Sunday, June 23, 2013

Hitters and Hittees in 2013

Check out this post on the new version of Rink Stats.
In Game 5 of the Stanley Cup Finals last night, the Blackhawks came away with a 3-1 win over the Bruins. Chicago outshot Boston, took fewer penalties, and won more faceoffs. But one interesting battle won by the Bruins was in the number of hits delivered. Boston players were credited with 53 hits, whereas Chicago only registered 22. Interestingly, Boston has outhit Chicago (often by a large amount) in every game except Game 1, in which Chicago has 61 hits to Boston's 59.

For each NHL game, you can find an event summary (like this one) which provides the total number of hits credited to each player. What these summaries do not provide is the number of times each player is the recipient of a hit from the other team. These hit-recipient data do exist, however. In this post I'm interested in looking at which players received the most punishment in the 2013 regular season, and whether there are distinct patterns which can teach us about in-game strategies of teams and players.


Hitters and Hittees in 2013

Before looking at who got hit in 2013, I'll first give some basic stats about who was doing the most hitting. The table below shows the top ten players with the most hits in the lockout shortened 2013 season. The number in parentheses is the averaged number of hits per game, based on the number of games played by the player in 2013. As you can see, the more frequent hitters are third and fourth line forwards who are commonly matched up against the top line of the opposing team. What is also interesting is that there is only one defenseman, Luke Schenn, in the top ten.

Hits given
(per game played)
Player (Position)
Team
234 (4.88)
Matt Martin (L)
Islanders
206 (4.29)
Chris Neil (R)
Senators
187 (3.90)
Steve Ott (C)
Sabres
187 (3.98)
Luke Schenn (D)
Flyers
176 (4.19)
Leo Komarov (C)
Maple Leafs
159 (3.38)
Rich Clune (L)
Predators
158 (3.29)
David Backes (C)
Blues
156 (3.39)
Dustin Brown (R)
Kings
155 (3.69)
Cal Clutterbuck (R)
Wild
155 (3.23)
Kyle Clifford (L)
Kings

Perhaps even more interesting are the players who received the most hits. The table below is similar to the previous one, except that the numbers on the left are the number of hits received by each of these players, rather than the number doled out.

Hits received
(per game played)
Player (Position)
Team
140 (2.92)
Evander Kane (L)
Jets
138 (3.07)
Dennis Seidenberg (D)
Bruins
133 (2.77)
Stephane Robidas (D)
Stars
126 (2.63)
Andrew Shaw (R)
Blackhawks
120 (2.50)
Josh Gorges (D)
Canadiens
116 (2.42)
Trevor Lewis (C)
Kings
115 (2.83)
Luce Sbisa (D)
Ducks
115 (2.40)
David Clarkson (R)
Devils
115 (3.03)
Christopher Tanev (D)
Canucks
114 (2.38)
Johnn Oduya (D)
Blackhawks

The first thing that jumps out to me about this list is that more than half of the players on it are defensemen. It would seem to me that defensemen shouldn't be targeted to me hit, since they're less risk offensively. But it could be that most hits occur during scrums for pucks on the end-boards, and that defensemen often get caught up in these scrums. It also is the case that defensemen play more minutes than forwards, so they have more opportunities to be targeted. That, however, makes the earlier finding that defensemen aren't usually the most prolific hitters even more curious. I don't have the time-on-ice data collected yet, but once I do I'll be able to say more accurately how many hits each player delivers and receives for each minute played.

Hittees by Team


Hits received
(per game played)
Player (Position)
Team
115 (2.83)
Luce Sbisa (D)
Anaheim Ducks
138 (3.07)
Dennis Seidenberg (D)
Boston Bruins
75 (1.60)
Christian Ehrhoff (D)
Buffalo Sabres
94 (2.00)
Mark Giordano (D)
Calgary Flames
97 (2.02)
Jiri Tlusty (L)
Carolina Hurricanes
126 (2.63)
Andrew Shaw (R)
Chicago Blackhawks
71 (1.54)
Jan Hejda (D)
Colorado Avalanche
103 (2.15)
Fedor Tyutin (D)
Columbus Blue Jackets
133 (2.77)
Stephane Robidas (D)
Dallas Stars
86 (1.79)
Brendan Smith (D)
Detroit Red Wings
93 (2.07)
Taylor Hall (L)
Edmonton Oilers
112 (3.5)
Erik Gudbranson (D)
Florida Panthers
116 (2.42)
Trevor Lewis (C)
Los Angeles Kings
85 (1.77)
Zach Parise (C)
Minnesota Wild
120 (2.50)
Josh Gorges (D)
Montreal Canadiens
88 (1.83)
Roman Josi (D)
Nashville Predators
115 (2.40)
David Clarkson (R)
New Jersey Devils
104 (2.17)
Kyle Okposo (R)
New York Islanders
107 (2.23)
Anton Stralman (D)
New York Rangers
111 (2.31)
Chris Phillips (D)
Ottawa Senators
111 (2.36)
Luke Schenn (D)
Philadelphia Flyers
85 (2.79)
Zbynek Michalek (D)
Phoenix Coyotes
77 (1.67)
Tyler Kennedy (L)
Pittsburgh Penguins
114 (2.38)
Brad Stuart (D)
San Jose Sharks
79 (1.68)
Alex Pietrangelo (D)
St. Louis Blues
86 (2.00)
Tom Pyatt (C)
Tampa Bay Lightning
105 (2.33)
Mark Fraser (D)
Toronto Maple Leafs
115 (3.03)
Christopher Tanev (D)
Vancouver Canucks
96 (2.00)
Karl Alzner (D)
Washington Capitals
140 (2.92)
Evander Kane (L)
Winnipeg Jets

Similar to before, what stands out from the team-by-team breakdown is that the most hit player on two-thirds of teams was a defensemen. Another thing that stands out about the table above is that only a couple of players on this list stand out as offensive threats whom the defense should want to target. This highlights my need to further analyze these numbers by normalizing based on time-on-ice.

But even without taking into account playing time, these numbers have implications. Given that they are hit more often, defensemen may be more prone to being injured. Also, the potential long term effect of these hits on the health of defensemen, particularly in their brains, may mirror (though to a lesser extent) the health problems suffered by lineman in professional football.

Get hit more, win more?


The last thing I'm going to look at is which teams were hit the most times in 2013. These statistics are below.

Team
Hits Received
Per Game
L.A
1445
30.1
CHI
1365
28.44
TOR
1357
28.27
FLA
1344
28
OTT
1330
27.71
MTL
1310
27.29
BOS
1289
26.85
WSH
1234
25.71
NYR
1228
25.58
WPG
1208
25.17
DAL
1200
25
S.J
1185
24.69
CAR
1148
23.92
N.J
1143
23.81
PHX
1128
23.5
PHI
1124
23.42
ANA
1102
22.96
PIT
1102
22.96
NYI
1098
22.88
T.B
1074
22.38
VAN
1056
22
DET
1051
21.9
EDM
1040
21.67
CBJ
1016
21.17
MIN
993
20.69
BUF
975
20.31
STL
970
20.21
NSH
961
20.02
COL
901
18.77
CGY
892
18.58

If I had to make a guess, I could say that the teams with the best records probably should be the ones with the fewest hits received. Teams stay healthier when they aren't hit, and teams with more skill should probably be better at avoiding being hit. This table seems to indicate that this hypothesis probably doesn't hold up to the empirical data. We have the two Cup Finalists among the teams that received the most hits in 2013, and one of the Conference Finalists (Los Angeles) leading the pack.

If anything, there appears to be a positive correlation between winning games and being hit. Looking at the simple correlation coefficient, I find that there a 0.378 correlation between the number of hits that teams received in 2013 and their number of points in the final standings. When I regress the number of points on the number of hits received in a simple linear regression, I find that this relationship is significant at the 0.05 level, but yields the counter-intuitive conclusion that 40 additional hits received correlates with one extra point in the standings (beta = 0.025, sd = 0.011). I'll have to do some more thinking about this, and maybe I'll follow up later by looking for closely at how hits given and received translate into wins.



Also, if you're wondering which hitter/hittee combo was most common in 2013, the answer is Toronto's Dion Phaneuf hitting New Jersey's David Clarkson 9 times in the three games they played against each other.

2 comments:

  1. It would be cool to see a hits received/delivered ratio. Also, is there data on frequency of injury for players that receive a lot of hits?

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  2. I would venture to say that since you can only hit the puck carrier, then if your team is getting hit more often, then it is in possession of the puck more often.

    ReplyDelete