The Caps by Zone Differential
The boys over at The Copper & Blue created a stat called Zone Differential, based on their work with Expected Zone Finish; basically, it measures the expected ratio of times a player ends on an O-zone stoppage as opposed to the actual ratio. Our inestimable leader J.P. did something similar way back in January of '09, although the calculation is a bit different.
More explanation and tables after the jump and as always, all numbers from Behind the Net and the NHL website.
So the idea behind Zone Differential is this: It's the difference between a player's actual percentage of offensive versus defensive zone finishes. Offensive Zone Finish Percentage is calculated via this formula:
OZF/(OZF + DZF) = OZF %
where OZF is the number of Offensive Zone Finishes and DZF is the number of Defensive Zone Finishes. I've credited each player with an additional OZF for every goal that was scored by the Capitals while they were on the ice and an additional DZF for each goal that was scored against the Caps while they were on the ice (h/t to J.P. for that adjustment method).
If you click the link on Expected Zone Finish % before the jump, you'll find that C'n'B used the formula:
OZS% - .7(50-OZS%) = Expected OZF %.
The chart used in the link (really worth looking at) makes this regression factor look pretty good; I'm going to run with it for now. OZS is the % of times the player started in the offensive zone instead of the defensive zone, calculated in the same way that OZF is. The idea behind that regression is that if a player starts more often in one zone than the other, he's got a better chance to head in the opposite direction; The best a player can do on an offensive zone start is an offensive zone finish, he can't move any further forward. Similarly, we'd expect players that start in the D Zone a lot to move towards the 50% marker on the finishes, because they have a better chance to move the puck forward. The puck does a lot of heading into the neutral zone, for whatever reason.
This method certainly has shortcomings; moving from the defensive zone to the neutral zone is certainly valuable, but it's not captured here. It's also totally unadjusted for quality of competition and quality of team. I've included Corsi Qual Comp in the table as a reference point, but that's somewhat confounded with Zone Start: every offensive zone start is worth, according to this work by JLikens (h/t Derek Zona for digging it up), a net of +.8 positive Corsi events. The upshoot of that is guys who get a lot of O-Zone starts read as tougher competition than they actually are and guys who spend a lot of time starting in their own zone have worse Corsi numbers, both in relation to their team and on the absolute scale, meaning they get knocked down a peg in terms of their QualComp ratings.
However, as my signature says, "all models are flawed, but some are useful". I think this one is fairly useful to see which players are taking the puck in the right direction and which players are getting pushed back.
Without further ado, here's the table, sorted by Zone Differential.
|
Player |
OZS |
E OZF |
Actual OZF |
Differential |
Corsi Qcomp |
|
Ovechkin |
55.6 |
51.68 |
55.92 |
4.24 |
-0.289 |
|
Poti |
47 |
49.1 |
52.47 |
3.37 |
-0.387 |
|
Fehr |
53.6 |
51.08 |
54.33 |
3.25 |
-1.158 |
|
Backstrom |
58 |
52.4 |
55.54 |
3.14 |
-0.805 |
|
Semin |
54 |
51.2 |
54.23 |
3.03 |
-0.548 |
|
Schultz |
53.4 |
51.02 |
54.04 |
3.02 |
-0.726 |
|
Chimera |
47 |
49.1 |
51.71 |
2.61 |
0.021 |
|
Green |
57.4 |
52.22 |
54.05 |
1.83 |
-0.729 |
|
Erskine |
48.6 |
49.58 |
51.16 |
1.58 |
-1.077 |
|
Bradley |
48.6 |
49.58 |
51.14 |
1.56 |
-0.864 |
|
Morrison |
54 |
51.2 |
52.53 |
1.33 |
-1.232 |
|
Walker |
56.4 |
51.92 |
52.49 |
0.57 |
-1.679 |
|
Knuble |
55.9 |
51.77 |
52.26 |
0.49 |
-0.711 |
|
Corvo |
52.6 |
50.78 |
51.19 |
0.41 |
-0.857 |
|
Laich |
50.6 |
50.18 |
50.3 |
0.12 |
-0.951 |
|
Fleischmann |
50 |
50 |
49.19 |
-0.81 |
-1.448 |
|
Sloan |
49.1 |
49.73 |
48.77 |
-0.96 |
-1.021 |
|
Morrisonn |
52 |
50.6 |
49.55 |
-1.05 |
-0.986 |
|
Laing |
47 |
49.1 |
47.17 |
-1.93 |
-1.961 |
|
Gordon |
46.4 |
48.92 |
46.89 |
-2.03 |
0.336 |
|
Belanger |
45.1 |
48.53 |
46.49 |
-2.04 |
-0.27 |
|
Steckel |
44.4 |
48.32 |
44.83 |
-3.49 |
-0.454 |
There are some really interesting nuggets in this data:
Firstly, something we already knew; Alex Ovechkin is the best player on the team and by a pretty wide margin.
Tom Poti and Eric Fehr both rate very highly on this metric. Both of them rated very highly in J.P.'s zone +/- rating, so this shouldn't come as a huge surprise. What is surprising is that Poti is used as the team's defensive stopper, getting the smallest percentage of OZS out of all defenders and faced the highest Corsi QComp, yet he still moved up the ice better than any of the rest of our D-Corps. Poti may not be all washed up, after all.
Fehr continues to shine in just about every ratio and per-60 metric, despite getting very limited use by HCBB. Last year, I was willing to chalk that up to playing with Sergei Fedorov, who was a Corsi and defensive beast by the numbers, but he's had no such advantages this season. I'm not sure how he does it, but F-16 gets results.
Jason Chimera gets up the ice like a demon -- not all fast players can do this, but Chimera certainly can. In Columbus, this was recognized; Hitchcock used him a lot in the defensive zone to move the puck out of the defensive zone. That (along with no PP time to speak of) put a damper on his scoring, but I like his value on his current contract.
Steckel, ouch. I really hope 39 can turn this around; he got demolished last year. He's got to work on either his skating or his ability to pass out of bad situations. Something, anything, to get those numbers turned around.
Shaone Morrisonn -- I'm glad you're in Buffalo, now. His underlying numbers are brutal, especially considering how much time he spent with Mike Green near the beginning of the season. I'd bet good money that during the 2008-9 season, Green was doing what he did at evens in spite of Morrisonn, not because they worked all that well together. That season gets more impressive every time I look at it.
Speaking of Green, he doesn't do all that well by this metric, especially by comparison with Schultz and Poti. I'm very interested in what this season holds for @GreenLife52; can he recapture the play that put him on the Norris map, or does he continue on his course as an offensive defender without peer, but one prone to serious brainfarts and bad turnovers.
It's also worth noting that Bradley and Walker stand head and shoulders above their 4th line mates. This fits with most of the other data I can dig up; Brads looks like one of the better 4th line grinders in the league and Walker looks like he was underused, both in WSH and CAR.
Belanger's alleged new contract doesn't look so good when you look at this, his Corsi at evens and his PK stats; I'm not convinced that he's getting by on anything but reputation in the role he's currently playing. We'll (maybe) see if he improves this season, but ouch. I'd much rather have Jeff Halpern for the same money and the same role.
This method mostly passes the sniff test, but also yields some fairly surprising results. I'm curious to hear what y'all think down in the comments.
If this FanPost is written by someone other than one of the blog's editors, the opinions expressed in it do not necessarily reflect those of this blog or SB Nation.
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What is surprising is that Poti is used as the team’s defensive stopper, getting the smallest percentage of OZS out of all defenders and faced the highest Corsi QComp, yet he still moved up the ice better than any of the rest of our D-Corps. Poti may not be all washed up, after all
Improbable Alert! Someone warn the Poti lobby he is being besmirched, oh wait. So according to this data it would seem Poti wasn’t terrible at clearing the D-zone as is the preconception.
Would I be wrong in assuming this data also includes PK and PP times? Because then I read his numbers as absolutely dominating at ES because his PK numbers should of been pretty detrimental.
Bruce Boudreau when asked about Brooks Laich's return to the lineup, he said: "He just adds another dimension to our team. If it was puzzle, he just fits that thing. He completes us."
Brooks Laich completing everything from teams to tires and everything in between.
No, all numbers here are even strength.
Watching Poti try to clear from his backhand on the PK makes me want to eat kittens, but everything I can find makes him look like a damn good ES player.
"Essentially, all models are wrong, but some are useful" George E.P. Box
by Knee high to a duck on Aug 22, 2010 5:16 PM EDT up reply actions
No doubt – he’s been a very, very good ES defender for the Caps… and awful on the PK.
Japers' Rink: Hockey blogging from the most powerful city in the world
I think even us more adamant supporters of Tom Poti cringe when he skates out there for the PK. And “cringe” doesn’t really capture the full extent of our teeth-grinding, eye covering, “oh dear god, is it over yet?” pleading. But he’s a rock at ES.
Watching the O’s try to use strategy is like watching Mike Green trying to figure out the difference between "your" and "you’re"--Terpgrrl
Donation info for SAVES FOR KIDS 2010!! Make a difference.
It seems like there is always all sorts of hate for Tom Poti. My buddy hates everything about his game but if you look at the stats he did have the highest +/ – in the playoffs. Obviously stats don’t always tell the story of how solid someone performs and to your credit “Knee high to duck” I remember, I think game 1, where Poti hesitated with the puck and couldn’t clear the zone, which led to a goal against. I guess as Caps fans we have to pick one defensemen that we can hate and for me that’s Mike Green. You know Mike Green, the guy that shows up when it doesn’t matter, the guy that cross-checks in the offensive zone, the guy that doesn’t know how to check anyone in front of the net. I mean am I right??
I think we all have moments we remember about players where we “seen ’em bad”. One thing these types of statistics can do is illuminate the trends; are they really that bad, or do they have a couple of high-profile mistakes that really stick out in our minds, but mostly do the small stuff right?
I understand the frustration with 52, but I can count the NHL D I’d trade him for on two fingers, all things considered. He’s got two more years at a 5 million cap-hit, which is serious value for what he brings to the table. Is he flawed? Oh, God yes. But he’s still the best D on the team and better than all but a very few D in the league.
"Essentially, all models are wrong, but some are useful" George E.P. Box
by Knee high to a duck on Aug 22, 2010 9:12 PM EDT up reply actions
I understand the frustration with 52, but I can count the NHL D I’d trade him for on two fingers
Straight up, yes. But I could possibly live with Green for Kreijci and Seidenberg, or something like that.
Lockout talk makes me want to go out and choke an old lady - Elliotte Friedman
I’d rather wait to see if Carlson or Poti can handle being the PP D before trading Green.
by red army line on Aug 24, 2010 4:47 AM EDT up reply actions
I personally wouldn’t trade Green on this contract unless it was getting way more value, which won’t happen because of Green’s defensive reputation. I don’t think GMGM would either. I was just throwing a random pair out there but, yeah, they’d still need to get someone to play that point for at least this season.
Lockout talk makes me want to go out and choke an old lady - Elliotte Friedman
If I am understanding right, the differential being positive means the player is performing better than expected?
Never underrate the power of the hissy-cow.
That’s right, the higher the Zone Differential, the better.
"Essentially, all models are wrong, but some are useful" George E.P. Box
by Knee high to a duck on Aug 22, 2010 9:02 PM EDT up reply actions
I’m curious though as to how this works out with line pairings. Ovechkin and Backstrom are quite high in the differential but Knuble, their linemate, was pretty low by comparison.
I know not everyone plays every second with their line mates but its some interesting gaps. Semin is also high, Laich barely a +, and none of their 2c options were positive.
Bruce Boudreau when asked about Brooks Laich's return to the lineup, he said: "He just adds another dimension to our team. If it was puzzle, he just fits that thing. He completes us."
Brooks Laich completing everything from teams to tires and everything in between.
KH, I’m so pleased you ran these numbers for the Caps. I think this metric is, at the very least, a handy reference point for who’s creating territorial advantage and who’s more helpful to the opposition. At best this could be a tremendously informative metric. My gut says it could use some tweaking to incorporate neutral zone possession and the exact type of stoppage that precedes a particular restart.
As for the individual numbers, F-16 was the biggest surprise to me.
Was it over when the Germans bombed Pearl Harbor?
When I figure out how to get the neutral zone data, I’ll definitely do that. I’m not sure it’s available or if it is, how I obtain it in useful form.
As for stoppage types, I can think of 5:
1. A goal.
2. Puck out of play.
3. Penalty call.
4. Goalie freeze.
5. End of period.
Breaking it down by that category could probably be done with the timeonice scripts, if one had the time and inclination. I’m not sure I have the scripting skill to make that happen, though. That’s a good-sized data set.
"Essentially, all models are wrong, but some are useful" George E.P. Box
by Knee high to a duck on Aug 22, 2010 9:02 PM EDT up reply actions
This good stuff. I still had to get my husband to break it down further for me for clarity (he’s my numbers person). I was quite surprised at how some of the players ranked, which goes to show that trusting one’s eyes alone can be deceiving.
"I’m very happy to hear the news," Ovechkin said when he heard about Backstrom's longterm contract--"because he’s one of the top centers in the world, one of my best friends and we want to play together for a long time. He’s a guy who wants to stay in one place and be comfortable and win, just like me. We talk all the time about playing together, and we talked after the playoffs about how we can win in Washington."
If you refresh, I added a bar-graph for non-numbers people. I hope that helps visualize things!
"Essentially, all models are wrong, but some are useful" George E.P. Box
by Knee high to a duck on Aug 22, 2010 8:33 PM EDT up reply actions
Or not, SBN isn’t cooperating. Hrm.
"Essentially, all models are wrong, but some are useful" George E.P. Box
by Knee high to a duck on Aug 22, 2010 8:35 PM EDT up reply actions
And try now, it should work.
"Essentially, all models are wrong, but some are useful" George E.P. Box
by Knee high to a duck on Aug 22, 2010 8:49 PM EDT up reply actions
Okay that graph is just— wow. That visual just blew me away.
"I’m very happy to hear the news," Ovechkin said when he heard about Backstrom's longterm contract--"because he’s one of the top centers in the world, one of my best friends and we want to play together for a long time. He’s a guy who wants to stay in one place and be comfortable and win, just like me. We talk all the time about playing together, and we talked after the playoffs about how we can win in Washington."
by capsyoungguns on Aug 22, 2010 8:56 PM EDT up reply actions
Thanks. I’m actually considering taking a stats course to understand better the statistical evaluations on players and teams—and this is after a lifetime of being math-phobic.
"I’m very happy to hear the news," Ovechkin said when he heard about Backstrom's longterm contract--"because he’s one of the top centers in the world, one of my best friends and we want to play together for a long time. He’s a guy who wants to stay in one place and be comfortable and win, just like me. We talk all the time about playing together, and we talked after the playoffs about how we can win in Washington."
by capsyoungguns on Aug 22, 2010 8:50 PM EDT up reply actions
I’d recommend that everyone have a grasp of stat, just to have an idea of what they’re all about; statistics are increasingly prevalent in today’s society because of the information revolution. We have orders of magnitude more raw data available than we’ve ever had before and statistics is essentially the study of data.
"Essentially, all models are wrong, but some are useful" George E.P. Box
by Knee high to a duck on Aug 22, 2010 9:08 PM EDT up reply actions
The last time time I dealt with stats was in college— a long, long time ago—and my professional background was in the arts. For most of my life as long as I understood the essential point and had a grasp of the parameters used for a stat I usually was pretty good at evaluating the results.
But some of the advanced metrics you and others generate are far beyond my capabilities. It’s when I go to places such as Copper &Blue I want to be able to judge the quality of the analysis by breaking down the numbers and not just the verbal argument.
I’ll see if I do actually locate a class but in the meantime I will keep reading these great posts and getting my economist turned lawyer to help me. And definitely use your graphs—nothing like a visual to hammer home a point—so sayath an art historian.
"I’m very happy to hear the news," Ovechkin said when he heard about Backstrom's longterm contract--"because he’s one of the top centers in the world, one of my best friends and we want to play together for a long time. He’s a guy who wants to stay in one place and be comfortable and win, just like me. We talk all the time about playing together, and we talked after the playoffs about how we can win in Washington."
by capsyoungguns on Aug 22, 2010 9:59 PM EDT up reply actions
I’d be curious to see if there’s a significant correlation between differential and OZS across all players. In other words, do people who start in the defensive zone more often than others have a significantly higher or lower average differential than people who start in the offensive zone more often than others>
Atta dinnin stick a who!
If I understand your question correctly, it looks like the answer is people who start in the offensive zone a lot are either elite offensive players or goons. The goons tend to drag the differential down quite a bit (there are a few who started in the O-zone ~65% of the time and finished under 50% in OZF).
"Essentially, all models are wrong, but some are useful" George E.P. Box
by Knee high to a duck on Aug 24, 2010 2:58 PM EDT up reply actions
Appreciate the time and energy put into this work, KHTAD. The visual is aces.
Fehr may have been a first-round pick for a reason, if a bit of a late bloomer. Here’s to your health, Eric!
You perhaps knew me better as "Your Nation's Capital." Same great commentary, now with 100% more transparency!
Thanks for compiling this data. One thing I thought is it could be a bit skewed in favor of players who take more shots. For example OV gets far more OZF’s since he takes more shots leading to more goalie stops or pucks out of play.
If taking shots, ie. creating scoring opportunities, skews the data, I’ll take that as a natural part of the metric and be happy about it. I mean, wouldn’t we all be happy if every one of Steckel’s shifts ended in the offensive zone with either a goal, or the goalie having to make a play on the puck and either freeze it or deflect it over the glass?
by HateOffSeason on Aug 23, 2010 8:04 AM EDT up reply actions 1 recs
Interesting
This appears to be a way of measuring something that players have some control over (zone possession), as opposed to something that they frequently do not (goals scored). Cool.
'Cause the end of what it was is what it is right now...
Although zone start is out of the players’ hands and that is an important variable in the EZF number.
Lockout talk makes me want to go out and choke an old lady - Elliotte Friedman
zone start is out of the players’ hands and that is an important variable in the EZF number
That’s what makes this stat interesting; it’s a rudimentary measurement of how far under or over a player performed in offensive zone finishes against the expectation of their zone start.
"Essentially, all models are wrong, but some are useful" George E.P. Box
by Knee high to a duck on Aug 23, 2010 8:24 PM EDT up reply actions

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