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Having recently examined the hot and cold individual shooters in the NHL, it's time to look at some team-wide performances, focusing on the leaders in the Atlantic and Southeast divisions.

Early in the season, the Atlanta Thrashers were one of the feel-good stories of the NHL. Still searching for their first playoff appearance, they charged out of the gate and by early December, after their first 29 games, looked ready to run away with the Southeast division. The offense was averaging 3.48 goals per game, but a little over a month later, they've failed to maintain that momentum, playing .500 hockey since then and averaging only 2.38 goals per game. Fortunately for the Thrashers, the competition chasing them is flailing around the .500 mark as well, but does this offensive swoon mean that another regular season will end in disappointment? Perhaps not...

The graph below shows the overall offensive trend for the Thrashers so far this year. The red dotted line shows (non-empty net) goals scored in each game, with the solid line showing a 10-game moving average. The corresponding blue lines represent the Expected Goals, which is simply Shots Per Game multiplied by the average Shot Quality (put simply, closer, more dangerous shots merit higher Shot Quality). What we see here is that starting on December 7th, after a 8-0 stomping by the Tampa Bay Lightning, a wide gap grows between the Expected Goals per game and the Actual figures, which has closed to almost nothing recently. What that means is that the Trashers have suffered a spell of either poor shooting on their part (stuffing close-in shots into the goaltender, for example), or hot goaltending on the opposite end. In terms of generating a decent number of quality scoring opportunities, however, they've been pretty consistent; a moderate long-term drop in Expected Goals from around 3.5 to 3.0, but nowhere near as severe as the Actual Goals.


There are four noteworthy games in here worth pointing out. The data points marked "Giguere", "DiPietro" and "Miller" all represent 1-goal or shutout efforts against opponents that rank among the leaders in save percentage. The "Wild" note is interesting not so much because the Thrashers only scored one goal, but that the Expected Goals value for that game was only 1.34, the second-lowest figure all year for Atlanta. In other words, they just got shut down, only generating 15 shots total.

What we see towards the right edge of this graph is that the gap between actual values and expectations has closed to a neglible amount, so perhaps fortunes are turning, and the Atlanta offense is coming back to normal. While that in itself is good news, "expectations" have crept down close to 3.00 goals per game, and with a defense giving up roughly the same amount, that means the Thrashers are looking at playing .550 hockey going forward*, which may not be enough to hold off the Carolina Hurricanes.

While analysis like this can reveal a team experiencing a hot or cold phase, it can also provide validation for certain trends as well. Take for example, the New Jersey Devils. Back in late November, they were in the midst of a four-way Atlantic horserace that saw the Islanders, Rangers, Devils and Penguins seperated by a mere three points in the standings. Since then, however, New Jersey has stretched to a six-point lead over the Rangers with two games in hand, due largely to an offense that squeezed out 2.32 goals per game early on, but has clipped along at 3.10 since then.

Note the graph here, where we see the Expected and Actual lines pretty much walking along in lockstep, but with a distinct upwards path since a November 25th 2-0 loss at the hands of the San Jose Sharks. The Expected Goals per game has basically gone from 2 to 3, closely matching the performance noted in the paragraph above. Maybe there was something special in the Thanksgiving team meal in New Jersey, but regardless, there has been a steady improvement in their offensive play over the last six weeks which bodes well for their chances to pull away from the rest of the Atlantic pack. Even with an average offense, that league leading defense will win them plenty of games.

*Why .550 and not .500, do you ask? Because of overtime losses which still earn a team 1 point in the standings. Typically, a team that scores and gives up an equal amount of goals will end up around a .550 winning percentage, rather than .500.

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Nice.

Why ignore the empty net goals tough? I think it's fairly evident, but still, I have no explanation as to why why it should be done.

by Olivier on Jan 10, 2007 8:41 PM EST reply actions  

I would really like to see the Thrashers make the playoffs. However this team still needs the dominant defenseman they've been always looking for.

by Anonymous on Jan 10, 2007 8:59 PM EST reply actions  

The reason I exclude empty net goals is that in terms of Shot Quality, a shot on an empty net would be valued at 1.000, even if it's a wrister from 80 feet that would normally have a SQ of less than 0.05 (since by definition a shot on goal, with no goalie, results in a score; if a skater stops it, it's recorded as a Blocked Shot). Having those included in the game-by-game numbers would skew individual results; not wildly, but it's a minor correction that's easy to make, so I go ahead and do it along the way here.

Clear as mud?

by The Forechecker on Jan 10, 2007 9:17 PM EST reply actions  

What if the guy shooting on the empty net is Patrick Stefan? :)

Nice work thanks for posting the data on Atlanta. I can confirm that the Thrashers have failed to convert some close in shots of late.

by Anonymous on Jan 12, 2007 6:05 PM EST reply actions  

I have long enjoyed the advanced statistical tools that are catching on the world of baseball and it is refreshing to see such analysis applied to hockey. In the salary cap era, player valuation becomes critical; applying this tool to individual players gives the progressive NHL GM an accurate valuation of a player's skill which can then be used to exploit the "market" of NHL salaries.

This is perhaps not as applicable on the defensive end since you can't assign a particular shot quality to a skater. However, it does provide an excellent analysis and potential valuation of goal tending.

As a Thrashers fan, I am fascinated by how the numbers changed during a recent 5 game losing streak. The Thrashers seemed to overall skate well and could have easily been 3-2 during that stretch, but many quality chances seemed to end in shots that were buried into the goalie and your numbers bear that out.

The overall declining trend is potentially due to teams adapting to the Thrashers by applying on the puck pressure and double teaming Hossa. The Thrash does not seem to have adapted to that well so far. Also, having McCarthy and Mellanby spend some time on the injured list has hurt them at the point and in front of the net in the offensive zone.

I would be very interested in seeing the numbers for the Thrashers on the defensive side. Sutton and Exelby have spent considerable time on the injured list and deVries is struggling, now having plummeted to -8. Yet, Hnidy, after being a healthy scratch for much of the early season has stepped up and Coburn has done a good job after being called up from the AHL.

As the trade deadline approaches, Atlanta is looking at playmaking centers and D men who can help out on the power play. This tool should go a long way to directing those efforts. Thanks again!

by Tom Farmer on Jan 15, 2007 11:26 PM EST reply actions  

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