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Russ & Harden’s Oscar-Worthy Performances

5th January 2017

We all know Oscar Robertson became the only player in NBA history to average a triple-double when he averaged 30.8 PPG, 12.5 RPG and 11.4 APG in 1961-62. Though he didn't have the benefit of first-class air travel, modern nutrition and training techniques, he did have the benefit of playing for a team that averaged an estimated 124.9 possessions per game, while playing over 44 minutes per game. Though I don't want to diminish the stamina required to perform at a high level at such a frenetic pace, the point stands that there were more opportunities for a player to accumulate counting stats in 1962 than there are in 2017, where the average game has about 96 possessions.

Still, even if we adjust statistics to a Per 100 Possessions basis, few have ever matched Oscar's production. Robertson averaged an estimated 26.7 Pts, 10.8 Reb & 9.9 Ast per 100 possessions in 1961-62. At Basketball-Reference, we have estimated per 100 possessions statistics for every player back to 1973-74 (when the advent of tracking of offensive rebounds, among other stats, made the estimates more reliable). From 1973-74 to 2015-16, a total of just four player seasons (by three players) matched The Big O's Per 100 Possession statistics. They were by do-it-all forwards Grant Hill & LeBron James (twice) and then Russell Westbrook, last season. But, now, the 2016-17 NBA season has TWO players doing that. Russell Westbrook, in his most ridiculous form yet, and James Harden, who has emerged as the perfect player for Mike D'Antoni's relentless attack. But it's not that these guys are matching Robertson's production. They're obliterating it.

Let's first consider Westbrook's numbers.

And yet, saying that Westbrook is like a combination of peak Jordan's scoring with peak Malone's rebounding and peak Kidd's passing doesn't even do justice to how breathtaking his level of activity on the floor is.

As for Harden, the numbers aren't as eye-popping as Westbrook's, but his scoring and rebounding are roughly equivalent to peak LeBron James, except with 50% more assists thrown in. So, I guess that's pretty decent.

Query Results Table
Per 100 Possessions
Player Season Age Tm Lg PTS TRB AST
James Harden 2016-17 27 HOU NBA 37.8 10.9 15.9
Russell Westbrook 2016-17 28 OKC NBA 44.1 15.0 14.9
Russell Westbrook 2015-16 27 OKC NBA 33.9 11.3 15.1
LeBron James 2012-13 28 MIA NBA 37.5 11.2 10.1
LeBron James 2008-09 24 CLE NBA 40.8 10.9 10.4
Grant Hill 1996-97 24 DET NBA 30.9 13.0 10.5
Provided by Basketball-Reference.com: View Original Table
Generated 1/5/2017.
Tonight, the former teammates will square off for the 13th time in their regular-season careers, with each player owning six wins to this point. Harden is currently the overwhelming favorite to the win the MVP Award, but it's still early. Anyways, with their matchup tonight, we just wanted to take the opportunity to gawk at their absurd 2016-17 seasons.
Top Candidates Table
Rk Player Tm W/L% eFG% FT% TRB AST STL BLK TOV PTS Prob%
1 James Harden HOU .750 .528 .847 8.2 11.9 1.4 0.3 5.7 28.4 57.6%
2 Kevin Durant GSW .861 .594 .868 8.6 4.7 1.2 1.6 2.3 25.8 16.1%
3 LeBron James CLE .765 .559 .683 7.8 8.5 1.4 0.6 3.9 25.8 8.8%
4 Russell Westbrook OKC .583 .462 .821 10.5 10.5 1.4 0.3 5.3 30.9 5.2%
5 Stephen Curry GSW .861 .575 .929 4.3 5.8 1.7 0.1 2.8 24.2 3.0%
6 Kawhi Leonard SAS .800 .530 .918 5.9 3.1 2.0 0.6 1.9 24.0 2.9%
7 Chris Paul LAC .632 .543 .877 5.3 9.5 2.2 0.2 2.3 17.7 1.9%
8 Kyle Lowry TOR .676 .585 .854 4.9 7.1 1.4 0.3 2.9 22.2 1.6%
9 Giannis Antetokounmpo MIL .529 .559 .779 9.1 5.8 1.9 2.0 2.9 23.9 1.5%
10 Kevin Love CLE .765 .534 .872 10.9 1.7 1.1 0.4 2.1 21.8 1.3%
Provided by Basketball-Reference.com: View Original Table
Generated 1/5/2017.

Posted in Advanced Stats, Announcement, Basketball-Reference.com, Data, History, Ridiculousness, Statgeekery | 2 Comments »

NBA Christmas Records

23rd December 2016

Below, you will find the top individual performances in NBA Christmas day games entering 2016:
Most Points in an NBA Christmas Game
60 Bernard King, December 25, 1984, Knicks vs Nets
59 Wilt Chamberlain, December 25, 1961, Warriors at Knicks (2OT)
50 Rick Barry, December 25, 1966, Warriors at Royals
47 Jerry West, December 25, 1963, Lakers at Knicks
46 Tracy McGrady, December 25, 2002, Magic vs Pistons
Most Rebounds in an NBA Christmas Game
36 Wilt Chamberlain, December 25, 1961, Warriors at Knicks (2OT)
34 Bill Russell, December 25, 1965, Celtics at Bullets
34 Wilt Chamberlain, December 25, 1959, Warriors vs Nationals
33 Bill Russell, December 25, 1958, Celtics at Knicks
31 Bill Russell, December 25, 1964, Celtics vs Pistons
Most Assists in an NBA Christmas Game
18 Tiny Archibald, December 25, 1972, Kings vs Bucks
18 Guy Rodgers, December 25, 1966, Bulls at Knicks
17 Oscar Robertson, December 25, 1961, Royals vs Lakers
16 Tiny Archibald, December 25, 1975, Kings at Suns
16 Oscar Robertson, December 25, 1965, Royals vs Warriors
16 Oscar Robertson, December 25, 1963, Royals vs Hawks
16 Oscar Robertson, December 25, 1960, Royals vs Pistons
Most Steals in an NBA Christmas Game
6 Russell Westbrook, December 25, 2015, Thunder vs Bulls
6 Derrick Rose, December 25, 2010, Bulls at Knicks
6 Doug Christie, December 25, 2002, Kings at Lakers
6 Michael Jordan, December 25, 1986, Bulls at Knicks
6 Micheal Ray Richardson, December 25, 1979, Knicks vs Nets
6 Paul Westphal, December 25, 1975, Suns vs Kings
6 Kevin Porter, December 25, 1974, Bullets vs Hawks
Most Blocked Shots in an NBA Christmas Game
8 DeAndre Jordan, December 25, 2011, Clippers at Warriors
7 Elvin Hayes, December 25, 1980, Bullets vs Nets
6 Tim Duncan, December 25, 2013, Spurs vs Rockets
6 DeAndre Jordan, December 25, 2013, Clippers at Warriors
6 Tyson Chandler, December 25, 2011, Knicks vs Celtics
6 Amar'e Stoudemire, December 25, 2010, Knicks vs Bulls
6 Larry Smith, December 25, 1980, Warriors at Trail Blazers
6 Terry Tyler, December 25, 1979, Pistons at Cavaliers
Looking for something else? Don't forget that you can run searches in the Play Index Player Game Finder customized by date!

Posted in Announcement, Basketball-Reference.com, Data, History, Leaders, Uncategorized | No Comments »

Play Index 101: Introduction and List of Videos

15th December 2016

I'd estimate that around 99% of the time, when someone comes to a Sports Reference site, they go to a player or team page and then log off. More advanced users may find their way to the frivolities pages, experiment with features like the Oracle of Baseball, or just spend several hours following link chains to various players and games.

But, just like Westworld, there's another level to our websites, one that relatively few people know how to navigate. It's called the Play Index and, in all sincerity, figuring out how to use it will change your life as a sports fan. If you've ever wondered how people find tidbits like "Mike Trout has the most WAR of any hitter through age-24" or "Dennis Rodman had seven 0-point, 20-rebound games in his career", the answer is usually that they've used the Play Index.

While the Play Index is easy to use if you know your way around, it can seem daunting to a newcomer. We often get messages from people who are eager to learn how to use the Play Index, but don't quite know where to start. So, with that in mind, we're starting a new video series called Play Index 101! Read the rest of this entry

Posted in Announcement, Baseball-Reference.com, Basketball-Reference.com, CBB at Sports Reference, CFB at Sports Reference, Hockey-Reference.com, How-To Videos, Play Index, Play Index 101, Pro-Football-Reference.com | 1 Comment »

Triple-Double Mania

8th December 2016

In the same way that the phrase that best summarized the 2015-16 season was "three-one lead," 2016-17 is shaping up to be the year of the triple-double. In general, the 2016-17 NBA season seems to be producing some absolutely insane stat lines, from Anthony Davis' early run of 40 and 50 point games to DeMar DeRozan's absurdly hot early start.

But one other thing that we've seen in the early part of this season is a ton of triple-doubles. Led by Russell Westbrook, who's threatening to make history by becoming the first player since Oscar Robertson to average a triple-double over the course of a full season, NBA players are contributing to more phases of the game than ever before, and the result has been a real delight for stat-nerds. Read the rest of this entry

Posted in Announcement, Basketball-Reference.com | 4 Comments »

Top 2016 Recruits Added to Basketball Reference

28th November 2016

With the college basketball season now up and running, we've added the 2016 RSCI Top 100 recruits to Basketball Reference. RSCI stands for Recruiting Services Consensus Index and can be seen here. It combines the rankings from various respected sources into one consensus ranking. It should be noted that this consensus can under-rank reclassifying players like Thon Maker or Jamal Murray since they're not always taken under consideration by all of the rankers.

This page contains links to college stats for this season's top freshmen (when applicable) so could come in handy if you're checking out 2017 NBA Draft prospects.

Historical RSCI rankings are available back to 1998, if you're curious about their predictive value.

This data is accessible via the "High School Season Honors" section of our NBA Awards menu.

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

1984-85 NBA Salaries Added to Basketball Reference

21st November 2016

We recently added player salaries for the 1984-85 NBA season to player pages. This is a cool addition, because 1984-85 was the first season of the NBA salary cap. Please note that these totals, as all salary data, are unofficial. These salaries are also incomplete. We have data for 210 of the 320 players who played a game in the 1984-85 season. The highest-paid player for this season was Magic Johnson ($2.5M). Michael Jordan, a rookie at the time, made a $550K, which is just barely over the 2016-17 rookie minimum salary ($543,471).

This addition gives us salary data for most players all the way back to 1984-85. The two seasons we're missing are 1986-87 and 1989-90. If you have data for either of these seasons, and would like to share it, please let us know.

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

Triple-Double, Quadruple-Double & 50-Pt Game Leaderboards Added to Basketball Reference

18th November 2016

As Russell Westbrook, James Harden and LeBron James do their best Oscar Robertson impressions, we thought it would be a good time to add an all-time triple-doubles leaderboard to Basketball Reference. This can be found under "Other Leaderboards" on our Leaders page. You'll also notice we added a page for quadruple-doubles and 50-Point games. These leaderboards are different than searches in the player game finder for the same thing, since these leaderboards are all-time and most statistics in the player game finder only go back to 1983-84. If you're ever looking for just active triple-double leaders, that can be done easily with the player game finder.

With the new triple-double leaderboard, you'll notice that LeBron James will pass Fat Lever for sole possession of 6th-most triple-doubles all-time with his next triple-double. But Russell Westbrook, on pace for 20 triple-doubles this season, is nipping at his heels.

There's not quite as much drama on the 50-Pt games leaderboard, where Wilt Chamberlain has as many as the next 7 players combined. LeBron James, with 10 50-pt games, is the only active player in the top 10, currently tied with Kareem Abdul-Jabbar for 7th place.

There have only been four officially recorded NBA quadruple-doubles, with one each by Nate Thurmond, David Robinson, Hakeem Olajuwon and Alvin Robertson. This is because blocks and steals were not official statistics until 1973-74, the year after Chamberlain (who reportedly had multiple unofficial quadruple-doubles) retired from the NBA.

Posted in Announcement, Basketball-Reference.com, Data, History, Leaders | 2 Comments »

NBA Coach of the Month Winners Added to Basketball Reference

15th November 2016

We have recently made an addition to the Awards section on Basketball Reference. We now have NBA Coaches of the Month all the way back to the creation of the award in 1982-83. These winners can be found not only on the page for the award, but also on season pages and coaching pages. It should also be noted that from 1982-83 through 2001-02, there was one winner per month for the entire league. Starting in 2002-03, however, there was a separate winner from the Western Conference and the Eastern Conference every month. The all-time leader in Coach of the Month Awards (through the 2015-16 NBA season) is Gregg Popovich, with 16. He's followed by George Karl, with 12, and Pat Riley/Phil Jackson with 11 apiece. The leader among currently active head coaches is Doc Rivers, with 9 (and November 2016 could well end up being his 10th).

Posted in Announcement, Awards, Basketball-Reference.com, Data, History | No Comments »

Some Early NBA Trends to Watch

11th November 2016

The NBA has been back in our lives for over two weeks and this year is already more lit than even the most optimistic observers could have guessed. Fears of a joyless march to Golden State Warriors vs Cleveland Cavaliers III have proven greatly exaggerated. Instead, this season is already shaping up to be the most fun in recent memory. Let's check in on a few storylines. Read the rest of this entry

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

Exporting Data

7th November 2016

As you may have noticed, on our re-designed sites we recently disabled the feature allowing you to export our tables directly to Excel. This was because updated browsers were no longer supporting the function and it was becoming problematic to keep up. However, this doesn't mean that you can't still easily export our tables into spreadsheets. There's just an extra step or two, now.

First, look for the "Share & more" tab atop the table you'd like to export. If you don't see this tab, it means the particular table you're looking at isn't exportable. Otherwise, hover over it and options will drop down (see image). Select "Get table as CSV (for Excel)", which will convert the table to comma-separated values.

csv-descrip

Once the table has been converted to CSV, copy and paste the entirety of the table (or whatever section of it you want) into Excel, as text. You will now have an unintelligible, single-column mess in your spreadsheet, but that's fine. The commas are there for a reason and Excel will help us easily convert those commas into nice, readable columns of data. This next step is sometimes variable depending on the version of Excel you're working with, but what you want to find is the "text to columns" function. In my Excel for Mac 2011, this can be found under the "Data" tab. If you can't find it on your version, a google search for "Excel text to columns" with your Excel version number should yield useful results.

Once you have located the "text to columns" function, you will choose a file type that best describes your data. You will want to choose "delimited" since the fields are separated by commas. Next, you will choose the delimiter. Check the box next to "comma." Once you make that selection, you can finish up with the text to columns wizard and you should then have a nicely formatted spreadsheet.

We realize this is not quite as quick or simple as the old export function, but unfortunately we can no longer support that function. Once you get the hang of this method, you'll see it's also quite simple.

Posted in Announcement, Basketball-Reference.com, CBB at Sports Reference, CFB at Sports Reference, Data, Features, Hockey-Reference.com, HowTo, Pro-Football-Reference.com, Redesign, Tips and Tricks | No Comments »