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Archive for the 'Stats' Category

Team Schedule Sparklines on Team Pages

11th April 2011

2002 Oakland Athletics Batting, Pitching, & Fielding Statistics - Baseball-Reference.com.

If you look above the team batting stats you will now see a graphical summary of the team's season.  The height of the bar is equal to the margin of victory (up to ten runs).  Losses are in red and wins are in green.

I've grouped the games by month.  Double-headers are slightly narrowed since they occurred on the same day.  Off days are included as blanks, and if you mouse over the bar you will see a summary of the game as shown below. Clicking on the bar will take you to the box score.

Mouseover a bar to show the game's details

Currently this is updated back through 1985, but we'll have every team updated within an hour or so.

Posted in Announcements, Power Users, Stats, Streak Finders, Uncategorized | 18 Comments »

Worst Opening Day performance ever? Not quite.

2nd April 2011

Regarding Albert Pujols' brutal season-opening performance vs. San Diego on Thursday, Greg Simons of The Hardball Times semi-facetiously wondered whether Pujols had the worst Opening Day performance ever.

The answer? No -- but it was close:

Rk Player Date Tm Opp Rslt AB R H 2B 3B HR RBI BB SO HBP GDP SB CS WPA RE24 aLI
1 Dusty Baker 1986-04-08 OAK MIN L 2-3 5 0 1 0 0 0 0 0 0 0 1 0 0 -0.612 -1.888 2.988
2 Shane Halter 2001-04-03 DET MIN L 2-3 4 0 0 0 0 0 0 0 0 0 1 0 0 -0.572 -2.392 3.518
3 Glenallen Hill 2001-04-03 ANA TEX L 2-3 4 0 0 0 0 0 0 0 1 0 2 0 0 -0.546 -2.862 1.975
4 Tony Horton 1966-04-12 BOS BAL L 4-5 6 0 0 0 0 0 0 0 0 0 2 0 0 -0.494 -2.979 2.382
5 Melvin Mora 2011-04-01 ARI COL W 7-6 5 1 0 0 0 0 0 0 0 0 2 0 0 -0.450 -2.563 2.028
6 Albert Pujols 2011-03-31 STL SDP L 3-5 5 0 0 0 0 0 0 0 0 0 3 0 0 -0.436 -3.227 1.906
7 Josh Bard 2003-03-31 CLE BAL L 5-6 6 0 0 0 0 0 0 0 2 0 0 0 0 -0.414 -3.070 2.065
8 Terry Pendleton 1985-04-09 STL NYM L 5-6 5 0 0 0 0 0 0 0 3 0 0 0 0 -0.410 -2.155 2.642
9 Eddie Yost 1959-04-10 DET CHW L 7-9 7 1 1 1 0 0 0 0 1 0 1 0 0 -0.404 -1.892 2.111
10 Marlon Anderson 2001-04-02 PHI FLA W 6-5 5 0 1 0 0 0 0 0 0 0 2 0 0 -0.400 -1.761 1.934
11 Lou Brock 1974-04-05 STL PIT W 6-5 6 1 2 0 0 0 0 0 1 0 1 0 1 -0.394 -2.357 1.364
12 Ron Hassey 1981-04-11 CLE MIL L 3-5 1 0 0 0 0 0 0 0 0 0 1 0 0 -0.393 -1.515 6.840
13 Johnny Ray 1987-04-07 PIT NYM L 2-3 5 0 2 0 0 0 0 0 0 0 2 0 0 -0.391 -1.929 2.566
14 Dave May 1974-04-05 MIL BOS L 8-9 5 0 0 0 0 0 0 0 1 0 1 0 0 -0.373 -2.176 2.394
15 Mike Hargrove 1976-04-09 TEX MIN W 2-1 5 0 0 0 0 0 0 0 2 0 1 0 0 -0.370 -2.526 2.156
16 Ed Kirkpatrick 1969-04-08 KCR MIN W 4-3 6 0 0 0 0 0 0 0 1 0 0 0 0 -0.370 -2.588 2.052
17 Dave Parker 1980-04-10 PIT STL L 0-1 4 0 0 0 0 0 0 0 1 0 1 0 0 -0.368 -1.681 2.270
18 Bill Russell 1975-04-07 LAD CIN L 1-2 5 0 0 0 0 0 0 1 0 0 1 0 0 -0.368 -1.592 1.897
19 Frank Bolling 1959-04-10 DET CHW L 7-9 7 0 0 0 0 0 0 0 0 0 0 0 0 -0.368 -1.977 1.979
20 Jim Northrup 1974-04-05 DET BAL L 2-3 5 0 0 0 0 0 1 0 1 0 0 0 0 -0.364 -1.828 3.208
21 Eddie Mathews 1966-04-12 ATL PIT L 2-3 6 0 0 0 0 0 0 0 3 0 1 0 0 -0.361 -1.881 2.048
22 Bret Boone 2002-04-01 SEA CHW L 5-6 4 1 0 0 0 0 0 1 1 0 0 0 0 -0.359 -0.915 2.090
23 Placido Polanco 2008-03-31 DET KCR L 4-5 6 0 0 0 0 0 0 0 0 0 0 0 0 -0.354 -2.141 2.110
24 Eddie Joost 1950-04-18 PHA WSH L 7-8 5 0 0 0 0 0 0 0 1 0 1 0 0 -0.350 -2.610 1.790
25 Alex Arias 2001-04-02 SDP SFG L 2-3 1 0 0 0 0 0 0 0 0 0 0 0 0 -0.349 -1.560 5.960
Rk Player Date Tm Opp Rslt AB R H 2B 3B HR RBI BB SO HBP GDP SB CS WPA RE24 aLI
26 Ken Griffey 1996-03-31 SEA CHW W 3-2 4 0 0 0 0 0 0 2 0 0 0 0 0 -0.349 -1.449 1.962
27 Spike Owen 1986-04-08 SEA CAL W 8-4 4 0 1 0 1 0 0 0 0 0 2 0 0 -0.349 -1.777 2.398
28 Luis Gonzalez 1994-04-04 HOU MON W 6-5 6 1 0 0 0 0 0 0 2 0 0 0 0 -0.344 -1.755 2.387
29 Gus Bell 1963-04-09 MLN PIT L 2-3 1 0 0 0 0 0 0 0 0 0 0 0 0 -0.343 -1.483 6.220
30 Kevin Kouzmanoff 2010-04-05 OAK SEA L 3-5 4 0 0 0 0 0 0 0 0 0 2 0 0 -0.342 -2.374 1.863
31 Darrel Chaney 1975-04-07 CIN LAD W 2-1 3 0 0 0 0 0 0 0 0 0 0 0 0 -0.339 -1.356 3.210
32 Stan Musial 1953-04-14 STL MLN L 2-3 5 0 0 0 0 0 0 0 0 0 0 0 0 -0.338 -1.984 2.044
33 Ralph Garr 1973-04-06 ATL HOU L 1-2 6 0 0 0 0 0 0 0 3 0 0 0 0 -0.335 -1.839 1.977
34 Darren Lewis 2001-04-02 BOS BAL L 1-2 2 0 0 0 0 0 0 0 1 0 0 0 0 -0.334 -1.364 4.240
35 Bill Tuttle 1960-04-19 KCA CHW L 9-10 6 1 2 0 0 0 0 0 0 0 1 0 0 -0.333 -1.785 1.493
36 Kevin Seitzer 1992-04-06 MIL MIN L 2-4 4 0 0 0 0 0 0 0 0 0 1 0 0 -0.332 -2.015 2.222
37 Johnny Bench 1975-04-07 CIN LAD W 2-1 5 0 0 0 0 0 0 1 1 0 0 0 0 -0.331 -1.968 2.210
38 Bob Robertson 1969-04-08 PIT STL W 6-2 6 0 0 0 0 0 0 0 3 0 0 0 0 -0.330 -1.895 2.010
39 Billy Pierce 1957-04-16 CHW CLE W 3-2 5 1 1 1 0 0 0 0 2 0 1 0 0 -0.330 -1.677 2.764
40 Troy Tulowitzki 2011-04-01 COL ARI L 6-7 5 0 0 0 0 0 0 1 2 0 0 0 0 -0.325 -1.659 2.188
41 Willie Stargell 1980-04-10 PIT STL L 0-1 4 0 0 0 0 0 0 0 3 0 0 0 0 -0.323 -1.364 2.935
42 Carlos May 1975-04-08 CHW OAK L 2-3 4 0 0 0 0 0 0 0 0 0 1 0 0 -0.322 -1.553 2.353
43 Red Schoendienst 1953-04-14 STL MLN L 2-3 4 0 0 0 0 0 0 0 0 0 0 0 0 -0.322 -1.911 2.180
44 Gene Clines 1978-04-07 CHC PIT L 0-1 4 0 0 0 0 0 0 0 0 0 1 0 0 -0.317 -2.027 2.023
45 Rufino Linares 1981-04-10 ATL CIN W 5-3 4 0 0 0 0 0 0 0 0 0 1 0 0 -0.316 -2.693 1.678
46 Whitey Herzog 1957-04-15 WSH BAL L 6-7 6 0 0 0 0 0 0 0 2 0 0 0 0 -0.316 -1.572 1.855
47 Edgardo Alfonzo 2003-03-31 SFG SDP W 5-2 4 0 0 0 0 0 0 0 0 0 1 0 0 -0.315 -1.893 2.000
48 Steve Yeager 1975-04-07 LAD CIN L 1-2 6 0 0 0 0 0 0 0 3 0 0 0 0 -0.314 -1.692 1.647
49 Rocky Colavito 1957-04-16 CLE CHW L 2-3 5 0 0 0 0 0 0 0 1 0 1 0 0 -0.313 -1.758 1.946
50 Marc Newfield 1998-03-31 MIL ATL L 1-2 4 0 0 0 0 0 0 0 2 0 1 0 0 -0.311 -2.155 1.847
Provided by Baseball-Reference.com: View Play Index Tool Used
Generated 4/2/2011.

Of course, I don't have to remind you that this basically says nothing about Albert going forward -- Pujols will likely go on to have another MVP-type season, and this bad game will be forgotten within a week.

Posted in Game Finders, Play Index, Stats | 23 Comments »

1919 Box Scores, Splits & More

28th March 2011

August 2, 1919 Philadelphia Phillies at Chicago Cubs Box Score and Play by Play - Baseball-Reference.com.

Thanks to the phenomenal work of RetroSheet, we now have 1919 box scores, gamelogs and splits on the site.  The play index has also been updated with 1919 data where appropriate.

In addition, a couple dozen previously undiscovered play-by-play accounts have been added for more recent  seasons and numerous bugs have been fixed both in our scripts and in the retrosheet data.

Please let us know if you come across any bugs or things that need to be fixed.

Posted in Announcements, Box Scores, Game Finders, Gamelogs, Innings Summary, Insane ideas, Minor Leagues, Pitcher vs. Batter, Play Index, Season Finders, Stats, Streak Finders | 18 Comments »

Bloops: Beware the ‘Bases Fallacy’

22nd March 2011

Over at The Book Blog, Tangotiger offers another friendly reminder about the required reading out there regarding the dreaded Bases Fallacy. Although it can happen to the best of us (one of my most embarrassing moments to be sure), once you know about the bases fallacy, you must do everything in your power to prevent the bases fallacy from happening again.

Posted in Bloops, Sabermetrics, Stats | 17 Comments »

Mailbag: Most Expensive Starters (Per Inning, 2008-2010)

22nd March 2011

B-R reader Don recently asked about the most expensive starters per inning pitched (apropos of the Yankees' infamous Carl Pavano contract). Since the average MLB team payroll was approximately even from 2008-2010 (see below), I can calculate dollars per inning for those years using just raw salaries.

Year Avg Team Payroll
2010 $90,711,996
2009 $88,837,600
2008 $89,495,289
2007 $82,556,300
2006 $77,409,987
2005 $72,957,113
2004 $69,022,198
2003 $70,942,071
2002 $67,469,251
2001 $65,355,444

I considered a pitcher a "starter" if more than half of his games pitched were starts. Here were the most expensive starting pitchers per inning from 2008-2010:

Read the rest of this entry »

Posted in Mailbag, Stats | 10 Comments »

Mailbag: Biggest Differences Between HR Leader and Runner-Up

11th January 2011

Here's a question from Ehud:

"Jose Bautista was the AL home run king in 2010, while the second-place HR leader (Paul Konerko) had 15 homers less. Is that the biggest difference in history of HR kings?"

Not quite. While the 15-HR gap between Bautista and Konerko is impressive, it actually pales in comparison to some of the leads Babe Ruth had in his HR races.

In 1920, the same year he famously had 4 more HR by himself than any other AL team, Ruth also placed a 35-HR gap between himself and runner-up George Sisler. And the following year, Ruth repeated that feat, hitting 35 more HR than Ken Williams. All told, Ruth owns 5 of the 6 biggest differences between a league HR leader and the runner-up. Here's the full list of biggest disparities between #1 and #2:

Read the rest of this entry »

Posted in History, Home Runs, Leaders, Mailbag, Stats | 81 Comments »

Bloops: Andrew Gelman on Statistics

7th January 2011

Good read here from The Browser:

Interview: Andrew Gelman on Statistics

Gelman is a professor of statistics and political science at Columbia University. He mentions Bill James' Abstracts early on as one of his influences when he was growing up, and then goes on to talk about four other books that also deal with uncertainty, variance, and finding patterns in data.

When discussing these matters, most people point to Mark Twain's famous "lies, damned lies and statistics" quote (which, incidentally, may have actually been coined by Benjamin Disraeli or Sir Charles Wentworth Dilke), but Gelman has another great Twain quote in mind: "It ain’t what you don’t know that hurts you, it’s what you don’t know you don’t know." Statistics happen to be a great way learn about "what you don’t know you don’t know."

(Special hat tip to Chase Stuart of the PFR Blog for the link.)

Posted in Bloops, Stats | 9 Comments »

The Anatomy of Every Start – 2010

21st November 2010

During the 2010 season, starting pitchers took the mound 4860 times with varying degrees of success. Some were astounding and some were confounding. Some were unique and some unremarkable. Taken as whole, the starts of 2010 present us with an interesting and fun look at the season that was. They present us with an idea of what it took to win consistently as as big-league starter in 2010.

As I did last season, I am presenting each combination of innings pitched and runs allowed by starting pitchers in 2010. All this information was gathered simply by using the pitching game finder and a Microsoft Excel spreadsheet. I have also added 2 new columns.  TRA refers to the average runs allowed by a team when their starter recorded that many innings and runs.  AGS is the average game score for those starts.

Read the rest of this entry »

Posted in Data Dump, Game Finders, Stats | 29 Comments »

Bloops: Most Valuable World Series HRs

10th November 2010

Consider this a retro-bloop, since I didn't catch it the first time around, but here's a great piece at ESPN about the most valuable World Series HRs of all time by "series WPA".

What's series WPA, you ask? It's basically like regular WPA, except it also take into account the probability of winning the series (using a process similar to this). In essence, these home runs are the blasts that most swung the probability of winning the entire World Series, rather than just changing the probability of winning a given game.

As for the #1 HR? Well, it came in this famous game... but it might not be the exact homer you're thinking of.

Posted in Bloops, History, Home Runs, Stats, World Series | 34 Comments »

Updated In-season 2010 (and 2009) Park Factors

15th September 2010

When computing park adjusted stats like ERA+, OPS+, and by extension some of the parts of WAR, in season, we have traditionally extended the previous season's park factor through to the current season. So for 2010, we've been using the 2009 park factor.

For past year park factors, we use a three-year park factors when available. So for 2008, we used an average of 2007, 2008 and 2009, and for 2009 (and by extension 2010) we used 2008 and 2009. For a new park like Target Field, we just use 100 or neutral at the start of the season.

Read the rest of this entry »

Posted in Announcements, Neutralize, Stats, Uncategorized | 19 Comments »