The Leafs and Expected Zone Shifts
The always enlightening and wonderfully-named Bettman's Nightmare posted a piece this morning at www.behindthenethockey.com about expected zone shifts. I am not going to be able to explain this any better than him, so I'll just quote him at length:
Looking at Zone Starts more and more lately has brought me to the realization that I need something in the back of my mind to remember the expected finishes for players at each level of the spectrum. To explain, Zone Starts (to horribly butcher and paraphrase these superior descriptions), a concept developed by Vic Ferrari, takes the number of faceoffs that start a player's shift and expresses it as a ratio of offensive zone faceoffs over the total of offensive and defensive zone faceoffs, or O-Zone FO / (O-Zone FO + D-Zone FO). Paired with Zone Finish (which does the same equation with faceoffs that end a player's shift) and you have a loose idea of territorial control and coach usage, and the differential (coined "Zone Shift" by Ferrari) gives you a glimpse of whether the player is moving the puck in the right direction. It's a pretty solid set of metrics, as high Zone Starts have had a positive correlation with Corsi, with the caveat that you need to have a sense of where the league-average Zone Shift is to know a.) players being deployed significantly in their own zone, and b.) whether the Zone Shift is below-average, roughly average, or above-average. As Gabe's noted in the past, Zone Starts vis-a-vis Finishes pull hard to 50%, so anyone starting at 40% in the O-Zone is far more likely to finish with a positive Zone Shift, and anyone starting at 60% in the O-Zone is far more likely to finish with a negative Zone Shift.
As with most things, I immediately thought about how this applies to the Leafs. Which Leafs outperform their expected zone shifts? Which underperform? The answers, after the jump, are not terribly surprising.
The chart below takes zone start and finish data from www.behindthenet.ca, adds expected zone shift (Exp. ZS from Bettman's Nightmare's piece linked above), and I have added two more columns: (1) "Zone Shift", which is just (ZS - ZF), and (2) Net Zone Shift (Zone Shift - Exp. ZS). Bigger numbers are better and give an idea of how a player is performing compared to his peers around the league facing similar zone starts.
| Name | Zone Start | Zone Finish | Zone Shift | Exp. ZS | Net ZS | |
| CARLGUNNARSSON | 48.6 | 53 | 4.4 | 0.977 | 3.423 | |
| NIKOLAIKULEMIN | 53.6 | 53.5 | -0.1 | -2.408 | 2.308 | |
| MIKHAILGRABOVSKI | 53.3 | 53.6 | 0.3 | -1.608 | 1.908 | |
| COLBYARMSTRONG | 50.2 | 50.8 | 0.6 | -0.035 | 0.635 | |
| JOHNMITCHELL | 57.5 | 53 | -4.5 | -4.865 | 0.365 | |
| CLARKEMACARTHUR | 52.6 | 51.4 | -1.2 | -1.434 | 0.234 | |
| FRANCOISBEAUCHEMIN | 48.2 | 49.5 | 1.3 | 1.304 | -0.004 | |
| DARRYLBOYCE | 48.6 | 49.5 | 0.9 | 0.974 | -0.074 | |
| NAZEMKADRI | 56.6 | 51.5 | -5.1 | -4.647 | -0.453 | |
| KRISVERSTEEG | 55.3 | 51.1 | -4.2 | -3.511 | -0.689 | |
| DIONPHANEUF | 52.4 | 50.3 | -2.1 | -1.395 | -0.705 | |
| KEITHAULIE | 48.1 | 48.1 | 0 | 1.47 | -1.47 | |
| LUKESCHENN | 51.8 | 48.5 | -3.3 | -1.452 | -1.848 | |
| TOMASKABERLE | 55.4 | 49.7 | -5.7 | -3.85 | -1.85 | |
| MIKEBROWN | 48.5 | 47.6 | -0.9 | 1.137 | -2.037 | |
| JAYROSEHILL | 31.3 | 41.7 | 10.4 | 12.467 | -2.067 | |
| TIMBRENT | 40.6 | 44.8 | 4.2 | 6.398 | -2.198 | |
| BRETTLEBDA | 59.7 | 50 | -9.7 | -7.21 | -2.49 | |
| MICHAELKOMISAREK | 41.6 | 44.9 | 3.3 | 5.804 | -2.504 | |
| FREDRIKSJOSTROM | 43.9 | 45.4 | 1.5 | 4.275 | -2.775 | |
| MARCELMUELLER | 31.3 | 40.9 | 9.6 | 12.467 | -2.867 | |
| TYLERBOZAK | 54.4 | 48.7 | -5.7 | -2.409 | -3.291 | |
| PHILKESSEL | 52.7 | 47.7 | -5 | -1.533 | -3.467 | |
| MICHAELZIGOMANIS | 56.3 | 48 | -8.3 | -4.647 | -3.653 | |
| JOSEPHCRABB | 42.7 | 43 | 0.3 | 5.266 | -4.966 | |
| COLTONORR | 45.4 | 40.9 | -4.5 | 3.211 | -7.711 | |
| LUCACAPUTI | 52.4 | 40.9 | -11.5 | -1.395 | -10.105 | |
| KORBINIANHOLZER | 63.6 | 35.3 | -28.3 | -8.9 | -19.4 | |
| CHRISTIANHANSON | 71.4 | 26.7 | -44.7 | -12.599 | -32.101 |
So what does this tell us?
- Mikhail Grabovski and Nikolai Kulemin are beasts. Clarke MacArthur's numbers aren't quite as good which suggests that even though he leads the team in points he's perhaps being helped by his linemates more than he's helping them, possession-wise. I'd love to see WOWY stats for these guys though since they play together so much there would be sample size issues.
- Colby Armstrong, Francois Beauchemin, Dion Phaneuf, Kris Versteeg and Darryl Boyce are all performing quite well, particularly since all five are in the Leafs' top 7 on quality of competition (as measured by Corsi Rel QoC).
- Carl Gunnarsson is once again, though much more quietly, having a very solid season, moving the puck in the right direction despite spending so much time saddled with Mike Komisarek and Brett Lebda.
- John Mitchell? I have no explanation or comment.
- If Wilson is the stat cruncher he's made out to be we may have an explanation for why Luca Caputi, Korbinian Holzer and Christian Hanson saw so little time. They got absolutely murdered in their cameos.
- Phil Kessel and Tyler Bozak are not strong possession players. They have by far the worst numbers out of Leafs' "Top 9" regulars.
- Tomas Kaberle and Luke Schenn's numbers, while not terrible, are disappointing.
- Komisarek and Lebda are bad at hockey.
- Colton Orr is worse.
All in all, these numbers do not surprise me very much, which suggests they are a pretty good tool for evaluating players.
PS Thanks to Mirtle for sending me the chart sorted properly, and to Chemmy for mocking my Excel ineptitude.
PensionPlanPuppets.com is a fan community that allows members to post their own thoughts and opinions on the Toronto Maple Leafs and hockey in general. These views and thoughts may not be shared by the editor of PensionPlanPuppets.com.
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Hit Ctrl+A to select everything, go to Data → Sort and then make sure you click that you have a header row.
Pension Plan Puppets*
* Blog contains less than 2% puppet content by weight.
Disclaimer
No one stat is the be-all, end-all, you have to consider context, this is just one more piece of context, blah blah blah.
"That’s why stats are so important – anecdotal evidence just doesn’t cut it when you’re talking about history." - Bower Power
I get the concepts but I’m not sure if this means what we think it does.
Pension Plan Puppets*
* Blog contains less than 2% puppet content by weight.
I think it shows who is good at driving the puck in the right direction. For example, we know that is not Kessel’s skill; his forte is that if he actually has the puck in the offensive zone he is lethal with it. But he’s not going to have those dominating full minute shifts in the opposing zone like Grabbo.
The biggest caveat I think is to always consider quality of competition and teammates. Beachemin’s numbers show him as below average but he’s playing really tough minutes, and he’s playing with Toronto Maple Leafs as teammates.
The other large caveat is they are being compared to peers around the league with comparable zone starts. If anything this makes it more helpful to me, since (for example) offensive types tend to have high zone start %s and are being compared to each other.
"That’s why stats are so important – anecdotal evidence just doesn’t cut it when you’re talking about history." - Bower Power
by The '67 Sound on Feb 3, 2011 10:22 AM EST up reply actions
I’m just thinking about whether this is something that shows us who is great at driving the puck in the right direction or if this is noise surrounding a predictable process.
Pension Plan Puppets*
* Blog contains less than 2% puppet content by weight.
The “predictable process” part definitely applies to the raw zone shift #s. I think Gabe’s work at deriving the expected zone shift is a huge improvement. Anyway, it could just be noise but the data matches up very well with observations for me.
"That’s why stats are so important – anecdotal evidence just doesn’t cut it when you’re talking about history." - Bower Power
by The '67 Sound on Feb 3, 2011 10:33 AM EST up reply actions
I have to wonder if this stat is not complete. I mean mainly we are looking where a player starts his shift and where he ends it and calculate this by recording where the faceoffs are taken during his shifts as well as where the following line’s shift has to take their faceoff?
I’m wondering if something more telling would also include the stat of how many times that line has taken/caused a faceoff at center ice due to a goal, either for or against.
"There's been four different Cup winners the last four years, and I got one of them (Anaheim) and it was a fighting team. We're playing it that way regardless." - B. Burke, Toronto Maple Leafs GM
Gabe’s article indicated that he adjusted for goals resulting in neutral ice zone starts.
"That’s why stats are so important – anecdotal evidence just doesn’t cut it when you’re talking about history." - Bower Power
by The '67 Sound on Feb 3, 2011 12:22 PM EST up reply actions
that was what I was wondering
so I’m glad the adjustment has been made.
"Success is the ability to go from one failure to another with no loss of enthusiasm."
- Sir Winston Churchill
I'm pretty sure he's talking about the Leafs.
What this stat omits is the level of atmospheric pressure of various arenas and how it relates to oxygen-density at the player level – it could be argued that player speeds are lower in, say, Colorado, since the arena location is approximately one mile above sea level. Another variable that might affect player speed is the location and proximity of the zamboni entrances in relation to the ice surface, and if there is a discernable flow of air through said entrances. Would this provide any sort of advantage when teams are skating with the flow as opposed to against it? Should we be adding +0.5 to the stats for games in which the entrance is at 90 degrees perpendicular to the red-line behind the players being tracked, and if so, should we also be subtracting -0.25 for arenas where the entrance is in a corner (45 degree perpendicularity i/r to r/l)?
by Jo4nny on Feb 3, 2011 10:55 AM EST reply actions 2 recs
I like your advanced stats.
20 miles to Legoland!
by nhlcheapshot on Feb 3, 2011 11:04 AM EST up reply actions
Thanks, this is very helpful.
If you don’t like advanced stats discussions just stay out of them. No one made you read the article. I’ll even give you your money back…
"That’s why stats are so important – anecdotal evidence just doesn’t cut it when you’re talking about history." - Bower Power
by The '67 Sound on Feb 3, 2011 11:05 AM EST up reply actions
I’m not being a dick, just providing some levity. I truly appreciate the crazy hard work that goes into these advanced stats, it’s just that my forte is parody, and my weakness is math. I hope we can all get along.
OK, I’ve seen this shtick from you quite often and it seems you were in the “pissed off that anyone discusses stats and thinks they are stupid” camp, which is small but does exist.
Apologies.
"That’s why stats are so important – anecdotal evidence just doesn’t cut it when you’re talking about history." - Bower Power
by The '67 Sound on Feb 3, 2011 11:20 AM EST up reply actions
It’s all good, I’m just honing my skills to be the next Down Goes Brown, not the next..uhhh…big fat jerk face.
Nah, I’m the overreacting jerk.
"That’s why stats are so important – anecdotal evidence just doesn’t cut it when you’re talking about history." - Bower Power
by The '67 Sound on Feb 3, 2011 12:20 PM EST up reply actions
I think you’ve forgotten the influence of latitude, elevation and continentality on the force of gravity. Coriolis, also: this is why Phaneuf misses the net more when he’s farther away from the equator.
I've been looking at the sky
by Back In Black on Feb 3, 2011 11:13 AM EST up reply actions
continentality?
did you just invent a word?
"Success is the ability to go from one failure to another with no loss of enthusiasm."
- Sir Winston Churchill
I'm pretty sure he's talking about the Leafs.
No
…although it’s not usually used to describe the effects of land masses on gravity, but then, I wasn’t being very serious. Also, it looks like I should get around to cleaning up this link.
I've been looking at the sky
by Back In Black on Feb 5, 2011 12:44 AM EST up reply actions
I liked the
So what does this tell us?part
And yeah things kind of match what my senses tell me.
BS
Seems it would be most useful for evaluating players on other teams we don’t see 82 times.
"That’s why stats are so important – anecdotal evidence just doesn’t cut it when you’re talking about history." - Bower Power
by The '67 Sound on Feb 3, 2011 11:21 AM EST up reply actions
sounds like a decent tool/idea. Unfortunately, you’ll have to do the
So what does this tell us?part for me again and again and again
BS
by MapleLeafMole on Feb 3, 2011 11:39 AM EST up reply actions
It certainly is dependent on how accurately Gabe has determined the expected zone shifts. I wonder, too, if the Net ZS should be normalized; this may be why JFM looks so good and Brent looks so bad, their ZSs are skewed far from 50 so their Shift and EZS numbers look far apart in absolute terms.
I’m surprised Gunnarson’s ZS is so much less than Schenn’s; likely that has to due with Schenn partnering with Kaberle. I see, too, that Lebda is struggling horribly despite the most selective ZS on the team.
I've been looking at the sky
Quick Question
I’m at work so I haven’t followed the link tree in detail but it seems from the definitions of ZS and ZF that ZS + ZF is normalized to 100 (percent). Looking at the numbers, it seems that this is “somewhat” the case, but why isn’t it exact? Is it due to some inclusion of neutral zone starts or finishes (in which case why are some ZS + ZFs more than 100, and some less than 100?)?
What am I missing here?
President of the Emotional Hedging club.
Those don’t need to add up to 100; their partner (D-zone Finish) isn’t expressed in the chart.
Does he call it Luongo underwear?
Co-Manager at Behind the Net
by Bettman's Nightmare on Feb 3, 2011 1:06 PM EST up reply actions
This is it. I thought the number numbers were related somehow (shared some intermediate variables) but Zone Start and Zone Finish are “largely” independent. I had in my head that these were paired stats.
The Zone Finishes are faceoffs that are taken by the next shift after the player in question has left the ice, right?
President of the Emotional Hedging club.
Yes.
Does he call it Luongo underwear?
Co-Manager at Behind the Net
by Bettman's Nightmare on Feb 3, 2011 1:24 PM EST up reply actions
Not to be a weiner, but all criticism should be directed at me, not Gabe.
Does he call it Luongo underwear?
Co-Manager at Behind the Net
by Bettman's Nightmare on Feb 3, 2011 1:07 PM EST reply actions
Ack! My apologies, I should have checked the byline. I shall edit accordingly.
Great work on this, raw zone shift numbers are of limited value without the correcting factor you’ve introduced.
"That’s why stats are so important – anecdotal evidence just doesn’t cut it when you’re talking about history." - Bower Power
by The '67 Sound on Feb 3, 2011 1:09 PM EST up reply actions
No sweat…and thanks.
Does he call it Luongo underwear?
Co-Manager at Behind the Net
by Bettman's Nightmare on Feb 3, 2011 1:25 PM EST up reply actions
love the work on this
just a couple of points.
Hanson, Holzer, and Caputi played a very limited amount of ice time with very crappy line mates, so I’m not sure it’s fair to judge them on the basis of their play so far.
Also, I think the impact of team-mate effects is obvious in this. We might need some sort of QoT and QoC measurement for this also, in order to sort things a bit. If the guys linemates are putting up awesome numbers, he likely does well from proximity if nothing else.
"Success is the ability to go from one failure to another with no loss of enthusiasm."
- Sir Winston Churchill
I'm pretty sure he's talking about the Leafs.
Agreed re. the kids… I’m more guessing this may have fed into why Wilson had no use for them rather than considering it a fair measure of their abilities.
A QoT/QoC adjustment would be great but I’ll leave that to keener statistical minds. I’m really just taking Bettman’s Nightmare’s work and applying it to the Leafs here.
"That’s why stats are so important – anecdotal evidence just doesn’t cut it when you’re talking about history." - Bower Power
by The '67 Sound on Feb 6, 2011 2:42 PM EST up reply actions































