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Player Stats for 1993-94 College Basketball Season Added

Posted by Mike Lynch on April 29, 2016

As we continue to work towards our goal of covering college basketball's shot-clock era (since 1985-86), we have recently added player stats for the 1993-94 college basketball season.

That was the season in which Arkansas rode its 40 Minutes of Hell style to a national championship and National Player of the Year Glenn Robinson averaged an incredible 30.3 PPG (an average that no one has bested since).

You can check out the player leaders for this season here. Additionally, similar player leaderboards can be found for each conference page for the season. Or you can check out tables that have the player stats for every player in a given conference that season.

This addition has also allowed us to extend our leaderboards back to 1993-94 for many categories, such as the yearly national PPG leader since 1993-94 or the most career assists since 1993-94.

If you preferring making your own, customized, leaderboards, you can do so back to 1993-94 in the Player Season Finder.

Here's a few sample searches:

One more thing to note: Since we only have full team stats back to 1995-96, at this time we are not yet able to calculate player win shares for seasons before 1995-96.

No Comments | Posted in Announcement, Basketball-Reference.com, CBB at Sports Reference, Data, History

2016 NFL Draft Features

Posted by Mike Lynch on April 27, 2016

With the NFL Draft rapidly approaching (thus bringing an close to the endless months of draft prognostications), now might be a good time to point out all the draft resources we have available at Pro Football Reference. You can check out:

Hopefully these are of some assistance to you as you're tuned into the draft wondering if your team is going to pick the next Peyton Manning or.. not.

No Comments | Posted in Announcement, Data, Draft, History, Play Index, Pro-Football-Reference.com

2015-16 Warriors Enter NBA Record Book

Posted by Mike Lynch on April 14, 2016

The 2015-16 Golden State Warriors have earned a seat at the table in the discussion of the greatest teams in NBA history. They've set a new standard with 73 regular-season wins. Let's examine some of their other accomplishments this season:

  • 6th-best SRS in NBA history: SRS stands for Simple Rating System and is a rating method that takes into account margin of victory and strength of schedule.
  • 6th-best average margin of victory in NBA history: The Warriors outscored their opponents by 10.76 PPG, which was the best by any NBA team since the 1996-97 Bulls outscored their opposition by 10.80 PPG. However, the Warriors outscored their opponents by 10.0 PPG in the 1st three quarters of games alone, which is something none of the teams ahead of them on the list managed.
  • Most road wins in NBA history: The Dubs went 34-7 on the road, surpassing the 33 road wins by the 1995-96 Bulls.
  • 2nd-longest winning streak in NBA history: After winning their final four regular-season games in 2014-15, the Warriors ran off 24 straight wins to start 2015-16, coming up five games short of matching the 1971-72 Lakers' 33-game winning streak.
  • Longest home winning streak in NBA history: The Warriors' 54-game home winning streak was enough to surpass the old record (44) by the mid-90s Bulls.
  • 3rd-longest road winning streak in NBA history: Their 14-game road winning streak was good enough for a tie for the 3rd-longest in NBA history (just two games shy of the record).
  • Best Effective FG% in NBA history: When accounting for the added value of the three-point shot, the Warriors surpassed the 2013-14 Heat as the best field goal shooting team in NBA history.
  • Best True Shooting Percentage since at least 1983-84: The Warriors also bested the 2013-14 Heat for best True Shooting Percentage since 1983-84.
  • Most 3-pointers made per game in NBA history: Last season the Rockets set this record by making 11.4 3-pointers per game. The Warriors made over 13 per game.
  • 2nd-best 3-point FG% in NBA history: Incredibly, the same team that set the record for makes also managed to have the 2nd-best 3-point percentage in NBA history. It should be noted that the only team with a better 3-point field goal percentage, the 1996-97 Hornets, did so during a season in which the 3-point line was closer to the basket (22 feet all around).

Comments Off on 2015-16 Warriors Enter NBA Record Book | Posted in Advanced Stats, Announcement, Basketball-Reference.com, Data, History, Play Index

Kobe Bryant Has Always Had Fascinating Goodbyes

Posted by Mike Lynch on April 13, 2016

As Kobe Bean Bryant bids farewell to the NBA, you'll likely hear a lot about all of the great accomplishments during his Hall of Fame career. The buzzer beaters, the 81-point game, the rings, the All-NBA teams, the All-Defense teams, the MVP votes. His great achievements literally go on and on. It's why most consider him one of the greatest guards in the history of the game. These accomplishments should be acknowledged, and chances are you've been hearing about them a lot this week.

However, as Kobe says goodbye tonight, I wanted to look at a part of his legacy that has always fascinated me: the way that he has said goodbye in past seasons. Bryant is considered by many to be one of the all-time great postseason performers. The reasons are obvious: He has five rings and two NBA Finals MVPs. He's the third-leading scorer in NBA Postseason history. However, the ultimate test of a superstar player is how they perform with their back against the wall. So I decided to examine Bryant's performance when facing playoff elimination. I did the same for some players with whom he's often compared: Michael Jordan & LeBron James.

First, let me be explicit: By "facing elimination" I mean any playoff game in which a loss would mean the end of his team's season. So these are games in which his team entered with two losses in a best-of-5 series or three losses in a best-of-7 series.

It turns out Bryant faced elimination 19 times in his career. The table below shows his statistics in these 19 games, with links to the box scores for each (by clicking the date). You'll notice that, coincidentally, the first two elimination games of the Black Mamba's career were against the Jazz (the same team he will finish his career against tonight).

Date Tm Opp MP FG FGA 3P 3PA FT FTA TRB AST STL BLK TOV PTS GmSc
1997-05-12 LAL UTA L 29 4 14 0 6 3 3 2 2 1 0 1 11 3.6
1998-05-24 LAL UTA L 19 2 2 0 0 2 3 1 0 1 1 3 6 2.8
1999-05-23 LAL SAS L 40 7 16 1 3 1 2 8 3 0 0 3 16 7.5
2000-05-05 LAL SAC W 34 7 16 1 5 2 2 2 6 0 3 1 17 13.7
2000-06-04 LAL POR W 47 9 19 1 4 6 12 11 7 0 4 2 25 20.3
2002-05-31 LAL SAC W 44 10 20 0 0 11 11 11 5 0 0 1 31 26.4
2002-06-02 LAL SAC W 52 10 26 2 3 8 10 10 7 2 0 0 30 24.1
2003-05-15 LAL SAS L 43 9 19 2 5 0 2 2 6 1 0 7 20 6.7
2004-06-15 LAL DET L 45 7 21 0 2 10 11 3 4 1 0 3 24 13.0
2006-05-06 LAL PHO L 43 8 16 4 8 4 5 4 1 0 1 3 24 13.6
2007-05-02 LAL PHO L 46 13 33 2 8 6 7 4 1 1 0 6 34 11.8
2008-06-15 LAL BOS W 44 8 21 4 9 5 7 7 4 5 0 6 25 16.2
2008-06-17 LAL BOS L 43 7 22 3 9 5 5 3 1 1 0 4 22 8.0
2009-05-17 LAL HOU W 33 4 12 1 4 5 6 7 5 3 2 1 14 14.6
2010-06-15 LAL BOS W 40 9 19 1 4 7 7 11 3 4 0 2 26 24.1
2010-06-17 LAL BOS W 45 6 24 0 6 11 15 15 2 1 0 4 23 9.9
2011-05-08 LAL DAL L 37 7 18 0 5 3 4 3 1 0 0 5 17 3.4
2012-05-12 LAL DEN W 45 7 16 2 2 1 4 1 8 0 1 3 17 10.6
2012-05-21 LAL OKC L 41 18 33 1 6 5 7 5 0 2 0 2 42 25.6
Provided by Basketball-Reference.com: View Original Table
Generated 4/12/2016.

It should be noted that in 1997 and 1998, Bryant was a teenager coming off the bench for the Lakers and did not always see consistent minutes. LeBron and MJ were never in the playoffs as teens, so it's probably unfair to include those years in any comparison. That said, here's Vino's averages in the 17 elimination games he played after becoming a starter. We've also listed the averages for Jordan and James in such games (and have even thrown in Allen Iverson, as a control of sorts, for those who think MJ & LeBron set an impossible standard):

Screen Shot 2016-04-13 at 11.07.22 AM

The first thing you'll note is that Bryant is the only of the four to have a winning record in these games (though that record falls to 9-10 if you include losses to the Jazz in his first two seasons). However, you'll notice his personal statistics are a cut below the other players on the list, especially Jordan and James. Of the four, Bryant ranks last a scorer, 2nd-worst in shooting efficiency, 2nd-worst in rebounding, and last in assists. Add it all up and Bryant's average Game Score when facing elimination is 14.7. Game Score was created by John Hollinger to give a rough estimate of a player's productivity for a single game. The scale is similar to that of points scored, so 40 is an outstanding performance and 10 is average. Needless to say, a 14.7 average Game Score in contests of this level of import is very pedestrian for a player of Kobe's standing. For further perspective, Bryant's average Game Score for his entire career is 17.4.

Michael Jordan, meanwhile, was predictably outstanding in these games as he averaged about 31 PPG, 8 RPG and 7 APG, with efficient shooting numbers. His Game Score average of 23.3 crushes Bryant's 14.7. LeBron James, contrary to his reputation, has even better numbers than Jordan in these games, ranking as the best scorer, rebounder and shooter of the group. His average Game Score of 23.7 is also the best. Allen Iverson, meanwhile, put up big scoring and assists numbers, but was the least efficient shooter of the group (though his TS% is close to Kobe's). Still, Iverson's 18.3 Game Score average puts him well ahead of Bryant.

In addition to the relative lack of individual success, the other striking thing about Bryant in these games is the magnitude of several of the losses. It's absolutely incredible that a player on so many great teams was also a part of so many season-ending meltdowns. Let's review:

If you're counting at home, that's four losses by 28+ points when facing playoff elimination. Does Kobe have one more dramatic ending in store for us?

Attached below are tables showing the elimination games of the other players mentioned in this post.

MICHAEL JORDAN IN ELIMINATION GAMES
Date Tm Opp MP FG FGA 3P 3PA FT FTA TRB AST STL BLK TOV PTS GmSc
1985-04-24 CHI MIL W 42 12 26 0 1 11 16 8 7 4 1 3 35 28.2
1985-04-26 CHI MIL L 42 6 16 0 2 17 20 7 5 2 3 4 29 24.3
1986-04-22 CHI BOS L 39 8 18 1 1 2 3 10 9 2 1 5 19 15.4
1987-04-28 CHI BOS L 39 9 30 0 1 12 14 11 7 2 1 2 30 21.5
1988-05-08 CHI CLE W 43 12 22 0 0 15 18 4 6 2 2 7 39 27.8
1988-05-18 CHI DET L 43 10 22 1 2 4 7 8 8 2 0 3 25 18.6
1989-05-07 CHI CLE W 44 17 32 1 1 9 13 9 6 1 0 2 44 32.7
1989-06-02 CHI DET L 42 13 26 1 2 5 12 4 13 3 2 8 32 20.9
1990-06-01 CHI DET W 39 11 20 1 4 6 6 10 2 1 0 3 29 20.6
1990-06-03 CHI DET L 45 13 27 0 2 5 5 8 9 1 0 4 31 23.0
1992-05-17 CHI NYK W 42 15 29 0 0 12 13 6 4 2 3 5 42 31.0
1995-05-18 CHI ORL L 39 8 19 1 2 7 10 9 7 4 4 6 24 19.9
1998-05-31 CHI IND W 42 9 25 0 0 10 15 9 8 0 0 2 28 19.2
Provided by Basketball-Reference.com: View Original Table
Generated 4/12/2016.
LeBRON JAMES IN ELIMINATION GAMES
Date Tm Opp MP FG FGA 3P 3PA FT FTA TRB AST STL BLK TOV PTS GmSc
2006-05-21 CLE DET L 47 11 24 0 4 5 8 8 2 1 0 3 27 15.6
2007-06-14 CLE SAS L 46 10 30 2 7 2 6 6 10 0 0 6 24 7.8
2008-05-16 CLE BOS W 47 9 23 1 3 13 15 12 6 2 1 8 32 21.6
2008-05-18 CLE BOS L 47 14 29 3 11 14 19 5 6 2 0 2 45 32.8
2009-05-28 CLE ORL W 46 11 24 0 2 15 19 14 12 1 1 4 37 33.3
2009-05-30 CLE ORL L 45 8 20 2 8 7 11 7 7 0 1 3 25 16.1
2010-05-13 CLE BOS L 46 8 21 2 4 9 12 19 10 3 1 9 27 22.1
2011-06-12 MIA DAL L 40 9 15 2 5 1 4 4 6 1 1 6 21 13.6
2012-06-07 MIA BOS W 45 19 26 2 4 5 9 15 5 0 0 4 45 36.4
2012-06-09 MIA BOS W 48 9 21 1 5 12 17 12 2 1 1 3 31 22.4
2013-06-03 MIA IND W 41 8 17 1 2 15 16 8 4 2 1 2 32 29.2
2013-06-18 MIA SAS W 50 11 26 1 5 9 12 10 11 3 1 6 32 25.8
2013-06-20 MIA SAS W 45 12 23 5 10 8 8 12 4 2 0 2 37 32.5
2014-06-15 MIA SAS L 41 10 21 3 9 8 9 10 5 0 2 1 31 26.8
2015-06-16 CLE GSW L 47 13 33 2 10 4 8 18 9 2 0 6 32 20.2
Provided by Basketball-Reference.com: View Original Table
Generated 4/12/2016.
ALLEN IVERSON IN ELIMINATION GAMES
Date Tm Opp MP FG FGA 3P 3PA FT FTA TRB AST STL BLK TOV PTS GmSc
1999-05-23 PHI IND L 45 11 28 2 6 1 1 3 6 0 0 2 25 12.5
2000-05-13 PHI IND W 45 7 26 1 4 4 6 3 5 2 0 3 19 6.2
2000-05-15 PHI IND W 46 12 29 2 4 11 12 5 1 1 0 1 37 22.5
2000-05-19 PHI IND L 44 7 20 1 4 3 5 5 3 2 0 2 18 10.0
2001-05-20 PHI TOR W 48 8 27 1 3 4 4 4 16 2 1 4 21 16.0
2001-06-03 PHI MIL W 44 17 33 4 6 6 7 6 7 2 0 2 44 32.8
2001-06-15 PHI LAL L 45 14 32 3 11 6 8 3 2 2 0 3 37 18.7
2002-04-28 PHI BOS W 44 10 23 3 5 19 20 5 4 5 0 3 42 34.6
2002-05-01 PHI BOS W 42 9 26 1 5 9 10 5 4 4 0 4 28 16.9
2002-05-03 PHI BOS L 44 11 24 4 7 5 8 2 4 1 0 1 31 20.4
2003-05-16 PHI DET L 53 14 33 1 1 9 10 3 9 2 1 5 38 24.2
2005-05-03 PHI DET L 48 14 30 1 5 5 6 1 7 0 0 4 34 18.2
2007-05-02 DEN SAS L 44 6 22 2 5 7 9 0 8 2 0 3 21 11.8
2008-04-28 DEN LAL L 43 10 22 0 3 2 3 2 2 0 0 1 22 11.6
Provided by Basketball-Reference.com: View Original Table
Generated 4/13/2016.

Comments Off on Kobe Bryant Has Always Had Fascinating Goodbyes | Posted in Announcement, Basketball-Reference.com, Data, History, Playoffs, Uncategorized

2016 Stanley Cup Playoffs Statistics

Posted by Mike Lynch on April 13, 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.

Comments Off on 2016 Stanley Cup Playoffs Statistics | Posted in Announcement, Data, History, Hockey-Reference.com, Playoffs, Uncategorized

New Box Scores and Play-By-Plays Added to Baseball Reference

Posted by Mike Lynch on March 1, 2016

Thanks to the efforts of our friends at Retrosheet, we have added box scores for the 1913 MLB season to Baseball Reference. Additionally, we have added play-by-play for games as far back as 1930. Before this update, our oldest play-by-plays went back to 1938. In addition to the boxes and PBPs themselves, this update allows for a variety of new information searchable in the play index, as well as new rows of information in team/player/league statistics tables.

Here's a quick breakdown of the data coverage for the Play-By-Plays we've added from 1930 to 1937:

  • 1930 - 77% of games
  • 1931 - 82% of games
  • 1932 - 75% of games
  • 1933 - 81% of games
  • 1934 - 72% of games
  • 1935 - 71% of games
  • 1936 - 65% of games
  • 1937 - 82% of games

And here are some examples of some of the new information/searches available on the site:

We're very excited about these new additions and hope you enjoy them, as well. Please let us know if you have any comments, questions or concerns.

And thanks again to Retrosheet!

4 Comments | Posted in Announcement, Baseball-Reference.com, Data, History, Play Index, Uncategorized

NFL Combine Results Added to Pro Football Reference

Posted by Mike Lynch on February 26, 2016

We're happy to announce that we've added NFL Combine results since 2000 to Pro Football Reference. Tables showing results for each season are available in our NFL Draft section, but we're most proud of the new Play Index tool we've created with this data. Our new NFL Combine Results Finder allows users to run customized queries through combine results since 2000. For instance, you can run searches like:

The above is a small sampling of what is possible. You can also slice, dice and sort by spans of years, heights, weights, positions, team drafted by, college and whether or not the player appeared in the NFL.

2016 NFL Combine Results will be added once the combine is over.

If you have any questions or comments, please let us know.

Comments Off on NFL Combine Results Added to Pro Football Reference | Posted in Announcement, Data, Draft, Features, History, Play Index, Pro-Football-Reference.com

Find Every Box Score in ABA History

Posted by Mike Lynch on February 16, 2016

Last year we added nearly every box score in ABA history to the site, but we were missing the inaugural 1967-68 season. We're now happy to announce that we have added the 1967-68 season, as well, meaning we now have box scores and game logs for the entire run of the league. This is once again thanks to the research of Michael Hamel, who has allowed us to show this data.

Among the cool new features are game logs for 1967-68 ABA MVP Connie Hawkins. You can also find his splits here. Additionally, you can find team splits and game logs.

This data has not yet been incorporated into player game finder searches or other play index tools, but that's something we'll be looking into in the future.

We hope everyone enjoys this new addition and thanks again to Michael Hamel for his permission to use this data and for his excellent research.

1 Comment | Posted in Announcement, Basketball-Reference.com, Data, History

Births and Deaths Added to Seasons Pages

Posted by Mike Lynch on February 1, 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.

Comments Off on Births and Deaths Added to Seasons Pages | Posted in Announcement, Data, History, Hockey-Reference.com

College Basketball Player Statistics Added for 1994-95 Season

Posted by Mike Lynch on January 29, 2016

As we continue to work our way back on digitizing player statistics for old college basketball seasons, we are happy to announce the player stats for the 1994-95 season are now live on the site. You can see player leaders for the season here. Notably, Kurt Thomas became the third player to lead NCAA D-I in scoring and rebounding in the same season (28.9 PPG and 14.6 RPG). Here's the team stats page for UCLA, as the Bruins won their record 11th (and most recent) national championship.

The new season of statistics has also been synced into the Player Season Finder tool, so you can now make customized searches for player stats all the way back to 1994-95 (though we cannot yet calculate Win Shares for 1994-95). Here's a few examples:

In the coming months and years, we hope to continue to add past seasons of player statistics, as well as team statistics.

2 Comments | Posted in Announcement, CBB at Sports Reference, Data, History, Play Index

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