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NHL Rookies of the Month Added Back to 1983-84

11th August 2016

In January, we added NHL Rookies of the Month back to the 2005-06 season. We've recently made some additions and now have the award listed back to 1983-84.

There are a few holes in the data, however. If anyone has the October 1987, November 1989 or December 1990 winners, please let us know.

We hope you enjoy this addition to our NHL Awards section.

Posted in Announcement, Awards, Data, History, | Comments Off on NHL Rookies of the Month Added Back to 1983-84

Sports Reference to Launch Redesigned Sites this Summer

10th July 2016

If you follow me on twitter, you know that this work has been a long time coming. Starting last summer, Adam Wodon, Adam Darowski, and I started throwing around ideas for a more mobile-friendly version of our sites. Our mobile experience is probably charitably described as limited and functional and with now over 2/3rd's of our visits coming from handheld devices, we clearly needed to up our game there.

This led to complete review of what we have on our sites and how we present that data on desktop and how we can make that usable on a small screen. It's not easy and after months of design, user testing and work, we have an approach that we believe will serve both desktop and mobile users better than they are now. This is the first in a series of posts we'll publish about our redesign.
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Posted in Announcement,,, CBB at Sports Reference, CFB at Sports Reference,, | 36 Comments »

Sports Reference Ending Page Sponsorships

1st July 2016

If you are a friend of Sports Reference, you'll know that sponsorships, which launched in July of 2002, were our second revenue generator (the first being just asking for money). For those who want to know, Charles Saeger sponsored Scott Erickson on July 21, 2002 to kick things off. For a number of years, sponsorships were our main revenue generator and paid all of the bills. Since 2006, however, sponsorships have become less and less of our overall revenue, now representing less than 4% of our annual revenue.
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Posted in Announcement,,, CBB at Sports Reference, CFB at Sports Reference,,, Redesign | 3 Comments »

Redesign: Team and League Logos Courtesy

19th June 2016

See for historical and current sports logos

Chris Creamer does amazing work at and I've been wanting to work with him for quite a while to put examples of past and current logos on our sites.  So when our 2016 redesign got underway, we worked out an agreement that we could use copies of his aggregated logos on our site.

We also realize that many historical logos show offensive representations of various ethnic groups and peoples that were commonplace in their time and in American society. These representations are wrong now and were wrong then. We present them, as we do all of our facts, to educate and illuminate, and these prejudices have been an unfortunate part of the history of the sports we all enjoy and love.

Obviously, we do not own these logos and cannot give you permission to use them. We use them under a fair use argument. We use small resolution images, which do not impact the economic viability of the logos for their owners. And we provide them for educational purposes only. It's up to you to know the relevant intellectual property law and, since I'm not a lawyer, this is clearly not legal advice.

Enough with the disclaimers. Check out some old-time teams for some old-time logo goodness.

Update: on March 23, 2017, we decided to remove logos prior to the seasons for which we have logos. For example if no logo was shown for 1892 Beaneaters we displayed their 1900 logo. This is mostly an issue for MLB, but could also arise elsewhere.

Posted in Announcement,,, CBB at Sports Reference, CFB at Sports Reference, FBref, General,,, Redesign | Comments Off on Redesign: Team and League Logos Courtesy

Player and Team Elo Rater Shutting Down

3rd June 2016

We have decided to remove the team and player Elo Rating pages. We had high hopes for the raters when we launched them but over the years they have too often become a test tube for online campaigns to elevate Dallas Cowboys or push down Los Angeles Lakers to a degree that we don't have any faith that they represent actual general user opinions on the relative quality of players or teams.

These pages will be removed as we launch our redesigned sites this summer beginning with hockey in a week or two.

Posted in Announcement,,, CBB at Sports Reference, CFB at Sports Reference,, Olympics at S-R, | 33 Comments »

2016 Stanley Cup Playoffs Statistics

13th April 2016

With playoffs season upon us, we wanted to point out our 2016 NHL Stanley Cup Playoffs section. While it's mostly a shell right now, it will be a good bookmark for info as the playoffs get going. You can find a schedule & results for every game, stats for every skater, goalie & team, as well as leaderboards.

There are also series preview pages to see how opponents match up with each other.

If you're more of a history buff, you can also take a skate down memory lane by checking out past playoff seasons, such as 2015 or 1987. Stats for series are also available, such as the 2013 Stanley Cup Final. Links to all playoff seasons (and a list of champions, runners-up and Conn Smythe winners) are available here.

Other Stanley Cup Playoff resources include our all-time Leaders & Records section, list of frequent champions and our Player Season Finder tool. With the Player Season Finder, you can run restrict your searches to playoff games and run all sorts of custom queries such as leading goal scorers, assists leaders, short-handed goal leaders and many others.

Our Team Game Finder & Player Game Finder also contain options to restrict your searches to playoff games only. You can search for things such as the most recent playoff hat tricks & team records in their playoff openers. You can also run searches for things like worst playoff opening loss by the eventual Stanley Cup champ. For player game searches, it should be noted that our player game logs currently go back to the 1988 Playoffs.

We also have historical sections for Stanley Cup Playoff Comebacks, a game-by-game breakdown of every possible scenario in a 7-game playoff series and every overtime goal in Stanley Cup Playoffs history.

We hope you enjoy these features and please let us know what you'd like to see in the future.

Posted in Announcement, Data, History,, Playoffs, Uncategorized | Comments Off on 2016 Stanley Cup Playoffs Statistics

Your 2015-16 Expected +/- Leader: Joe Thornton

11th April 2016

At the beginning of the season, we introduced a new metric called Expected +/-. This statistic shows what we'd expect a player's +/- to be, based on where his team's and his opponent's shots came from while he was on the ice in even-strength situations. The expected value of these shots is based upon league-wide shooting percentages from various locations on the ice. The 2014-15 leader was Patrice Bergeron, at +21.5. With the 2015-16 regular season now completed, we're happy to announce that Joe Thornton is the 2015-16 leader at +21.7.

Since this metric considers the quality of shots (or at least their point of origin), it has an advantage over blunter instruments, like Corsi, which consider quantity, but not quality. However, unlike Corsi, Expected +/- does not include info on shots that weren't on goal, that were blocked, etc. So we see the stats as good complements for each other.

Check out the players with Expected +/- above 10 for the 2015-16 season here:

Rk Player Age Tm Pos GP E+/- ?
1 Joe Thornton 36 SJS C 82 21.7
2 Patric Hornqvist 29 PIT RW 82 20.3
3 Tomas Hertl 22 SJS C 81 19.2
4 Brian Dumoulin 24 PIT D 79 19.0
5 Joe Pavelski 31 SJS C 82 18.5
6 Justin Braun 28 SJS D 80 17.1
7 Carl Hagelin 27 TOT LW 80 17.1
8 Kris Letang 28 PIT D 71 16.7
9 Marc-Edouard Vlasic 28 SJS D 67 16.5
10 Ryan Getzlaf 30 ANA C 77 16.4
11 Brad Marchand 27 BOS LW 77 16.2
12 Hampus Lindholm 22 ANA D 80 15.2
13 Ryan Ellis 25 NSH D 79 14.7
14 Patrice Bergeron 30 BOS C 80 14.5
15 Drew Doughty 26 LAK D 82 14.5
16 John Klingberg 23 DAL D 76 14.2
17 Kris Versteeg 29 TOT RW 77 14.2
18 Anze Kopitar 28 LAK C 81 14.1
19 Colton Parayko 22 STL D 79 13.8
20 Shea Weber 30 NSH D 78 13.7
21 Jakob Silfverberg 25 ANA RW 82 13.6
22 Joonas Donskoi 23 SJS RW 76 13.5
23 Jake Muzzin 26 LAK D 82 13.5
24 Kris Versteeg 29 CAR RW 63 13.5
25 Tyler Toffoli 23 LAK C 82 13.4
26 Pavel Datsyuk 37 DET C 66 13.2
27 Trevor Daley 32 TOT D 82 13.1
28 Mikael Backlund 26 CGY C 82 13.0
29 Eric Staal 31 CAR C 63 12.9
30 Ryan Suter 31 MIN D 82 12.7
31 Jacob Trouba 21 WPG D 81 12.6
32 Carl Hagelin 27 PIT LW 37 12.4
33 Chris Kunitz 36 PIT LW 80 12.4
34 Alex Ovechkin 30 WSH LW 79 12.4
35 Mike Ribeiro 35 NSH C 81 12.3
36 Milan Lucic 27 LAK LW 81 12.2
37 Josh Manson 24 ANA D 71 12.1
38 Eric Staal 31 TOT C 83 12.1
39 Filip Forsberg 21 NSH LW 82 12.0
40 Jared Spurgeon 26 MIN D 77 11.8
41 Mattias Ekholm 25 NSH D 82 11.6
42 Tyler Seguin 24 DAL C 72 11.4
43 Dustin Byfuglien 30 WPG D 81 11.2
44 Craig Smith 26 NSH RW 82 11.2
45 Trevor Daley 32 PIT D 53 11.1
46 Marian Hossa 37 CHI RW 64 11.1
47 Phil Kessel 28 PIT RW 82 11.0
48 Victor Hedman 25 TBL D 78 10.9
49 Roman Josi 25 NSH D 81 10.9
50 Evgeny Kuznetsov 23 WSH C 82 10.9
51 Sidney Crosby 28 PIT C 80 10.7
52 David Perron 27 TOT LW 71 10.4
53 Joel Ward 35 SJS RW 79 10.4
54 Evgeni Malkin 29 PIT C 57 10.3
55 Marian Gaborik 33 LAK RW 54 10.2
56 Jeff Carter 31 LAK C 77 10.0
57 Jussi Jokinen 32 FLA LW 81 10.0
58 Justin Williams 34 WSH RW 82 10.0
Provided by View Original Table
Generated 4/11/2016.

Posted in Advanced Stats, Announcement, Data, | 1 Comment »

NHL Player Similarity Scores Updated Through 2014-15

3rd February 2016

We just wanted to quickly note that Similarity Scores have been updated on player pages through 2014-15. Similarity Scores attempts to find players whose careers were similar in terms of quality and shape (but not style of play). If you go to Alex Ovechkin's page and scroll down to the Similarity Scores, you'll see that through ten seasons, his career been most similar to Jaromir Jagr's. When comparing entire careers, he scores as most similar to Sidney Crosby.



Posted in Announcement, Data,, Statgeekery | Comments Off on NHL Player Similarity Scores Updated Through 2014-15

Births and Deaths Added to Seasons Pages

1st February 2016

We just wanted to quickly note that each season page now has a link under the "More" tab on the far right showing players who were born or died from the September preceding the season to the August following the season.

If you see any birth/death data missing that you're able to fill in, please let us know.

Posted in Announcement, Data, History, | Comments Off on Births and Deaths Added to Seasons Pages

2015-16 Team Results Pages Beefed Up

29th January 2016

We have attended several columns of statistics to our team Schedule & Results pages for 2015-16. We have a page like this for each team, showing their results, as well as their upcoming games. As you can see on the page linked to, we've added a column showing shots, power play goals, power play opportunities, short-handed goals and penalty minutes for both teams. Additionally, attendance and length of game were recently added. The columns are all sortable by clicking in the top row, so you can easily find team season highs (or lows) in each statistic.

Posted in Announcement, Data, | 1 Comment »