I don't want to derail the thread with this post, so mods can feel free to move it if they want to.
As you may have seen in other threads, I have been working a bit with data on players that score a lot together. Because of that, I was asked about how good Mark Recchi's linemates were. I have been toying around with the idea of creating some sort of measurement of the offensive prowess of a player's linemates by measuring the average points per game of all players that collaborate with a given player during a season. A short example will perhaps make it clearer.
Suppose player X scores four points during a season and there are three other players (let's call them A, B and C) who also had points on those goals. Player A has a 1.2 Pts/GP for the season, player B 0.7 and player C 0.4. The players have points together with X in the following way:
Goal 1: A and B
Goal 2: A
Goal 3: B and C
Goal 4: Unassisted
I calculate the average Pts/GP of the collaborators for each goal, and then take the overall average. That is, the calculation is:
((1.2 + 0.7) / 2 + 1.2 + (0.7 + 0.4) / 2) / 3 = 0.9
I have data for some of the players up for voting this time which are presented below. A couple of things should be noted. First, if the player has a positive effect on the linemates' probability of getting points, then obviously the Pts/GP of the linemates will be higher. Second, I have not differentiated between special teams, but even strength scoring is bundled together with PP and SH scoring. Third, these numbers are unadjusted, which means that scoring levels of different eras are not taken into account. This data is very experimental, so take it for what it is. I don't have time to go into a more detailed description of the data, so I'll leave it up to you to make sense of it.
Player | Season | GP | Pts | Pts/GP |
Pts/GP Collab
John Bucyk | 55/56 | 38 | 9 | 0.24 |
0.48
John Bucyk | 56/57 | 66 | 21 | 0.32 |
0.48
John Bucyk | 57/58 | 68 | 50 | 0.74 |
0.78
John Bucyk | 58/59 | 69 | 60 | 0.87 |
0.71
John Bucyk | 59/60 | 56 | 52 | 0.93 |
0.98
John Bucyk | 60/61 | 70 | 39 | 0.56 |
0.61
John Bucyk | 61/62 | 67 | 59 | 0.88 |
0.57
John Bucyk | 62/63 | 69 | 66 | 0.96 |
0.64
John Bucyk | 63/64 | 62 | 54 | 0.87 |
0.66
John Bucyk | 64/65 | 68 | 55 | 0.81 |
0.49
John Bucyk | 65/66 | 63 | 55 | 0.87 |
0.60
John Bucyk | 66/67 | 59 | 47 | 0.80 |
0.53
John Bucyk | 67/68 | 72 | 68 | 0.94 |
0.80
John Bucyk | 68/69 | 70 | 66 | 0.94 |
0.91
John Bucyk | 69/70 | 76 | 69 | 0.91 |
1.03
John Bucyk | 70/71 | 78 | 116 | 1.49 |
1.24
John Bucyk | 71/72 | 78 | 84 | 1.08 |
1.13
John Bucyk | 72/73 | 78 | 91 | 1.17 |
1.12
John Bucyk | 73/74 | 76 | 74 | 0.97 |
1.24
John Bucyk | 74/75 | 78 | 80 | 1.03 |
1.10
John Bucyk | 75/76 | 77 | 82 | 1.06 |
0.96
John Bucyk | 76/77 | 49 | 43 | 0.88 |
0.88
John Bucyk | 77/78 | 53 | 18 | 0.34 |
0.90
Player | Season | GP | Pts | Pts/GP |
Pts/GP Collab
Yvan Cournoyer | 63/64 | 5 | 4 | 0.80 |
0.85
Yvan Cournoyer | 64/65 | 55 | 19 | 0.35 |
0.64
Yvan Cournoyer | 65/66 | 65 | 29 | 0.45 |
0.91
Yvan Cournoyer | 66/67 | 69 | 40 | 0.58 |
0.68
Yvan Cournoyer | 67/68 | 64 | 60 | 0.94 |
0.80
Yvan Cournoyer | 68/69 | 76 | 88 | 1.16 |
0.78
Yvan Cournoyer | 69/70 | 72 | 63 | 0.88 |
0.61
Yvan Cournoyer | 70/71 | 65 | 73 | 1.12 |
0.78
Yvan Cournoyer | 71/72 | 73 | 83 | 1.14 |
0.80
Yvan Cournoyer | 72/73 | 67 | 80 | 1.19 |
0.87
Yvan Cournoyer | 73/74 | 67 | 72 | 1.07 |
0.79
Yvan Cournoyer | 74/75 | 76 | 74 | 0.97 |
0.97
Yvan Cournoyer | 75/76 | 71 | 68 | 0.96 |
0.94
Yvan Cournoyer | 76/77 | 60 | 53 | 0.88 |
0.78
Yvan Cournoyer | 77/78 | 68 | 52 | 0.76 |
0.82
Yvan Cournoyer | 78/79 | 15 | 7 | 0.47 |
0.79
Player | Season | GP | Pts | Pts/GP |
Pts/GP Collab
Michel Goulet | 79/80 | 77 | 54 | 0.70 |
0.68
Michel Goulet | 80/81 | 76 | 71 | 0.93 |
0.90
Michel Goulet | 81/82 | 80 | 82 | 1.02 |
0.89
Michel Goulet | 82/83 | 80 | 104 | 1.30 |
0.81
Michel Goulet | 83/84 | 75 | 121 | 1.61 |
0.84
Michel Goulet | 84/85 | 69 | 95 | 1.38 |
0.76
Michel Goulet | 85/86 | 75 | 103 | 1.37 |
0.85
Michel Goulet | 86/87 | 75 | 96 | 1.28 |
0.67
Michel Goulet | 87/88 | 80 | 106 | 1.33 |
0.88
Michel Goulet | 88/89 | 69 | 64 | 0.93 |
0.73
Michel Goulet | 89/90 | 65 | 50 | 0.77 |
0.75
Michel Goulet | 90/91 | 74 | 65 | 0.88 |
0.96
Michel Goulet | 91/92 | 75 | 63 | 0.84 |
0.88
Michel Goulet | 92/93 | 63 | 44 | 0.70 |
0.80
Michel Goulet | 93/94 | 56 | 30 | 0.54 |
0.85
Player | Season | GP | Pts | Pts/GP |
Pts/GP Collab
Paul Kariya | 94/95 | 47 | 39 | 0.83 |
0.50
Paul Kariya | 95/96 | 82 | 108 | 1.32 |
0.56
Paul Kariya | 96/97 | 69 | 99 | 1.43 |
0.87
Paul Kariya | 97/98 | 22 | 31 | 1.41 |
0.71
Paul Kariya | 98/99 | 82 | 101 | 1.23 |
0.91
Paul Kariya | 99/00 | 74 | 86 | 1.16 |
0.72
Paul Kariya | 00/01 | 66 | 67 | 1.02 |
0.58
Paul Kariya | 01/02 | 82 | 57 | 0.70 |
0.45
Paul Kariya | 02/03 | 82 | 81 | 0.99 |
0.57
Paul Kariya | 03/04 | 51 | 36 | 0.71 |
0.78
Paul Kariya | 05/06 | 82 | 85 | 1.04 |
0.65
Paul Kariya | 06/07 | 82 | 76 | 0.93 |
0.72
Paul Kariya | 07/08 | 82 | 65 | 0.79 |
0.59
Paul Kariya | 08/09 | 11 | 15 | 1.36 |
0.75
Paul Kariya | 09/10 | 75 | 43 | 0.57 |
0.54
Player | Season | GP | Pts | Pts/GP |
Pts/GP Collab
Mark Recchi | 88/89 | 15 | 2 | 0.13 |
1.48
Mark Recchi | 89/90 | 74 | 67 | 0.91 |
0.90
Mark Recchi | 90/91 | 78 | 113 | 1.45 |
1.00
Mark Recchi | 91/92 | 80 | 97 | 1.21 |
0.89
Mark Recchi | 92/93 | 84 | 123 | 1.46 |
0.81
Mark Recchi | 93/94 | 84 | 107 | 1.27 |
0.86
Mark Recchi | 94/95 | 49 | 48 | 0.98 |
0.65
Mark Recchi | 95/96 | 82 | 78 | 0.95 |
0.82
Mark Recchi | 96/97 | 82 | 80 | 0.98 |
0.76
Mark Recchi | 97/98 | 82 | 74 | 0.90 |
0.67
Mark Recchi | 98/99 | 71 | 53 | 0.75 |
0.52
Mark Recchi | 99/00 | 82 | 91 | 1.11 |
0.64
Mark Recchi | 00/01 | 69 | 77 | 1.12 |
0.74
Mark Recchi | 01/02 | 80 | 64 | 0.80 |
0.64
Mark Recchi | 02/03 | 79 | 52 | 0.66 |
0.51
Mark Recchi | 03/04 | 82 | 75 | 0.91 |
0.59
Mark Recchi | 05/06 | 83 | 64 | 0.77 |
0.71
Mark Recchi | 06/07 | 82 | 68 | 0.83 |
0.93
Mark Recchi | 07/08 | 72 | 48 | 0.67 |
0.68
Mark Recchi | 08/09 | 80 | 61 | 0.76 |
0.57
Mark Recchi | 09/10 | 81 | 43 | 0.53 |
0.50
Mark Recchi | 10/11 | 81 | 48 | 0.59 |
0.55
Player | Season | GP | Pts | Pts/GP |
Pts/GP Collab
Luc Robitaille | 86/87 | 79 | 84 | 1.06 |
0.73
Luc Robitaille | 87/88 | 80 | 111 | 1.39 |
0.86
Luc Robitaille | 88/89 | 78 | 98 | 1.26 |
1.23
Luc Robitaille | 89/90 | 80 | 101 | 1.26 |
0.97
Luc Robitaille | 90/91 | 76 | 91 | 1.20 |
0.95
Luc Robitaille | 91/92 | 80 | 107 | 1.34 |
0.81
Luc Robitaille | 92/93 | 84 | 125 | 1.49 |
0.90
Luc Robitaille | 93/94 | 83 | 86 | 1.04 |
0.84
Luc Robitaille | 94/95 | 46 | 42 | 0.91 |
0.93
Luc Robitaille | 95/96 | 77 | 69 | 0.90 |
0.80
Luc Robitaille | 96/97 | 69 | 48 | 0.70 |
0.86
Luc Robitaille | 97/98 | 57 | 40 | 0.70 |
0.61
Luc Robitaille | 98/99 | 82 | 74 | 0.90 |
0.45
Luc Robitaille | 99/00 | 71 | 74 | 1.04 |
0.73
Luc Robitaille | 00/01 | 82 | 88 | 1.07 |
0.75
Luc Robitaille | 01/02 | 81 | 50 | 0.62 |
0.62
Luc Robitaille | 02/03 | 81 | 31 | 0.38 |
0.61
Luc Robitaille | 03/04 | 80 | 51 | 0.64 |
0.56
Luc Robitaille | 05/06 | 65 | 24 | 0.37 |
0.58
Player | Season | GP | Pts | Pts/GP |
Pts/GP Collab
Brendan Shanahan | 87/88 | 65 | 26 | 0.40 |
0.55
Brendan Shanahan | 88/89 | 68 | 50 | 0.74 |
0.83
Brendan Shanahan | 89/90 | 73 | 72 | 0.99 |
0.80
Brendan Shanahan | 90/91 | 75 | 66 | 0.88 |
0.65
Brendan Shanahan | 91/92 | 80 | 69 | 0.86 |
0.84
Brendan Shanahan | 92/93 | 71 | 94 | 1.32 |
0.95
Brendan Shanahan | 93/94 | 81 | 102 | 1.26 |
0.88
Brendan Shanahan | 94/95 | 45 | 41 | 0.91 |
0.68
Brendan Shanahan | 95/96 | 74 | 78 | 1.05 |
0.55
Brendan Shanahan | 96/97 | 81 | 88 | 1.09 |
0.71
Brendan Shanahan | 97/98 | 75 | 57 | 0.76 |
0.60
Brendan Shanahan | 98/99 | 81 | 58 | 0.72 |
0.64
Brendan Shanahan | 99/00 | 78 | 78 | 1.00 |
0.68
Brendan Shanahan | 00/01 | 81 | 76 | 0.94 |
0.62
Brendan Shanahan | 01/02 | 80 | 75 | 0.94 |
0.63
Brendan Shanahan | 02/03 | 78 | 68 | 0.87 |
0.72
Brendan Shanahan | 03/04 | 82 | 53 | 0.65 |
0.57
Brendan Shanahan | 05/06 | 82 | 81 | 0.99 |
0.79
Brendan Shanahan | 06/07 | 67 | 62 | 0.93 |
0.70
Brendan Shanahan | 07/08 | 73 | 46 | 0.63 |
0.61
Brendan Shanahan | 08/09 | 34 | 14 | 0.41 |
0.45