Dominance Quotient

This is a poor attempt to figure out how dominant players were offensively. It is not adjusted for era, or anything like that, and could be greatly improved. It’s basically just the standard deviation among all team leaders, times the number of times the player lead their team in scoring.

I would appreciate any suggestions in the comments.

NHL Player Seasons led team Dominance Quotient
Gretzky, Wayne 19 706.39
Lemieux, Mario 11 282.72
Yzerman, Steve 11 167.35
Dionne, Marcel 12 142.06
Howe, Gordie 17 125.21
Jagr, Jaromir 13 118.12
Sakic, Joe 12 117.62
Sundin, Mats 13 113.29
Hawerchuk, Dale 12 112.10
Crosby, Sidney 8 98.14
Bathgate, Andy 9 92.88
Modano, Mike 11 91.98
Lafleur, Guy 8 88.59
Ovechkin, Alex 10 88.03
Bure, Pavel 7 84.23
Savard, Denis 7 78.50
LaFontaine, Pat 6 67.24
Thornton, Joe 10 65.65
Federko, Bernie 9 65.60
Esposito, Phil 10 64.16
Iginla, Jarome 12 61.65
Yashin, Alexei 9 58.43
Roenick, Jeremy 8 56.51
Weight, Doug 8 53.10
Perreault, Gilbert 12 52.19
Turgeon, Pierre 7 50.46
Hull, Brett 9 49.81
Clarke, Bobby 8 47.64
Kariya, Paul 9 45.51
Selanne, Teemu 8 42.86
Bossy, Mike 6 42.44
Maruk, Dennis 6 42.44
Kopitar, Anze 9 41.20
Oates, Adam 6 40.71
Recchi, Mark 8 39.45
Staal, Eric 8 38.77
Stastny, Peter 7 38.36
Palffy, Zigumund 5 37.39
Francis, Ron 7 36.44
Mikita, Stan 8 34.67
Nilsson, Kent 5 34.44
Sittler, Darryl 8 33.99
Fleury, Theo 7 33.90
Hull, Bobby 6 32.06
Doan, Shane 7 30.07
Jokinen, Olli 5 30.01
Unger, Garry 5 28.04
Richard, Maurice 5 27.55
Robitaille, Luc 6 26.30
Satan, Miroslav 7 26.25
Kovalchuk, Ilya 5 25.58
Messier, Mark 5 24.60
Getzlaf, Ryan 6 24.57
Denneny, Cy 7 23.70
Stewart, Robert 6 22.84
Naslund, Markus 7 22.43
Cowley, Bill 6 21.11
Tavares, John 6 19.38
Gaborik, Marion 4 18.03
Amonte, Tony 4 17.30
Giroux, Claude 5 17.22
Beliveau, Jean 6 17.07
Tkachuk, Keith 5 16.73
Damphousse, Vincent 5 16.24
Whitney, Ray 7 16.06
Lysiak, Tom 6 14.76
Heatley, Dany 5 14.76
Bradley, Brian 4 14.75
Malone, Joe 4 14.38
Kane, Patrick 4 14.38
Demitra, Pavol 5 14.27
Smith, Bobby 5 14.27
Trottier, Bryan 4 12.92
Gilmour, Doug 3 12.08
Rogers, Mike 4 11.83
Fedorov, Sergei 4 11.46
Morenz, Howie 5 11.32
Allison, Jason 4 10.37
Ullman, Norm 5 10.33
Gagne, Art 1 9.86
Trottier, Dave 1 9.86
Backstrom, Nicklas 1 9.86
Abel, Sid 1 9.86
Touhey, Bill 1 9.86
Hejduk, Milan 1 9.86
Arnott, Jason 1 9.86
Peirson, Johnny 1 9.86
Johnson, Tyler 1 9.86
Oshie, TJ 1 9.86
Laprade, Edgar 1 9.86
Gomez, Scott 1 9.86
Hornqvist, Patric 1 9.86
Lucic, Milan 1 9.86
Sandford, Ed 1 9.86
Carter, Anson 1 9.86
Craven, Murray 1 9.86
Labine, Leo 1 9.86
Kapanen, Sami 1 9.86
Stempniak, Lee 1 9.86
Kronwall, Niklas 1 9.86
Petrov, Oleg 1 9.86
Nash, Rick 7 9.05
Parise, Zach 5 8.86
Mogilny, Alex 4 8.54
Kessel, Phil 6 8.42
Mahovlich, Frank 7 8.41
Skinner, Alf 1 8.32
Keats, Gordon 1 8.32
Clapper, Aubrey 1 8.32
Stasiuk, Vic 1 8.32
Wilson, Larry 1 8.32
Toppazzini, Jerry 1 8.32
Hodgson, Cody 1 8.32
Ruskowski, Terry 1 8.32
Henrique, Adam 1 8.32
Grant, Danny 1 8.32
Bjugstad, Nick 1 8.32
Schninkel, Ken 1 8.32
Pavelich, Mark 1 8.32
Schmautz, Bobby 1 8.32
Quinn, Dan 1 8.32
Tikkanen, Esa 1 8.32
Anderson, John 1 8.32
Visnovsky, Lubomir 1 8.32
Leeman, Gary 1 8.32
Bonk, Radek 1 8.32
Asthon, Brent 1 8.32
Cheechoo, Jonathan 1 8.32
Tucker, Darcy 1 8.32
Yake, Terry 1 8.32
Malkin, Evgeni 3 8.10
Bourque, Ray 5 7.87
Richards, Brad 5 7.87
Forsberg, Peter 4 7.45
Sedin, Henrik 6 7.27
Cleghorn, Sprague 1 6.78
Darragh, Harold 1 6.78
Cassels, Andrew 1 6.78
Goldsworthy, Leroy 1 6.78
Northcott, Lawrence 1 6.78
Lepine, Alfred 1 6.78
Stepan, Derek 1 6.78
Quilty, John 1 6.78
Voss, Carl 1 6.78
Turris, Kyle 1 6.78
Steen, Alex 1 6.78
Frycer, Miroslav 1 6.78
Samsonov, Sergei 1 6.78
Lefley, Charles 1 6.78
Kurri, Jari 1 6.78
Pappin, Jim 1 6.78
Turgeon, Sylvain 1 6.78
Lonsberry, Ron 1 6.78
Lemaire, Jacques 1 6.78
Kucherov, Nikita 1 6.78
Shutt, Steve 1 6.78
Eriksson, Roland 1 6.78
Daigle, Alexandre 1 6.78
Bordeleau, Christian 1 6.78
Foligno, Nick 1 6.78
Makarov, Sergei 1 6.78
Langkow, Daymond 1 6.78
Shedden, Doug 1 6.78
Nedomansky, Vaclav 1 6.78
Tarnstrom, Dick 1 6.78
Ysebaert, Paul 1 6.78
Plante, Derek 1 6.78
Gratton, Chris 1 6.78
Savard, Marc 3 6.72
Lindros, Eric 4 6.72
Paiement, Wilf 4 6.35
Naslund, Mats 4 6.35
Middleton, Rick 4 5.99
Charron, Guy 3 5.95
Denneny, Charles 1 5.24
Adams, Jack 1 5.24
Marchand, Brad 1 5.24
Roche, Earl 1 5.24
Burke, Eddie 1 5.24
Chapman, Art 1 5.24
Armstrong, George 1 5.24
Dumart, Woody 1 5.24
Backstrom, Ralph 1 5.24
Hay, Bill 1 5.24
McFadden, Jim 1 5.24
Okposo, Kyle 1 5.24
Drouin, Jude 1 5.24
Connelly, Wayne 1 5.24
Redmond, Mickey 1 5.24
Hextall, Bryan Jr 1 5.24
Pyatt, Nelson 1 5.24
Crowder, Keith 1 5.24
Hatcher, Kevin 1 5.24
Loob, Hakan 1 5.24
Schock, Ron 1 5.24
Skinner, Jeff 1 5.24
Daze, Eric 1 5.24
Vasicek, Josef 1 5.24
Lach, Elmer 4 4.89
Ciccarelli, Dino 3 4.72
Hemsky, Ales 4 4.53
Kovalev, Alex 4 4.53
Lalonde, Edouard 3 4.26
Schmidt, Milt 4 4.16
Datsyuk, Pavel 7 3.95
St. Louis, Martin 5 3.94
Lowrey, Gerry 1 3.70
Gagnon, Johnny 1 3.70
Anderson, Tom 1 3.70
Grosso, Don 1 3.70
Watson, Harry 1 3.70
Sheppard, Ray 1 3.70
Reibel, Earl 1 3.70
Goring, Robert 1 3.70
Ehman, Gerry 1 3.70
Harris, Billy 1 3.70
Acton, Keith 1 3.70
Johnson, Mark 1 3.70
Carter, Jeff 1 3.70
Leswick, Tony 2 3.46
Dye, Cecil 5 3.44
Bondra, Peter 5 3.44
Cook, Bill 4 3.43
Hall, Taylor 3 3.34
Pulford, Bob 2 3.19
Gagner, Dave 3 3.04
Boldirev, Ivan 3 3.04
Patrick, Lynn 2 2.92
Klima, Petr 2 2.92
MacMillan, Bob 2 2.92
Hedberg, Anders 2 2.92
Pivonka, Michal 2 2.92
Burch, Billy 4 2.70
Gracie, Bob 2 2.65
Primeau, Keith 2 2.65
Smith, Clint 2 2.38
Mosienko, Bill 2 2.38
Prospal, Vaclav 2 2.38
Yandle, Keith 2 2.38
Lacroix, Andre 2 2.38
Tanti, Tony 2 2.38
Richards, Mike 2 2.38
Linseman, Ken 2 2.38
Kerr, Tim 4 2.34
Ronning, Cliff 4 2.34
Ogrodnick, John 4 2.34
Hossa, Marian 4 2.34
Lecavalier, Vincent 3 2.27
Ripley, Vic 1 2.16
Cook, Tom 1 2.16
Armstrong, Murray 1 2.16
Beattie, John 1 2.16
Chouinard, Guy 1 2.16
Hergesheimer, Wally 1 2.16
Erat, Martin 1 2.16
Parise, J.P. 1 2.16
Zubov, Sergei 1 2.16
Ennis, Tyler 1 2.16
Park, Brad 1 2.16
Young, Scott 1 2.16
Sedlbauer, Ron 1 2.16
Martin, Hubert 1 2.16
Malone, Greg 1 2.16
Chelios, Chris 1 2.16
Gionta, Brian 1 2.16
Johnson, Mike 1 2.16
Carveth, Joe 2 2.11
Smyl, Stan 2 2.11
Broten, Aaron 2 2.11
Ekman-Larsson, Oliver 2 2.11
Zuccarello, Mats 2 2.11
Pronovost, Jean 2 2.11
Comrie, Mike 2 2.11
Toews, Jonathan 2 2.11
Boudrias, Andre 4 1.97
Ribeiro, Mike 4 1.97
Koivu, Saku 3 1.96
Lemieux, Claude 2 1.84
Finnigan, Frank 2 1.84
Weber, Shea 2 1.84
Geoffrion, Bernie 2 1.84
Duff, Terrance 2 1.84
O’Reilly, Ryan 2 1.84
Janney, Craig 2 1.84
Pavelski, Joe 2 1.84
O’Neill, Jeff 2 1.84
Eberle, Jordan 3 1.81
McKechnie, Walt 3 1.81
Karlsson, Erik 3 1.81
Howe, Syd 3 1.66
Benn, Jamie 3 1.66
Koivu, Mikko 4 1.61
Aurie, Larry 2 1.57
Bentley, Max 3 1.50
Vaive, Rick 3 1.50
Wheeler, Blake 3 1.50
Boucher, Billy 2 1.30
Broadbent, Harold 2 1.30
Fleischmann, Tomas 2 1.30
Cournoyer, Yvan 2 1.30
Seguin, Tyler 2 1.30
Sykora, Petr 2 1.30
Brunette, Andrew 2 1.30
Potvin, Denis 4 1.24
Ridley, Mike 3 1.20
Taylor, Billy 2 1.03
Cammalleri, Mike 2 1.03
MacKell, Fleming 2 1.03
Rousseau, Bobby 2 1.03
Moore, Dickie 2 1.03
Sundstrom, Patrik 2 1.03
Nedved, Peter 2 1.03
MacAdam, Al 2 1.03
Himes, Normie 5 0.98
McCourt, Dale 3 0.89
Muller, Kirk 3 0.89
Backes, Davis 2 0.76
Mellanby, Scott 2 0.76
Gilbert, Rod 3 0.74
Kehoe, Rick 3 0.74
Stamkos, Steven 3 0.74
Roach, Michael 1 0.62
Irvin, Dick 1 0.62
Sheppard, Johnny 1 0.62
Gallinger, Don 1 0.62
Richard, Henri 1 0.62
Reinhart, Paul 1 0.62
Angotti, Lou 1 0.62
Anderson, Glenn 1 0.62
Prentice, Dean 1 0.62
Antropov, Nik 1 0.62
Dubinsky, Brandon 1 0.62
Afinogenov, Maxim 1 0.62
O’Reilly, Terry 1 0.62
Goldsworthy, Bill 1 0.62
Ververgaert, Dennis 1 0.62
Kuznetsov, Evgeny 1 0.62
Stevens, Scott 1 0.62
Nolan, Owen 3 0.58
Havlat, Martin 3 0.58
Bucyk, John 4 0.51
Nighbor, Frank 2 0.49
Lewis, Herbie 2 0.49
Neely, Cam 2 0.49
Bridgman, Mel 2 0.49
Weiland, Ralph 3 0.43
Goyette, Phil 3 0.43
Broten, Neal 3 0.43
Larmer, Steve 3 0.43
Holik, Bobby 3 0.43
Gottselig, Johnny 3 0.28
Spezza, Jason 3 0.28
Duchene, Matt 3 0.28
Tkaczuk, Walt 2 0.22
Walton, Mike 2 0.22
Nevin, Bob 2 0.22
Christian, Dave 2 0.22
Blake, Jason 2 0.22
Andreychuk, Dave 3 0.12
Shanahan, Brendan 5 0.00
Milks, Hib 2 -0.05
Propp, Brian 2 -0.05
Skriko, Petri 2 -0.05
Rolston, Brian 2 -0.05
Carr, Lorne 3 -0.18
Apps, Syl 3 -0.18
Schriner, David 4 -0.22
Alfredsson, Daniel 6 -0.23
Jackson, Ralph 2 -0.32
McKenney, Don 2 -0.32
Joyal, Eddie 2 -0.32
Nieuwendyk Joe 2 -0.32
Reichel, Robert 2 -0.32
Gradin, Thomas 2 -0.32
Verbeek, Pat 2 -0.32
Bailey, Irvine 3 -0.49
Thoms, Bill 3 -0.80
Ronty, Paul 3 -0.80
Sullivan, Steve 3 -0.80
Herbert, Jimmy 2 -0.86
Robert, Rene 2 -0.86
Bellows, Brian 2 -0.86
Leetch, Brian 2 -0.86
Pominville, Jason 2 -0.86
Green, Christopher 1 -0.92
Dahlstrom, Carl 1 -0.92
Mantha, Georges 1 -0.92
Reay, Billy 1 -0.92
Larouche, Pierre 1 -0.92
MacLeish, Rick 1 -0.92
Rucinsky, Martin 1 -0.92
Osborne, Mark 1 -0.92
Palmieri, Kyle 1 -0.92
Lindsay, Ted 3 -0.95
Keon, Dave 3 -0.95
Ladd, Andrew 3 -1.10
Weiss, Stephen 3 -1.10
O’Connor, Herbert 2 -1.13
Horvath, Joseph 2 -1.13
Oliver, Murray 2 -1.13
Hextall, Dennis 4 -1.31
Gartner, Mike 4 -1.31
Raleigh, Don 2 -1.40
Gagne, Simon 2 -1.40
Barber, Bill 2 -1.40
Vyborny, David 2 -1.40
Cooper, Carson 3 -1.41
Bentley, Doug 3 -1.41
Elias, Patrick 8 -1.50
Roy, Derek 3 -1.56
Briere, Danny 2 -1.67
Kennedy, Ted 2 -1.67
Hudler, Jiri 2 -1.67
McDonald, Lanny 2 -1.67
Dillon, Cecil 3 -1.72
Sanderson, Geoff 3 -1.72
Marleau, Patrick 3 -1.72
Oliver, Harry 3 -1.87
Widing, Juha 3 -1.87
Krejci, David 3 -1.87
Smith, Reginald 3 -2.02
Conacher, Charlie 4 -2.04
Conacher, Roy 4 -2.04
Ferraro, Ray 2 -2.21
Goulet, Michel 2 -2.21
Martin, Rick 2 -2.21
MacLean, John 2 -2.21
Hampson, Ted 2 -2.21
Plekanec, Tomas 2 -2.21
Boucher, Frank 5 -2.46
Pacioretty, Max 5 -2.46
Coffey, Paul 1 -2.46
Robinson, Earl 1 -2.46
Stewart, Chris 1 -2.46
Legwand, David 1 -2.46
Pinder, Gerry 1 -2.46
Blight, Rick 1 -2.46
Murphy, Larry 1 -2.46
Thomas, Steve 1 -2.46
Voracek, Jakub 1 -2.46
Eriksson, Loui 1 -2.46
Dumont, J.P. 1 -2.46
Arnason, Tyler 1 -2.46
DeMarco, Albert 2 -2.48
Sullivan, George 2 -2.48
Pederson, Barry 2 -2.48
Courtnall, Russ 2 -2.48
Thompson, Paul 6 -2.54
Sloan, Tod 2 -2.75
Tocchet, Rick 2 -2.75
Poddubny, Walt 2 -2.75
Blake, Joseph 5 -2.95
Hextall, Bryan 4 -3.14
Bergeron, Patrice 4 -3.14
Perry, Corey 2 -3.29
Stumpel, Jozsef 2 -3.29
Linden, Trevor 2 -3.29
Joliat, Aurele 4 -3.50
Goodfellow, Ebbie 2 -3.56
Richer, Stephane 2 -3.56
Stastny, Paul 2 -3.83
Guerin, Bill 2 -3.83
Carson, Bill 1 -4.00
Kilrea, Hec 1 -4.00
Dahlen, Ulf 1 -4.00
Provost, Claude 1 -4.00
McDonald, Andy 1 -4.00
Ruotsalainen, Reijo 1 -4.00
Sharp, Patrick 1 -4.00
Vanek, Thomas 2 -4.10
Young, Tim 2 -4.37
Orr, Bobby 2 -4.37
Olczyk, Ed 2 -4.37
Housley, Phil 2 -4.64
Ratelle, Jean 6 -4.84
Litzenberger, Ed 2 -4.91
Tarasenko, Vladimir 2 -4.91
Frisen, Jeff 2 -4.91
LeClair, John 2 -4.91
Zetterberg, Henrik 5 -4.92
Sedin, Daniel 5 -4.92
Drillon, Gordie 4 -4.96
Huberdeau, Jonathan 1 -5.54
Smith, Sid 4 -5.69
Smyth, Ryan 4 -5.69
Berenson, Gordon 2 -5.99
Mullen, Joe 2 -6.26
Noble, Edward 1 -7.08
Cain, Herb 1 -7.08
Stewart, Gaye 1 -7.08
Gare, Danny 1 -7.08
Adams, Greg 1 -7.08
Johnston, Joey 1 -7.08
Calder, Kyle 1 -7.08
Apps, Charles 5 -7.87
Czerkawski, Mariusz 2 -8.42
Kisio, Kelly 1 -8.62
Webster, Tom 1 -8.62
Leiter, Bobby 1 -8.62
Dineen, Kevin 1 -8.62
Johansen, Ryan 1 -8.62
Perreault, Yanic 1 -8.62
Liscombe, Carl 1 -10.16
Lewicki, Danny 1 -10.16
Williams, Tommy 1 -10.16
Roberts, Gary 1 -10.16
Falloon, Pat 1 -10.16
Zhamnov, Alexei 1 -11.70
Walker, Scott 1 -11.70
Hay, George 1 -13.24
Lukowich, Morris 1 -13.24
Gaudreau, John 1 -13.24
Maciver, Norm 1 -13.24
Nolet, Simon 1 -14.78
Barry, Marty 6 -15.80
Streit, Mark 1 -16.32
Sandstrom, Tomas 1 -16.32
Boyes, Brad 1 -17.86
Cullen, John 1 -20.94
Cloutier, Real 1 -22.48
Brind’Amour, Rod 1 -22.48
Stoughton, Blaine 1 -24.02
Penner, Dustin 1 -24.02
Lang, Robert 1 -28.64
Bullard, Mike 1 -59.44
Cameron, Harry
Darragh, Jack