





The series between the Edmonton Oilers and Los Angeles Kings has featured a lot of offence so far, which is a little surprising considering both clubs posted pretty good defensive numbers during the regular season. In 2023/24, the Oilers allowed the fifth lowest rate of shots against per game (28.12, all situations) while the Kings ranked fourth, allowing 28.01 per game. This along with sound goaltending helped drive positive results, as the Kings allowed the third lowest rate of goals in the league (2.56 per game), while the Oilers ranked tenth (2.88 per game).
But it doesn’t appear as though either team’s defensive performance or results have transferred from the regular season to the post-season.
The Oilers and Kings have combined for 28 goals in four games, so an average of seven goals per game. That’s the second highest rate of goals per game among the eight first-round series, with the Colorado Avalanche and Winnipeg Jets averaging 8.5 goals per game. Those two teams have combined for 34 goals in four games.
The Oilers/Kings series has also seen the second highest rate of shots per game, due in large part to the Kings volume-shooting tactics from low-probability scoring areas. When you look at expected goals, the Oilers and Kings rank fifth among the eight playoff series. Regardless, it appears as though both teams are pushing heavily for offence, likely recognizing that the opposing goalies have played a lot of minutes this season and the defencemen have deficiencies.
Data: Natural Stat Trick
Joined Jessica Ng and Min Dhariwal on CBC Radio Active this evening to preview game three between the Edmonton Oilers and the Los Angeles Kings. Full segment is here: CBC Radio Active (2024, April 26)
Other topics we discussed:
Couple other notes.
Data: Natural Stat Trick
With the first round of the playoffs set to begin, I wanted to get a sense of how both teams finished the season, what their key drivers were and how individual players performed.
The Oilers we know had a great season, going 14-7-4 in their final twenty-five games of the regular season, a points percentage of 0.640 – eighth best in the league and fourth best in the west behind Dallas (0.740), Nashville (0.740) and Colorado (0.660). The Oilers goal-share in all situations over these last twenty five games was fourth highest in the league (57.69 percent), posting a +24 goal-differential due in large part to their even-strength play. The powerplay and penalty kill slipped a bit in this last stretch, but was still around league average. More on that in a minute.
The Kings had similar results to the Oilers over their final twenty-five games, going 15-9-1 – which translates into a 0.620 points percentage that ranked tenth highest in the league. Similar to the Oilers, they posted an excellent all-situations goal-share in this period (57.55 percent), with a +21 goal differential that was fourth highest in the league. A lot of their success was at even-strength, as well as on their penalty kill.
Even-strength (5v5)
Here’s how the two teams performed at even-strength (5v5) over their final twenty-five games. Both clubs ranked near the top of the league for the majority of the metrics.
| Team (5v5, last 25 games) | Oilers | Kings |
| Points% | 0.640 | 0.620 |
| Corsi For% | 54.82 | 51.06 |
| Fenwick For% | 54.47 | 52.45 |
| xGoals For% | 56.34 | 53.39 |
| Goals For% | 60.67 | 61.36 |
| Shooting% | 9.32 | 9.64 |
| Save% | 92.45 | 93.40 |
The two clubs are fairly evenly matched when it comes to shot-share metrics, with both teams ranking near the top of the league for most of the season. For example, the Oilers posted a Corsi For percentage of 55.52 percent over the course of the full season (third highest in the league), while the Kings ranked fourth with 54.68 percent. Where the Kings have excelled at is on the defensive side of things, as their rate of shots and chances against have consistently been in the top five all season. Also worth noting that while the Kings full-season shooting percentage of 7.82 percent ranked 26th in the league, they had the ninth best shooting percentage over these last twenty five games. Full details on how the Oilers and Kings rank within the western conference can be found here.
Goaltending (5v5)
Both teams received excellent goaltending to end the season, with the Kings ranking first with a save percentage of 93.40 percent, while the Oilers ranked sixth with 92.45 percent. Below are the Oilers and Kings goalies from the last twenty-five games, with their rankings for each metric among the 61 goaltenders who played at least 250 minutes.
| Goalie (5v5), last 25 games | GP | TOI | Save% | GSAA | High-danger Save% |
| Cam Talbot | 19 | 942 | 92.4% (17th) |
4.88 (15th) |
79.1% (41st) |
| David Rittich | 6 | 281 | 96.7% (1st) |
6.76 (8th) |
96.6% (1st) |
| Stuart Skinner | 16 | 703 | 91.7% (27th) |
1.31 (27th) |
88.1% (10th) |
| Calvin Pickard | 12 | 540 | 93.6% (10th) |
5.88 (11th) |
81.4% (38th) |
Along with the strong numbers posted by Rittich in limited minutes, the other thing that stands out is the high workload for Talbot. He played the 11th highest minutes in the league among goalies, and he didn’t get much of a break in this last stretch, playing over 77 percent of the team’s total ice time. Skinner on the other hand saw his workload reduced, playing 56 percent of his team’s total ice time, and posting average numbers in this recent period. Considering that Skinner played the fifth highest minutes in the league over the full season, he definitely needed the break. And hopefully he doesn’t burn out like he did last post-season.
Special Teams
While the Edmonton Oilers powerplay posted the second highest rate of goals over the full season (10.53 goals per hour) supported by the fourth highest rate of shots (62.33 shots per hour), their performance and results over the final twenty five games of the season wasn’t nearly as good. Over this recent period, the Oilers powerplay ranked 13th in the league, scoring 8.46 goals per hour. A big reason for this was their decline in rate of shots, which ranked 15th with 54.21 shots per hour.
The Kings powerplay was slightly better than Edmonton’s, scoring at a rate of 8.97 goals per hour in their last twenty five games and ranking 11th. But this appears to be largely unsustainable as they consistently generated some of the lowest rates of shots in the league all season. It’s very similar to how they did at the end of last season as well.
| Powerplay (Last 25 games) | Oilers | Kings |
| Shots for/60 | 54.21 (15th) | 43.72 (27th) |
| Goals for/60 | 8.46 (13th) | 8.97 (11th) |
| Team shooting% | 15.60% (13th) | 20.51% (2nd) |
Both team’s had decent results on the penalty kill to close the season, with the Kings allowing the tenth lowest rate of goals against per hour (6.99) and the Oilers ranking 14th (7.65). The big issue for Edmonton was their goaltending, as it ranked 26th in the league with a 82.50 save percentage, while the Kings goaltending ranked 7th. And these recent goaltending numbers for both teams is consistent with what they posted over the full season.
| Penalty Kill (Last 25 games) | Oilers | Kings |
| Shots against/60 | 43.70 (5th) | 56.38 (20th) |
| Goals against/60 | 7.65 (14th) | 6.99 (10th) |
| Team save% | 82.50% (26th) | 87.61% (7th) |
Skaters (5v5)
Another thing I wanted to see ahead of the series was how the players on each team did in terms of on-ice shot and goal differentials at even-strength (5v5) over their teams final twenty-five games. Just to get a sense of which players are playing well, but might not be getting the results. And which players might be getting unsustainable results.
Below are all of the Oilers skaters, split by forwards and defencemen, and sorted by their total ice time.

The top end of the Oilers roster is what will drive results in the post-season as they’ve consistently outshot and outchanced opponents, and typically against the top players of other teams. It’s encouraging to see that McLeod was getting lots of opportunities, even though the results haven’t been there. He’s going to be critical for the team and should (hopefully) form an effective third line with Holloway and Perry.
I do also wonder if the team is really losing anything if Kane and Janmark aren’t healthy and ready to go for game one of the series. Both players tend to be a drag on the team’s performance numbers at even-strength and their results haven’t been very good. Might be better to run with Holloway on the team. I also wouldn’t count on guys like Henrique, Brown or Carrick, as the Oilers tend to play more often without the puck with them on the ice.
On the backend, there should be some concern with the Kulak-Desharnais partnership as they performed very poorly over the last stretch of the games. The coaching staff was trying them out against tougher competition, and giving Nurse/Ceci a break, so that could be what’s driving the numbers here. It’ll be very interesting to see how the coaching staff manages the minutes among defencemen, as it appears as though the Oilers really only have one reliable pairing in Ekholm and Bouchard.
And here’s a quick glance at the Kings skaters, again split by position and sorted by ice time over the final twenty five games of the season.

Danault is the player to watch on the Kings, as he played the most against elite competition among Kings forwards and posted excellent shot-share numbers against this group. If the Kings have any chance of winning, he’ll need to play a lot against the Oilers top lines. Kempe is another one to watch and it’ll be interesting to see how often the Kings target Nurse and Ceci with his line. I do feel like there’s some Kings players to target here as a few of them are great at generating shots, but not really good at generating scoring threats consistently as reflected by their expected goal numbers. Specifically Dubois and Arvidsson – both of which were brought in to solve the Kings goal-scoring issues but have bounced around the line up.
Thoughts
While the Oilers should win this series, I think it’ll be a lot closer than people expect. The Kings were very good defensively this season, and have two capable goaltenders. The Oilers do have the higher-end talent, but I’d still have concerns with the defence core, which tends to struggle playing with the bottom six forwards and could be targeted by the Kings coaching staff. I’d also be concerned with Skinner’s performance as he had one of the highest workloads in the league this season, and could potentially start to fade as the series goes on.
Whatever happens, the Oilers have put themselves in an excellent spot and have a real chance of winning a few rounds because of their top end talent. If the coaching staff gets their line match-ups right and address their weaknesses as quickly as possible, they should remain competitive.
Data: Natural Stat Trick, Puck IQ
Also posted at Oilersnation.
The NHL recently announced that they’ll be adding some of the “advanced” stats to their website for fans to access. These stats have really been developed by online hockey fans since about 2005 thanks in large part to people like Gabe Desjardins and Vic Ferrari, whose websites developed the core principles of hockey analytics. Over the past few years, the field of hockey analytics has grown to the point where many of those who pushed the discussion on analytics are being hired by NHL teams. The field is still in its infancy as the data collection tools and application of the analysis to game situations is still developing.
The NHL involvement with collecting data and publishing it on their website has been long overdue. While they continued expanding their traditional stats, fans developed their own websites and blogs that collected game-data (using NHL.com) and aggregated advanced stats. Fans worked outside the traditional model of information consumption and became sources and distributors of information themselves. Blogs especially played a critical role as fans discussed the stats, collaborated and developed strong information networks.
What the growth of hockey analytics has confirmed:
Knowing what we know about online hockey fans, it would be a huge mistake for the NHL to charge fans any sort of fee to access hockey data. The league has already taken steps to restrict fans from scraping the data from NHL.com and using it for their own websites. Becoming the sole source of data is likely their ideal vision, but they have to find a balance to ensure they play a role in the field of hockey analytics. Analytics is an excellent tool for fan engagement, so it would be in their best interest to keep the data open, easy to access and easy to use.
Professional sports leagues should really want their fans to be informed and to develop knowledge to whatever level they want. The league is much better served if they have a fanbase that’s free to interact with data, push any sort of hockey discussion and share their thoughts across their networks. That’s what fan engagement is at its very core.
Keep the Data Open
To put up any sort of barrier, whether it be a fee for data or technological restrictions, would be detrimental to the overall interaction between the game and its fans.
Knowledge and information will always be free. The barriers and the traditional models to keep data and information from the general public have been dropping in every aspect of our social world as the creativity of human beings will always get what it wants. Think of the illegal downloads of music and films; the open data projects of Governments and the death of encyclopedia books.
If the NHL does try to restrict access to data, you can be sure that fans will work together to collect the data themselves. The tools are available, the network is already established and the motivation for people to participate will be high. There are also companies collecting data of other sports that can quite easily adapt for hockey and begin collecting data at a much larger scale.
Really, the NHL doesn’t stand a chance if they put a barrier to their data.
If you’re interested in learning more about collaborative online communities mixed with information/knowledge management topics, I highly recommend the following:
The recent NHL hirings are a good indication that there will be more jobs out there for hockey bloggers, especially those who have a good understanding of analytics. Analytics really is a continuous discussion, so following the flow of information that comes from the process can shed some light on what areas of the game will likely hire more individuals.
So far we’ve seen a few bloggers get hired to work on the analytic departments of NHL clubs. My assumption here is that they’d sift through all the of the available data and provide recommendations on things like player personnel and possibly game tactics.
But as we’ve seen the Leafs do, recently hiring Darryl Metcalf, there’s also a need to collect data and then publish it in an easy-to-use, dashboard format for management and coaches to access. As we’ve seen online, there are a lot of fans who have developed tracking software and reporting tools, like Super Shot Search, Player Usage Charts and Shift Chart, that might be of interest to NHL clubs
Taking it one step further, teams will likely need some in-game analysts who can gather and share information to fans and the media. Teams typically provide some sort of game file with an assortment of stats and other information. These types of communication pieces will now likely include some high level stats that could be of interest to the public.
Teams may also look for people with coaching experience, who might have experience applying the analytics to coaching tactics. For instance if a club is finding that their defenceman is struggling and the opposition has been found to be strategically attacking his side of the ice, how does a team respond?
Teams may also want simple data trackers, and could rely on external companies, such as the one in Europe that specializes tracking soccer games.
And of course, like in any professional sport, there are many, many people outside of the league who want to dissect the play of a team and players, including journalists, broadcasters and of course fans.
There will definitely be a huge demand for writers, specializing in data journalism, as major sports websites will want people who understand the full spectrum of analytics and its application to the game. But tv and radio broadcasters (in-game color commentators, talking heads, etc) will also have job openings, as there will likely be more discussion pertaining to the new questions from viewers about what impact the analytics will have on team success.
Following the flow of information, there will be a very high demand for hockey analytic expertise outside of the game. This would include groups involved in fan engagement such as video game developers, fantasy league service providers and even gambling sites. These external groups have always relied on hockey information to supplement the fan experience, and will likely look to expand their operations to include additional advanced stats (if they haven’t already).
And keep in mind, others that you may not expect to care about analytics just might be looking for some help to understand teams and players. Maybe there’s an advertising company out there that wants to align itself with a team that will have a talented young core (that gets lots of ice time), for branding purposes. It’s a stretch, I know, but analytics really is a continuous discussion that can lead down many different paths.
Any job that is related to hockey analytics will require an individual to possess more than an understanding of analytics. Taking a step back and following the flow of information that can come from analytics, there will be a growing need for individuals with various backgrounds and experience. Organizations will likely search for people with information technology, broadcasting, or communication skills, among others, to really solidify their approach to analytics. The good news is, anyone who is interested in working in this field can begin honing their skills online using blogs and other publicly available applications.
It would make absolutely no sense for the NHL to restrict fans access to any level of stats, whether it be the traditional set or the advanced possession ones (i.e., Corsi, Fenwick, etc).
The NHL has changed it’s Terms of Service to reflect that. On Thursday, Zsolt Munoz of The Copper and Blue provided an excellent summary of the changes and raised concern that this might impact the go-to websites like Behind the Net and Extra Skater.
As of Friday morning, Extra Skater has become inactive, much to the dismay of its many users. The website does scrape data from the NHL website but extends it to calculate new information and “advanced” stats. Darryl Metcalf, the websites administrator, puts it all in a fantastic dashboard format making it easy to navigate and use. I’m really not sure what’s happening with ES, but I’m pretty confident that the NHL will not be preventing anyone from using and extending its game data. Couple points:
I really see the NHL really opening up the flood gates when it comes to data. They may push to be the gatekeeper of data, which may be a fair trade-off if fans can extend it into accurate information. Past attempts by Major League Baseball to stifle the analytics growth have either failed or been held up in court, which I think gives hockey fans some hope that whatever data they want will be available to them free of charge. I also think the NHL will develop a process to support the development of new applications that use the data in some creative way. The more people toiling away with hockey data, the more time they’re spending on NHL related stuff…I assume that’s what the NHL would want,
And hey, if for whatever reason the league restricts data or even tries to charge for it, you will definitely see more tracking projects pop-up, similar to Corey Sznajder’s All Three Zones Tracking Project, who has found an excellent way to track his own stats and receive compensation from the larger fan community.
Information and knowledge can’t be restricted in the modern society as far too many tools and the cooperative nature of individuals will support its growth. The momentum of information growth is giving fans a new role when it comes to consumption as a shift from passive consumption has been replaced by active, collaborative, engagement.
Corey Sznajder of The Shutdown Line is seeking funding for a project that will collect very unique hockey data.
Here’s a short description of the All Three Zones Tracking Project:
I am tracking zone entries & exits for every game of the 2013-14 NHL season and making the data available publicly through either an e-book or an online database. What I end up doing will depend on how much money is raised through this. In addition to this season, I may also track previous years and include playoff data.
If you’re at all interested in supporting Corey, follow this link.
A couple things to note:
Related Links:
Hockey Fans and the Leviathan – The SuperFan
Fun times to be an Oilers fan. With the season all but gone by the 20 game mark, the off-ice noise is starting to take over.
Nail Yakupov
It was tough watching Nail Yakupov get skewered, again, by the media for comments made by his agent over the weekend. It’s become pretty obvious that the kid won’t always get a fair shake in Edmonton, considering his teammates have struggled just as bad, if not worse, this season. But Yakupov does have a ton of support from fans who see past the misinterpreted, erroneous media clips and focus more on his star potential. Let’s just hope he can staring spending more time celebrating goals rather than take leading questions from the reporters.
Love/Hate the Internet
Bad information is just something you have to deal with as a hockey fan. This past weekend was a perfect example of how quickly bogus rumors can spread, as all sorts of stories about Ales Hemsky being dealt were popping up.
On the flip side, the internet, especially Twitter, is great in squashing bad rumors. It’s not an easy process, but following (and blocking) the right people and questioning the content will quickly get you past the bogus information.
The web also provides context to certain stories that may be ignored at first glance. Going back to the Yakupov drama, his agent Igor Larionov provided some scathing comments about the Oilers, which was quickly spread and critiqued.
Thankfully, people who have covered Larionov as a player provided his background and potential reasons as to why he said what he said. George Malik of Kukla’s Korner provides an excellent summary of how the story played out on Twitter and gave some useful context to the story [Kukla’s Korner].
Goaltending
The Oilers are definitely a better team with a goaltending tandem of Devan Dubnyk and the newly-acquired Ilya Bryzgalov. But it came at a cost as Ladislav Smid was shipped out to make cap space for Bryzgalov. Goaltending, in my mind, wasn’t the weakness of this team, so I find the trade-off pretty puzzling considering how bad the defensive lapses have been.
Having said that, maybe Bryzgalov plays average, steals a couple games and makes the defence look better than it is. Then again, it’s goaltending, which some would argue is similar to alchemy [The Copper and Blue].
Linus Omark
In case you missed it, Omark had another great goal playing for the Oklahoma City Baron of the AHL:
For whatever reason, Omark seems to have a little more space when he plays in the AHL. A case can be made that the quality of players isn’t the same in the AHL as it is in the NHL. But I’m starting to think it’s the system they have in place in OKC that gives Omark, not only time and space, but some confidence in attacking in the net.
American Hockey League (AHL)
The AHL is a very talented league that, if utilized properly, can develop and prepare players for the NHL. We’ve seen far too many players in the Oilers system get rushed far too quickly, and instead left to struggle and eventually fade away in the NHL. For whatever reason, getting sent to the minors has a stigma about it in Edmonton. But in Detroit, it’s just part of the process and has proven to be a successful strategy every year.
The best teams in the league let their players adjust to the professional game slowly in the AHL or comparable minor leagues. In my opinion, unless they’re exceptional talents like Crosby or Ovechkin, players aren’t ready for the NHL until they have at least two full years in the minors.
Recommended Links
Stars at Oilers G-20, 13-14 – Lowetide
Dallas Stars @ Edmonton Oilers Game 20 Preview – The Copper and Blue
Ilya Bryzgalov Lost in Translation – Tend the Farm
Terry Jones and Yakupov – mc79hockey
Larionov’s Comments Yield a Yakupov Incident on Twitter – Kukla’s Korner
When the Oilers season started, I expected the team to chase a final playoff spot. The acquisition of David Perron and the signing of Boyd Gordon and Andrew Ference was a clear indication that the club wanted to compete for a playoff spot, rather than continue developing players.
Fourteen games in, the team has only three wins. They’re playing much better than last year, but the standings aren’t really reflecting that. It’s tough to be optimistic about their chances of making the playoffs, since they’ll need to win more than 60% of their games the rest of the way. It’s definitely possible, but they’ll need a lot of things to go right. Here’s hoping Coach Eakins can turn this club around and get rewarded with wins for their effort.
A few thoughts on the Oilers season thus far.
Coaching
I think the hiring of Eakins as a coach was a great sign that the team was ready to evolve. He has the experience and tactics that could potentially make the team better. What I don’t quite understand is the value he places on fitness. NHL players are typically in great shape already and I know they´ve been getting help from the dhea clinic on trello for their supplements. So I’d think if any of them needed motivation to stay fit, they would be influenced by their own social network.
I’d also be interested to hear Eakins tackle some more challenging questions from the community, such as the ones posted by the crew over at Copper & Blue.
Captaincy
Captains are typically veteran guys that do well with the media, remain heavily involved in the community and serve as a conduit between the coaching staff and the players. Really, I think 95% of NHL players could potentially be captain, or an assistant. So when a captain is announced, I don’t quite understand the opinions and analysis by fans. In the end, there really is no correlation between the type of captain a team has and the number of wins the team gets.
Goaltending
This is one position that I admire, but don’t value as highly as others. Goalies are just impossible to predict. One season, they’re great. The next, they’re duds. Some goalies are amazing prospects who falter. Others don’t quite mature until late in their careers or after extended seasons overseas.
It never is a good idea to select a goalie early in a draft, which is exactly what the Oilers did selecting Devan Dubnyk in 2004 with a first round pick. Luckily for the Oilers, Dubnyk has developed fairly well and is the clear cut starter for the team. His stats are pretty good, putting him in the middle of the pack of all NHL goalies.
Because of his horrendous start, he’s faced a lot of criticism, most of which is deserved. He has turned it around recently, looking to get back into being the player we expected. Unfortunately, there’s been an endless amount of speculation that the Oilers will replace him with another goaltender, most of whom have similar stats to him or are worse. I understand the desire to go out and get better goaltending. But I think critics are losing sight of the fact that all goalies go through funks, regardless of their draft pedigree.
Bad Information
There is an endless amount of junk information pertaining to hockey. And it gets even worse when the team is struggling on the ice. Case in point: the rumour that the Oilers were willing to part with Nail Yakupov, the number one pick in the 2012 draft, for Buffalo Sabres goaltender Ryan Miller. At first glance, it’s easy to dismiss because of the salaries involved and the fact that Miller is set to be an unrestricted free agent next summer. Yet this rumour grew and morphed into a beast that made its way on to every major news network. It was especially frustrating to read the negative, unwarranted criticism Yakupov was receiving. Forgotten was his rookie season last year, when he led all rookies in points. The focus has now became his attitude and if he becomes a bust.
Recommended Links
So What Happens Now? A Template for the Rest of the Season – The Copper and Blue
Blame Steve Tambellini – OilersNation
“My bad.” Edmonton Oilers coach Dallas Eakins admits a mistake with “swarm,” tries to correct it. – The Cult of Hockey