach Tsekos Sr F 21 10 10 20
#> 42 18 Noah Beck So D 23 4 13 17
#> 43 19 Nick Campoli Sr F 22 4 1 5
#> 44 20 Charlie Campbell So F NA NA NA 0
#> 45 21 George Grannis Fr F 11 1 2 3
#> 46 23 Jordan Power So D 23 3 7 10
#> 47 26 Ryan Richardson Fr F 23 2 6 8
#> 48 27 Dustyn McFaul Jr D 22 2 4 6
#> 49 28 Jordan Robert Jr D 1 0 0 0
#> 50 29 Anthony Romano Jr F 23 12 9 21
#> 51 39 Luke Santerno Sr F 17 9 5 14
#> 52 44 Anthony Callin Sr F 15 4 9 13
#> 53 2 Pierson Brandon So D 23 2 5 7
#> 54 3 Anthony Stark Jr D 17 0 1 1
#> 55 4 Elliott McDermott So D 23 2 9 11
#> 56 5 Paul McAvoy Sr F 15 1 1 2
#> 57 7 Josh McKechney Sr F 23 8 5 13
#> 58 8 Pj Garrett So D 7 0 1 1
#> 59 9 Nic Belpedio Fr D 23 2 4 6
#> 60 10 Arnaud Vachon Jr F 23 3 4 7
#> 61 12 Colton Young Jr F 22 5 8 13
#> 62 13 Matt Verboon Jr F 23 3 11 14
#> 63 14 Ethan Manderville Jr F 22 3 5 8
#> 64 15 Jack Hoey Jr F NA NA NA 0
#> 65 16 Griffin Lunn Sr F 22 11 5 16
#> 66 17 Ross Mitton So F 20 0 5 5
#> 67 18 Ben Raymond Fr F 11 0 1 1
#> 68 19 Ryan McGuire Fr F 21 0 1 1
#> 69 20 Levi Glasman So F 14 3 0 3
#> 70 21 Alex Young So F 22 6 11 17
#> 71 22 Cole Hanson Fr F 14 0 0 0
#> 72 23 Jeff Stewart Sr F 23 2 4 6
#> 73 25 Tommy Bergsland Fr D 23 2 1 3
#> 74 26 Liam Watson-Brawn Jr D 11 0 2 2
#> 75 27 Nick Anderson So D 18 0 7 7
#> 76 28 Alex Dipaolo Fr F 17 3 7 10
#> 77 2 Peter Muzyka Jr D 4 0 0 0
#> 78 3 Cody Haiskanen Sr D 20 1 2 3
#> 79 4 Hank Kempf Fr D 22 0 7 7
#> 80 5 Sebastian Dirven Jr D 21 1 3 4
#> 81 6 Kyler Kovich Fr F 13 0 1 1
#> 82 7 Jimmy Rayhill Fr D NA NA NA 0
#> 83 8 Jack Lagerstrom So D 7 0 0 0
#> 84 9 Jack O'Leary So F 9 0 0 0
#> 85 10 Travis Mitchell Jr D 22 3 11 14
#> 86 11 Kyle Betts Sr F 22 5 11 16
#> 87 12 Tim Rego So D 22 2 8 10
#> 88 13 Jack Malone Jr F 22 8 6 14
#> 89 14 Ben Tupker Jr F 20 3 2 5
#> 90 15 Max Andreev Sr F 12 7 10 17
#> 91 16 Dan McIntyre Fr F NA NA NA 0
#> 92 17 Zach Bramwell Sr F 3 0 0 0
#> 93 18 Justin Ertel Fr F 15 0 5 5
#> 94 19 Sullivan Mack Fr F 16 1 1 2
#> 95 20 Matt Stienburg Jr F 20 10 13 23
#> 96 21 Zach Tupker Jr F 22 1 3 4
#> 97 22 Kyle Penney So F 22 7 4 11
#> 98 23 Liam Motley Sr F 14 2 1 3
#> 99 24 Sam Malinski Jr D 22 3 14 17
#> 100 26 Ondrej Psenicka Fr F 22 8 4 12
#> 101 27 Michael Suda Fr D 5 0 0 0
#> 102 28 Brenden Locke Sr F 22 1 10 11
#> 103 29 Ben Berard Jr F 19 10 7 17
#> 104 2 Harrison Markell Sr D 22 1 4 5
#> 105 3 Dylan Witzke Fr D 12 0 3 3
#> 106 4 Tyler Borsch So D 21 0 1 1
#> 107 5 Brock Paul Jr D 6 1 2 3
#> 108 6 Tanner Palocsik Jr D 22 3 11 14
#> 109 7 Jack Cameron Jr D 22 3 2 5
#> 110 8 Joey Musa So F 21 2 6 8
#> 111 9 Ryan Lovett So F 2 0 0 0
#> 112 10 Ryan Sorkin So F 20 1 3 4
#> 113 11 Mark Gallant Jr F 21 7 6 13
#> 114 12 Nick Unruh So F 17 0 4 4
#> 115 14 Steven Townley Fr F 17 3 2 5
#> 116 15 Sean Chisholm Fr F 21 6 9 15
#> 117 16 Tyler Campbell Jr F 16 1 0 1
#> 118 17 Braiden Dorfman Fr F 22 5 5 10
#> 119 18 Josh Waters So F 8 0 0 0
#> 120 20 Erik Urbank Sr F 14 0 1 1
#> 121 21 Matt Hubbarde Fr F 13 4 3 7
#> 122 22 Sam Hesler Sr F 18 1 4 5
#> 123 23 Ian Pierce Fr D 21 2 5 7
#> 124 25 Nate Morgan Fr F 22 0 1 1
#> 125 26 Jeff Losurdo Sr F 21 5 2 7
#> 126 27 Trym Lokkeberg Fr F 15 0 1 1
#> 127 28 Brady Macdonald Fr D NA NA NA 0
#> 128 29 Sean Keohan Jr D 22 0 1 1
#> 129 2 Ian Moore Fr D 24 1 13 14
#> 130 3 Henry Thrun Jr D 24 4 12 16
#> 131 6 John Fusco So D 18 1 0 1
#> 132 7 Rj Murphy Sr F 19 0 0 0
#> 133 8 Alex Gaffney Fr F 21 5 6 11
#> 134 10 Jack Donato Sr F 23 5 1 6
#> 135 12 Jackson Hartje Sr D NA NA NA 0
#> 136 14 Jace Foskey Jr D 3 0 0 0
#> 137 16 Nick Abruzzese Jr F 20 7 16 23
#> 138 17 John Farinacci Jr F 19 5 7 12
#> 139 18 Alex Laferriere So F 24 12 9 21
#> 140 19 Matthew Coronato Fr F 24 13 12 25
#> 141 20 Tommy Lyons Fr F 10 0 0 0
#> 142 21 Sean Farrell So F 16 6 10 16
#> 143 22 Ryan Siedem Jr D 23 1 11 12
#> 144 23 Baker Shore Sr F 24 3 4 7
#> 145 24 Jack Bar Fr D 23 0 4 4
#> 146 26 Ryan Drkulec So F 3 0 0 0
#> 147 27 Austin Wong Jr F 22 1 3 4
#> 148 33 Kyle Aucoin Fr D 22 0 2 2
#> 149 43 Christian Jimenez Fr D 5 0 1 1
#> 150 46 Marshall Rifai Sr D 24 3 6 9
#> 151 47 Casey Dornbach Sr F 23 5 10 15
#> 152 59 Zakary Karpa Fr F 23 4 5 9
#> 153 96 Wyllum Deveaux Sr F 19 1 1 2
#> 154 2 Mike Ufberg Sr D 13 1 2 3
#> 155 3 Mike Kennedy So D 10 2 1 3
#> 156 4 David Ma Fr D 16 1 4 5
#> 157 5 Mark Paolini Sr D 22 2 8 10
#> 158 6 Matt Kellenberger Sr D 16 1 2 3
#> 159 7 Nick Carabin So D 18 0 1 1
#> 160 8 Sami Pharaon Sr D 1 0 0 0
#> 161 9 Mackenzie Merriman So F 19 2 2 4
#> 162 10 Alex Konovolov Fr F 15 0 3 3
#> 163 12 Ian Murphy So F 16 8 9 17
#> 164 13 Nick Seitz So F 22 3 4 7
#> 165 14 Liam Gorman Jr F 19 1 1 2
#> 166 15 Spencer Kersten Jr F 22 5 7 12
#> 167 16 Finn Evans Sr F 17 6 3 9
#> 168 17 Adam Robbins So F 22 4 6 10
#> 169 18 Matt Hayami Jr F 4 0 0 0
#> 170 19 Jack Cronin Fr F 18 2 3 5
#> 171 20 Christian O'Neill Sr F 22 2 6 8
#> 172 21 Pito Walton Jr D 22 3 6 9
#> 173 22 Noa De la durantaye N/A h000 21 1 4 5
#> 174 23 Joe Berg So F 19 1 0 1
#> 175 24 Matthew Thom Sr D 19 1 4 5
#> 176 25 Luke Keenan Sr F 22 2 2 4
#> 177 27 Corey Andonovski Sr F 22 6 9 15
#> 178 2 Iivari Rasanen So D 24 0 2 2
#> 179 3 Jack Babbage Fr D NA NA NA 0
#> 180 4 Michael Lombardi Sr F 24 8 7 15
#> 181 5 Cj McGee Jr D 7 0 1 1
#> 182 6 Griffin Mendel Sr D 24 1 5 6
#> 183 7 Marcus Chorney Sr D 24 3 2 5
#> 184 8 Nick Bochen So D 6 1 0 1
#> 185 10 Ethan De jong Sr F 24 6 9 15
#> 186 11 Wyatt Bongiovanni Sr F 24 8 12 20
#> 187 12 Oliver Chau Sr F 24 8 10 18
#> 188 13 Christophe Fillion So F 13 0 3 3
#> 189 14 Ethan Leyh Jr F 17 2 3 5
#> 190 15 Jayden Lee Jr D 24 2 7 9
#> 191 16 Jacob Quillan Fr F 21 0 5 5
#> 192 17 Joey Cipollone Jr F 23 6 3 9
#> 193 18 Tony Stillwell Sr D 8 0 2 2
#> 194 19 Tj Friedmann Sr D 24 5 8 13
#> 195 22 Skyler Brind'Amour Jr F 24 1 11 12
#> 196 23 Zach Metsa Sr D 24 6 10 16
#> 197 24 Brendan Less Sr D 22 2 10 12
#> 198 26 Guus Van nes Sr F 23 6 5 11
#> 199 27 Desi Burgart Sr F 24 4 5 9
#> 200 28 Liam McLinskey Fr F NA NA NA 0
#> 201 29 Christophe Tellier Fr F 4 0 2 2
#> 202 96 Ty Smilanic So F 23 7 5 12
#> 203 2 Simon Kjellberg Jr D 21 2 11 13
#> 204 3 Lauri Sertti So D 18 0 4 4
#> 205 4 Mason Klee Jr D 19 1 1 2
#> 206 5 Anthony Baxter Sr D 20 2 7 9
#> 207 6 Jack Agnew So D 22 1 2 3
#> 208 7 Nick Bowman Sr F 10 0 0 0
#> 209 8 James McIsaac So F 7 1 0 1
#> 210 9 Reid Leibold Fr F 6 1 0 1
#> 211 10 Dylan Davies So D 5 0 2 2
#> 212 11 Ottoville Leppanen Sr F 20 3 10 13
#> 213 13 Tj Walsh Jr F 20 3 8 11
#> 214 14 Zach Dubinsky Jr F 22 5 5 10
#> 215 15 Altti Nykanen So F 2 0 0 0
#> 216 16 Rory Herrman Jr F 14 1 0 1
#> 217 17 John Beaton So F 20 1 4 5
#> 218 18 Jakob Lee So F 16 0 2 2
#> 219 19 Ture Linden Sr F 22 12 7 19
#> 220 20 Henri Schreifels So F 12 0 0 0
#> 221 21 Louie Helsen Jr D 6 0 0 0
#> 222 22 Justin Addamo Sr F 20 6 4 10
#> 223 23 Jake Johnson Sr D 18 2 7 9
#> 224 24 Jack Brackett So F 9 1 1 2
#> 225 25 Ryan Mahshie Jr F 20 4 6 10
#> 226 26 Shane Sellar Sr F 18 6 3 9
#> 227 27 Jake Gagnon So F 8 1 0 1
#> 228 28 Kyle Hallbauer Sr D 18 0 3 3
#> 229 39 Jakub Lacka Sr F 22 5 8 13
#> 230 3 Luke Erickson So D 12 0 1 1
#> 231 4 Mason Waite Fr D 21 2 3 5
#> 232 7 Luc Salem So D 22 1 3 4
#> 233 8 Oak Macleod Fr F 10 0 2 2
#> 234 9 Philippe Chapleau Fr D 22 3 3 6
#> 235 10 David Jankowski Sr F 20 3 11 14
#> 236 11 Will Arquiett Fr F 9 1 0 1
#> 237 12 Greg Lapointe So F NA NA NA 0
#> 238 13 Aleksi Peltonen Jr F 14 1 6 7
#> 239 14 Justin Paul So F 22 6 7 13
#> 240 15 Ty Naaykens Fr F 19 3 2 5
#> 241 16 Drake Burgin Fr D 13 0 0 0
#> 242 17 Reilly Moran So F 20 2 2 4
#> 243 18 Kaden Pickering Sr F 21 4 8 12
#> 244 19 Max Dorrington So F 20 4 3 7
#> 245 20 Nicholas Trela So F 18 2 1 3
#> 246 21 Cameron Buhl Jr F 19 2 2 4
#> 247 22 Jeff Clarke Sr D 13 0 1 1
#> 248 23 Ashton Fry Jr F 16 2 3 5
#> 249 24 Tucker McIntosh So D 20 1 2 3
#> 250 26 Chris Pappas Fr F 17 2 4 6
#> 251 27 Logan Ritchie So F 12 0 0 0
#> 252 28 Josh Boyer Jr F 17 1 4 5
#> 253 29 Jordan Steinmetz Jr F 20 2 2 4
#> 254 33 Tim Makowski Jr D 22 2 3 5
#> 255 2 Josh Phillips Fr D 7 0 0 0
#> 256 4 Dylan Anhorn Jr D 18 4 9 13
#> 257 5 Nic Petruolo So D 16 1 4 5
#> 258 6 Cullen Ferguson Fr D 22 0 6 6
#> 259 7 Brandon Estes Sr D 22 3 15 18
#> 260 8 Chaz Smedsrud Jr F 22 2 7 9
#> 261 9 Gleb Murtazin So F 11 1 0 1
#> 262 10 Ryan Sidorski Sr D 20 0 1 1
#> 263 11 Gabriel Seger Jr F 21 6 6 12
#> 264 12 Fletcher Fineman Sr D 7 0 0 0
#> 265 13 Tyler Watkins So F 20 2 9 11
#> 266 14 Andrew Seaman Fr F 17 2 1 3
#> 267 15 Thomas Richter Fr F 5 1 0 1
#> 268 16 Christian Sanda Jr F 15 3 3 6
#> 269 17 Matt Allen Jr F 12 0 2 2
#> 270 18 Ville Immonen So F 22 3 2 5
#> 271 19 Liam Robertson So F 22 6 2 8
#> 272 20 Collin Graf Fr F 22 5 6 11
#> 273 21 Michael Ryan Sr D 7 0 0 0
#> 274 22 Bram Scheerer So F 3 0 1 1
#> 275 23 Trevor Adams So F 9 0 1 1
#> 276 24 Alex Cohen Jr F 2 0 0 0
#> 277 25 Owen Farris Jr F 14 3 2 5
#> 278 26 Nathan Kelly So D 19 0 3 3
#> 279 27 Josh Kosack Sr F 22 6 6 12
#> 280 28 Caden Villegas Fr F 20 1 3 4
#> 281 29 Michael Hodge Fr F 20 3 2 5
#> 282 2 Kieran O'Hearn Fr D 8 0 1 1
#> 283 3 Michael Young Jr D 22 0 1 1
#> 284 5 Dylan Herzog Fr D 17 1 5 6
#> 285 6 Connor Sullivan Fr D 20 0 1 1
#> 286 7 Brandon Tabakin Jr D 20 1 0 1
#> 287 8 Ryan Conroy So D 21 0 2 2
#> 288 9 Henry Wagner So F 17 1 3 4
#> 289 10 Reilly Connors So F 22 3 4 7
#> 290 11 Niklas Allain So F 21 4 3 7
#> 291 13 Ryan Carmichael Jr D 20 0 1 1
#> 292 14 Ryan Stevens So F 13 1 0 1
#> 293 15 Kyle Johnson Sr F 22 1 1 2
#> 294 16 Teddy Wooding So F 16 2 3 5
#> 295 17 William Dineen Fr F 18 4 4 8
#> 296 18 Justin Pearson Sr F 22 3 8 11
#> 297 19 Quinton Ong Jr F 14 1 1 2
#> 298 21 Briggs Gammill Fr F 20 2 7 9
#> 299 22 Hayden Rowan Jr F 12 0 0 0
#> 300 23 Cole Donhauser Jr F 22 3 6 9
#> 301 24 Graham Lillibridge Sr D 22 2 3 5
#> 302 27 Ian Carpentier So F 21 7 5 12
#> PenaltyMinutes PlusMinus PowerPlayGoals ShortHandedGoals EmptyNetGoals
#> 1 22 -16 1 0 0
#> 2 12 -2 0 0 0
#> 3 12 -6 1 0 0
#> 4 6 -2 2 0 0
#> 5 4 0 0 0 0
#> 6 0 0 0 0 0
#> 7 16 -6 0 0 0
#> 8 10 2 0 0 0
#> 9 0 -8 0 0 0
#> 10 4 -2 0 0 0
#> 11 0 0 0 0 0
#> 12 4 -4 0 0 0
#> 13 23 -3 1 2 0
#> 14 8 -2 0 0 0
#> 15 8 -4 1 0 0
#> 16 6 -2 0 0 0
#> 17 2 0 0 0 0
#> 18 14 -14 0 0 0
#> 19 NA NA NA NA NA
#> 20 29 -1 0 0 0
#> 21 NA NA NA NA NA
#> 22 16 -7 0 0 2
#> 23 12 -3 1 0 0
#> 24 14 -7 0 0 0
#> 25 8 0 0 0 0
#> 26 4 -3 1 0 0
#> 27 10 10 1 0 0
#> 28 4 2 0 0 0
#> 29 2 3 0 0 0
#> 30 10 6 0 0 0
#> 31 18 2 1 0 0
#> 32 10 -1 0 0 0
#> 33 4 -3 1 1 0
#> 34 NA NA NA NA NA
#> 35 2 17 4 1 0
#> 36 NA NA NA NA NA
#> 37 25 16 1 0 0
#> 38 27 2 0 0 0
#> 39 2 9 0 0 0
#> 40 10 18 1 0 0
#> 41 6 11 0 1 2
#> 42 12 11 2 0 0
#> 43 8 -2 1 0 0
#> 44 NA NA NA NA NA
#> 45 6 4 0 0 0
#> 46 4 9 0 0 0
#> 47 8 3 0 0 0
#> 48 10 4 0 0 0
#> 49 0 0 0 0 0
#> 50 4 11 4 0 0
#> 51 10 10 4 0 0
#> 52 0 7 1 0 0
#> 53 8 2 0 0 0
#> 54 2 0 0 0 0
#> 55 12 7 0 0 1
#> 56 6 -1 0 0 0
#> 57 19 7 1 0 0
#> 58 2 -2 0 0 0
#> 59 12 -2 0 0 0
#> 60 25 -2 0 0 0
#> 61 10 3 0 0 0
#> 62 2 6 2 0 0
#> 63 4 -1 1 0 0
#> 64 NA NA NA NA NA
#> 65 8 5 3 0 1
#> 66 0 -8 0 0 0
#> 67 2 -1 0 0 0
#> 68 21 -7 0 0 0
#> 69 18 -3 0 0 0
#> 70 27 1 2 0 0
#> 71 4 -3 0 0 0
#> 72 14 -6 0 0 0
#> 73 23 4 0 0 0
#> 74 4 -2 0 0 0
#> 75 21 -5 0 0 0
#> 76 14 5 0 0 0
#> 77 0 1 0 0 0
#> 78 14 2 0 0 0
#> 79 4 10 0 0 0
#> 80 27 5 0 0 0
#> 81 6 4 0 0 0
#> 82 NA NA NA NA NA
#> 83 2 1 0 0 0
#> 84 4 0 0 0 0
#> 85 38 12 1 0 0
#> 86 30 7 0 0 1
#> 87 0 8 0 0 0
#> 88 20 1 2 0 0
#> 89 6 3 0 0 0
#> 90 8 12 2 0 0
#> 91 NA NA NA NA NA
#> 92 0 0 0 0 0
#> 93 6 6 0 0 0
#> 94 2 -2 0 0 0
#> 95 24 9 3 0 1
#> 96 6 0 0 0 0
#> 97 6 4 0 0 1
#> 98 4 1 0 0 0
#> 99 22 13 1 0 1
#> 100 14 15 2 1 1
#> 101 0 -1 0 0 0
#> 102 16 0 1 0 0
#> 103 6 8 4 0 0
#> 104 8 -2 1 0 0
#> 105 2 -3 0 0 0
#> 106 6 -11 0 0 0
#> 107 15 0 0 0 0
#> 108 8 -15 1 0 0
#> 109 25 -4 0 0 0
#> 110 8 -5 2 0 0
#> 111 2 0 0 0 0
#> 112 2 -2 0 0 0
#> 113 10 -2 2 0 0
#> 114 4 -13 0 0 0
#> 115 2 -7 0 0 1
#> 116 27 -3 0 0 1
#> 117 2 -10 0 0 0
#> 118 30 -8 1 0 0
#> 119 4 -1 0 0 0
#> 120 4 -2 0 0 0
#> 121 2 -5 2 0 0
#> 122 10 -6 0 0 0
#> 123 19 -4 2 0 0
#> 124 4 -12 0 0 0
#> 125 14 -9 2 0 0
#> 126 4 -5 0 0 0
#> 127 NA NA NA NA NA
#> 128 16 -3 0 0 0
#> 129 6 10 1 0 0
#> 130 10 5 1 0 0
#> 131 2 0 1 0 0
#> 132 2 -6 0 0 0
#> 133 10 9 1 0 0
#> 134 4 0 0 0 0
#> 135 NA NA NA NA NA
#> 136 0 0 0 0 0
#> 137 6 11 4 0 0
#> 138 8 7 0 0 0
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