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Scores
Standings
KCR
@BAL		8
7		 
(12)
SEA
@BOS		5
4
CLE
@CHW		7
5
CAL
@DET		7
10
OAK
@MIL		8
2
TOR
@MIN		7
0
TEX
@NYY		8
6
NYM
@HOU		1
2		 
(10)
CHC
@LAD		5
0
CIN
@MON		12
6
ATL
@PHI		10
5
SDP
@PIT		5
9
STL
@SFG		7
6
Wednesday, May 13, 1987,
, Fenway Park
Attendance: 20,270, Time of Game: 2:57
Mariners
5
19-15
⇐ Won 1 ⇒
 at Red Sox
4
15-18
⇐ Lost 1 ⇒
W: Mark Langston (4-3)
L: Joe Sambito (1-1)
 
                1  2  3   4  5  6   7  8  9    R  H  E
                -  -  -   -  -  -   -  -  -    -  -  -
Mariners        1  0  0   0  0  0   1  0  3    5 11  0
Red Sox         2  0  1   1  0  0   0  0  0    4 10  0

Seattle Mariners

Batting AB R H RBI BB SO BA OPS WPA aLI WPA+ WPA- RE24 PO A
John Moses CF 5 0 2 0 0 0 .262 .652 0.027 0.91 0.097 -0.070 -0.1 0 0 3B
Phil Bradley LF 4 1 1 0 0 0 .178 .609 -0.130 1.34 0.063 -0.193 -0.7 1 0 3B,GDP
Scott Bradley C 3 0 1 1 0 1 .377 .904 0.033 0.81 0.058 -0.025 0.3 9 1 SF
Ken Phelps DH 4 1 2 0 0 0 .314 1.115 0.074 1.17 0.127 -0.053 0.9 2B
Jim Presley 3B 4 1 1 0 0 0 .277 .787 -0.084 1.47 0.053 -0.136 -1.1 1 4
Alvin Davis 1B 4 0 2 0 0 0 .280 .756 0.010 1.62 0.133 -0.123 -0.2 10 1 GDP
   Rich Renteria PR 0 1 0 0 0 0 .111 .422 0.000 0.00 0.000 0.000 0.0
   Dave Valle 1B 0 0 0 0 0 0 .234 .749 0.000 0.00 0.000 0.000 0.0 1 0
Mike Kingery RF 3 0 0 1 0 1 .280 .713 -0.055 1.19 0.000 -0.055 -0.3 3 1
   John Christensen PH-RF 1 1 1 2 0 0 .294 .716 0.492 3.97 0.492 0.000 2.0 0 0 3B
Rey Quinones SS 3 0 0 0 1 0 .311 .789 -0.210 1.86 0.022 -0.231 -0.9 0 2
Harold Reynolds 2B 4 0 1 1 0 0 .307 .736 0.228 2.00 0.324 -0.096 0.1 1 2
Mark Langston P 0 1
   Ed Nunez P 1 0
   Bill Wilkinson P 0 0
   Steve Shields P 0 0
Team Totals 35 5 11 5 1 2 .314 .839 0.385 1.44 1.369 -0.982 -0.1 27 12
2B: K Phelps (2, off A Nipper).
3B: J Moses (2, off A Nipper); P Bradley (3, off A Nipper); J Christensen (1, off J Sambito).
SF: S Bradley (2, off A Nipper).
TB: J Moses 4; P Bradley 3; K Phelps 3; J Christensen 3; A Davis 2; J Presley; S Bradley; H Reynolds.
GIDP: P Bradley (4); A Davis (6).
RBI: J Christensen 2 (6); S Bradley (11); M Kingery (14); H Reynolds (8).
2-out RBI: H Reynolds.
Team LOB: 5.
With RISP: 3 for 10.
Fielding
Outfield Assists: M Kingery (M Barrett at home plate).

Boston Red Sox

Batting AB R H RBI BB SO BA OPS WPA aLI WPA+ WPA- RE24 PO A
Ellis Burks CF 5 0 3 1 0 2 .333 .930 0.161 1.20 0.216 -0.055 1.1 2 0 2B,SB
Marty Barrett 2B 3 0 0 0 1 1 .216 .505 -0.082 1.64 0.032 -0.114 -1.0 1 3 SH
Wade Boggs 3B 5 2 2 0 0 1 .331 .888 -0.115 1.54 0.060 -0.175 -0.2 1 3
Don Baylor DH 4 1 1 0 0 0 .254 .890 -0.199 1.66 0.020 -0.219 -1.2 HBP
Dwight Evans RF 3 0 1 2 1 0 .288 .969 0.216 0.98 0.231 -0.015 2.2 3 0 2B
Bill Buckner 1B 3 0 0 1 0 1 .252 .556 -0.035 0.90 0.008 -0.042 -0.8 16 1 SF
Dave Henderson LF 4 0 2 0 0 1 .253 .798 0.020 0.66 0.066 -0.046 0.3 0 0 2·2B
Ed Romero SS 3 1 1 0 1 0 .318 .737 -0.015 0.57 0.033 -0.048 -0.2 1 7
Marc Sullivan C 3 0 0 0 0 1 .151 .393 -0.066 0.72 0.000 -0.066 -1.3 3 0 SH
Al Nipper P 0 0
   Bob Stanley P 0 0
   Joe Sambito P 0 0
   Wes Gardner P 0 0
Team Totals 33 4 10 4 3 7 .303 .793 -0.115 1.14 0.666 -0.780 -1.1 27 14
2B: D Henderson 2 (5, 2 off M Langston); D Evans (10, off M Langston); E Burks (6, off M Langston).
SF: B Buckner (2, off M Langston).
SH: M Barrett (3, off E Nunez); M Sullivan (3, off M Langston).
HBP: D Baylor (5, by M Langston).
TB: E Burks 4; D Henderson 4; W Boggs 2; D Evans 2; D Baylor; E Romero.
RBI: D Evans 2 (27); B Buckner (17); E Burks (6).
2-out RBI: D Evans 2.
Team LOB: 9.
With RISP: 3 for 14.
Fielding
DP: 2. E Romero-M Barrett-B Buckner; B Buckner-E Romero-B Buckner.
Baserunning
SB: E Burks (3, 2nd base off M Langston/S Bradley).

Seattle Mariners

Pitching IP H R ER BB SO HR ERA BF GSc IR IS WPA aLI RE24
Mark Langston, W (4-3) 8 9 4 4 3 7 0 3.90 36 52 -0.106 0.75 0.5
Ed Nunez, H (2) 0.1 1 0 0 0 0 0 3.77 2 0 0 -0.077 4.50 -0.2
Bill Wilkinson, H (2) 0.1 0 0 0 0 0 0 2.92 1 1 0 0.145 4.95 0.4
Steve Shields, S (2) 0.1 0 0 0 0 0 0 2.08 1 1 0 0.152 5.18 0.3
Team Totals 9 10 4 4 3 7 0 4.00 40 52 2 0 0.114 1.44 1.1

Boston Red Sox

Pitching IP H R ER BB SO HR ERA BF GSc IR IS WPA aLI RE24
Al Nipper 6.2 6 2 2 1 1 0 4.20 26 54 0.162 1.07 1.5
Bob Stanley, H (1) 1.2 3 2 2 0 1 0 3.99 7 2 0 0.060 1.72 0.6
Joe Sambito, BS (1), L (1-1) 0 1 1 1 0 0 0 1.69 1 2 2 -0.492 3.97 -2.0
Wes Gardner 0.2 1 0 0 0 0 0 4.76 3 1 1 -0.115 3.14 -0.0
Team Totals 9 11 5 5 1 2 0 5.00 37 54 5 3 -0.385 1.14 0.1
J Sambito faced 1 batter in the 9th inning.
Balks: None.
WP: None.
HBP: M Langston (2; D Baylor).
IBB: None.
Pickoffs: None.

Other Info

Umpires: HP - Dan Morrison, 1B - Dave Phillips, 2B - Steve Palermo, 3B - Ken Kaiser.
Time of Game: 2:57.
Attendance: 20,270.
Field Condition: Unknown.
Start Time Weather: Unknown.

Starting Lineups

Seattle Mariners         Boston Red Sox
1 John Moses CF 1 Ellis Burks CF
2 Phil Bradley LF 2 Marty Barrett 2B
3 Scott Bradley C 3 Wade Boggs 3B
4 Ken Phelps DH 4 Don Baylor DH
5 Jim Presley 3B 5 Dwight Evans RF
6 Alvin Davis 1B 6 Bill Buckner 1B
7 Mike Kingery RF 7 Dave Henderson LF
8 Rey Quinones SS 8 Ed Romero SS
9 Harold Reynolds 2B 9 Marc Sullivan C
Mark Langston P Al Nipper P

Win Probability Chart

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Big Plays
Scoring Plays
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Top 5 Plays

View Pitches · wWE and wWPA Explanation
Inn Score Out RoB Pit(cnt) R/O @Bat Batter Pitcher wWPA wWE Play Description
t9 2-4 1 12- RR SEA J. Christensen J. Sambito 49% 66% Triple to CF (Line Drive to LF-CF); Presley Scores; Renteria Scores
t9 4-4 2 --3 R SEA H. Reynolds W. Gardner 32% 80% Single to RF (Ground Ball thru 2B-1B); Christensen Scores
t9 4-4 1 --3 O SEA R. Quinones W. Gardner -19% 48% Groundout: 3B-1B
b1 0-1 2 12- RR BOS D. Evans M. Langston -18% 37% Double to RF (Fly Ball to CF-RF); Boggs Scores; Baylor Scores
b9 4-5 2 -2- O BOS D. Baylor S. Shields 15% 100% Lineout: LF

Play By Play

View Pitches · Box Score Explanation · wWE and wWPA Explanation
Inn Score Out RoB Pit(cnt) R/O @Bat Batter Pitcher wWPA wWE Play Description
Top of the 1st, Mariners Batting, Tied 0-0, Red Sox' Al Nipper facing 1-2-3
t1 0-0 0 --- O SEA J. Moses A. Nipper -2% 48% Bunt Groundout: 2B-1B
t1 0-0 1 --- SEA P. Bradley A. Nipper 6% 54% Triple to CF (Fly Ball to CF-RF)
t1 0-0 1 --3 RO SEA S. Bradley A. Nipper 1% 56% Flyball: CF/Sacrifice Fly; Bradley Scores
t1 1-0 2 --- O SEA K. Phelps A. Nipper -1% 54% Flyball: RF
1 run, 1 hit, 0 errors, 0 LOB. Mariners 1, Red Sox 0.
Bottom of the 1st, Red Sox Batting, Behind 0-1, Mariners' Mark Langston facing 1-2-3
b1 0-1 0 --- O BOS E. Burks M. Langston 2% 57% Strikeout
b1 0-1 1 --- O BOS M. Barrett M. Langston 2% 59% Groundout: SS-1B
b1 0-1 2 --- BOS W. Boggs M. Langston -1% 57% Single to SS (Ground Ball to SS-3B Hole)
b1 0-1 2 1-- BOS D. Baylor M. Langston -2% 55% Hit By Pitch; Boggs to 2B
b1 0-1 2 12- RR BOS D. Evans M. Langston -18% 37% Double to RF (Fly Ball to CF-RF); Boggs Scores; Baylor Scores
b1 2-1 2 -2- O BOS B. Buckner M. Langston 3% 40% Groundout: 2B-1B
2 runs, 2 hits, 0 errors, 1 LOB. Mariners 1, Red Sox 2.
Top of the 2nd, Mariners Batting, Behind 1-2, Red Sox' Al Nipper facing 5-6-7
t2 1-2 0 --- O SEA J. Presley A. Nipper -3% 38% Groundout: 3B-1B
t2 1-2 1 --- O SEA A. Davis A. Nipper -2% 36% Lineout: 1B
t2 1-2 2 --- O SEA M. Kingery A. Nipper -1% 35% Strikeout
0 runs, 0 hits, 0 errors, 0 LOB. Mariners 1, Red Sox 2.
Bottom of the 2nd, Red Sox Batting, Ahead 2-1, Mariners' Mark Langston facing 7-8-9
b2 2-1 0 --- BOS D. Henderson M. Langston -5% 30% Double to LF (Ground Ball)
b2 2-1 0 -2- O BOS E. Romero M. Langston 4% 33% Flyball: RF
b2 2-1 1 -2- O BOS M. Sullivan M. Langston 3% 36% Lineout: 3B
b2 2-1 2 -2- O BOS E. Burks M. Langston 3% 39% Strikeout
0 runs, 1 hit, 0 errors, 1 LOB. Mariners 1, Red Sox 2.
Top of the 3rd, Mariners Batting, Behind 1-2, Red Sox' Al Nipper facing 8-9-1
t3 1-2 0 --- O SEA R. Quinones A. Nipper -3% 37% Foul Flyball: C
t3 1-2 1 --- O SEA H. Reynolds A. Nipper -2% 35% Groundout: SS-1B
t3 1-2 2 --- SEA J. Moses A. Nipper 3% 38% Triple to RF (Line Drive to Deep RF)
t3 1-2 2 --3 O SEA P. Bradley A. Nipper -4% 34% Groundout: SS-1B
0 runs, 1 hit, 0 errors, 1 LOB. Mariners 1, Red Sox 2.
Bottom of the 3rd, Red Sox Batting, Ahead 2-1, Mariners' Mark Langston facing 2-3-4
b3 2-1 0 --- BOS M. Barrett M. Langston -3% 30% Walk
b3 2-1 0 1-- BOS W. Boggs M. Langston -5% 26% Single to LF (Ground Ball thru SS-3B Hole); Barrett to 2B
b3 2-1 0 12- O BOS D. Baylor M. Langston 5% 30% Single to RF (Line Drive to Short RF); Barrett out at Hm/RF-C; Boggs to 2B
b3 2-1 1 12- BOS D. Evans M. Langston -5% 25% Walk; Boggs to 3B; Baylor to 2B
b3 2-1 1 123 RO BOS B. Buckner M. Langston -1% 24% Flyball: RF/Sacrifice Fly; Boggs Scores; Baylor to 3B
b3 3-1 2 1-3 O BOS D. Henderson M. Langston 4% 28% Strikeout
1 run, 2 hits, 0 errors, 2 LOB. Mariners 1, Red Sox 3.
Top of the 4th, Mariners Batting, Behind 1-3, Red Sox' Al Nipper facing 3-4-5
t4 1-3 0 --- SEA S. Bradley A. Nipper 4% 32% Single to 2B (Ground Ball to SS-3B Hole)
t4 1-3 0 1-- SEA K. Phelps A. Nipper 7% 39% Single to RF (Line Drive to Short RF); Bradley to 2B
t4 1-3 0 12- O SEA J. Presley A. Nipper -6% 33% Bunt Groundout: 3B unassisted/Forceout at 3B; Phelps to 2B
t4 1-3 1 12- OO SEA A. Davis A. Nipper -10% 22% Ground Ball Double Play: 1B-SS-1B
0 runs, 2 hits, 0 errors, 1 LOB. Mariners 1, Red Sox 3.
Bottom of the 4th, Red Sox Batting, Ahead 3-1, Mariners' Mark Langston facing 8-9-1
b4 3-1 0 --- BOS E. Romero M. Langston -2% 20% Walk
b4 3-1 0 1-- O BOS M. Sullivan M. Langston 1% 21% Bunt Groundout: 1B-2B/Sacrifice; Romero to 2B
b4 3-1 1 -2- R BOS E. Burks M. Langston -6% 15% Single to RF (Line Drive to Short RF); Romero Scores
b4 4-1 1 1-- O BOS M. Barrett M. Langston 1% 16% Strikeout
b4 4-1 2 1-- BOS W. Boggs M. Langston -1% 16% Burks Steals 2B
b4 4-1 2 -2- O BOS W. Boggs M. Langston 2% 18% Strikeout Looking
1 run, 1 hit, 0 errors, 1 LOB. Mariners 1, Red Sox 4.
Top of the 5th, Mariners Batting, Behind 1-4, Red Sox' Al Nipper facing 7-8-9
t5 1-4 0 --- O SEA M. Kingery A. Nipper -2% 15% Flyball: RF
t5 1-4 1 --- O SEA R. Quinones A. Nipper -2% 13% Groundout: SS-1B
t5 1-4 2 --- O SEA H. Reynolds A. Nipper -1% 12% Groundout: 1B unassisted
0 runs, 0 hits, 0 errors, 0 LOB. Mariners 1, Red Sox 4.
Bottom of the 5th, Red Sox Batting, Ahead 4-1, Mariners' Mark Langston facing 4-5-6
b5 4-1 0 --- O BOS D. Baylor M. Langston 1% 13% Groundout: 3B-1B
b5 4-1 1 --- O BOS D. Evans M. Langston 1% 14% Groundout: C-1B
b5 4-1 2 --- O BOS B. Buckner M. Langston 1% 15% Groundout: 2B-1B
0 runs, 0 hits, 0 errors, 0 LOB. Mariners 1, Red Sox 4.
Top of the 6th, Mariners Batting, Behind 1-4, Red Sox' Al Nipper facing 1-2-3
t6 1-4 0 --- O SEA J. Moses A. Nipper -3% 12% Groundout: 2B-1B
t6 1-4 1 --- O SEA P. Bradley A. Nipper -2% 11% Groundout: 3B-1B
t6 1-4 2 --- O SEA S. Bradley A. Nipper -1% 10% Groundout: SS-1B
0 runs, 0 hits, 0 errors, 0 LOB. Mariners 1, Red Sox 4.
Bottom of the 6th, Red Sox Batting, Ahead 4-1, Mariners' Mark Langston facing 7-8-9
b6 4-1 0 --- O BOS D. Henderson M. Langston 1% 10% Flyball: RF
b6 4-1 1 --- BOS E. Romero M. Langston -1% 10% Single to LF (Line Drive to Short LF)
b6 4-1 1 1-- O BOS M. Sullivan M. Langston 1% 11% Strikeout
b6 4-1 2 1-- BOS E. Burks M. Langston -1% 9% Double to LF (Ground Ball); Romero to 3B
b6 4-1 2 -23 O BOS M. Barrett M. Langston 2% 12% Groundout: 3B-1B
0 runs, 2 hits, 0 errors, 2 LOB. Mariners 1, Red Sox 4.
Top of the 7th, Mariners Batting, Behind 1-4, Red Sox' Al Nipper facing 4-5-6
t7 1-4 0 --- SEA K. Phelps A. Nipper 6% 18% Double to RF (Line Drive to RF Line)
t7 1-4 0 -2- O SEA J. Presley A. Nipper -5% 13% Lineout: CF
t7 1-4 1 -2- SEA A. Davis A. Nipper 5% 18% Single to CF (Line Drive to Short CF); Phelps to 3B
t7 1-4 1 1-3 RO SEA M. Kingery A. Nipper -2% 16% Groundout: 1B unassisted; Phelps Scores; Davis to 2B
t7 2-4 2 -2- SEA R. Quinones A. Nipper 2% 19% Walk
Bob Stanley replaces Al Nipper pitching
t7 2-4 2 12- O SEA H. Reynolds B. Stanley -7% 12% Groundout: 1B unassisted
1 run, 2 hits, 0 errors, 2 LOB. Mariners 2, Red Sox 4.
Bottom of the 7th, Red Sox Batting, Ahead 4-2, Mariners' Mark Langston facing 3-4-5
b7 4-2 0 --- O BOS W. Boggs M. Langston 1% 13% Groundout: P-1B
b7 4-2 1 --- O BOS D. Baylor M. Langston 1% 14% Foul Flyball: 1B
b7 4-2 2 --- O BOS D. Evans M. Langston 1% 15% Groundout: SS-1B
0 runs, 0 hits, 0 errors, 0 LOB. Mariners 2, Red Sox 4.
Top of the 8th, Mariners Batting, Behind 2-4, Red Sox' Bob Stanley facing 1-2-3
t8 2-4 0 --- SEA J. Moses B. Stanley 7% 22% Single to CF (Line Drive to Short CF)
t8 2-4 0 1-- OO SEA P. Bradley B. Stanley -13% 8% Ground Ball Double Play: SS-2B-1B
t8 2-4 2 --- O SEA S. Bradley B. Stanley -2% 7% Strikeout
0 runs, 1 hit, 0 errors, 0 LOB. Mariners 2, Red Sox 4.
Bottom of the 8th, Red Sox Batting, Ahead 4-2, Mariners' Mark Langston facing 6-7-8
b8 4-2 0 --- O BOS B. Buckner M. Langston 1% 7% Strikeout
b8 4-2 1 --- BOS D. Henderson M. Langston -1% 6% Double to RF (Line Drive to Deep RF)
b8 4-2 1 -2- O BOS E. Romero M. Langston 1% 7% Groundout: 3B-1B
b8 4-2 2 -2- O BOS M. Sullivan M. Langston 1% 8% Foul Flyball: C
0 runs, 1 hit, 0 errors, 1 LOB. Mariners 2, Red Sox 4.
Top of the 9th, Mariners Batting, Behind 2-4, Red Sox' Bob Stanley facing 4-5-6
t9 2-4 0 --- O SEA K. Phelps B. Stanley -4% 4% Flyball: RF
t9 2-4 1 --- SEA J. Presley B. Stanley 5% 9% Single to LF (Ground Ball thru SS-3B Hole)
t9 2-4 1 1-- SEA A. Davis B. Stanley 8% 17% Single to CF (Line Drive to Short CF); Presley to 2B
Joe Sambito replaces Bob Stanley pitching
John Christensen pinch hits for Mike Kingery (RF) batting 7th
Rich Renteria pinch runs for Alvin Davis (1B) batting 6th
t9 2-4 1 12- RR SEA J. Christensen J. Sambito 49% 66% Triple to CF (Line Drive to LF-CF); Presley Scores; Renteria Scores
Wes Gardner replaces Joe Sambito pitching
t9 4-4 1 --3 O SEA R. Quinones W. Gardner -19% 48% Groundout: 3B-1B
t9 4-4 2 --3 R SEA H. Reynolds W. Gardner 32% 80% Single to RF (Ground Ball thru 2B-1B); Christensen Scores
t9 5-4 2 1-- O SEA J. Moses W. Gardner -2% 78% Groundout: SS-1B
3 runs, 4 hits, 0 errors, 1 LOB. Mariners 5, Red Sox 4.
Bottom of the 9th, Red Sox Batting, Behind 4-5, Mariners' Ed Nunez facing 1-2-3
Ed Nunez replaces Mark Langston pitching
Dave Valle replaces Rich Renteria (PR) playing 1B batting 6th
John Christensen moves from PH to RF
b9 4-5 0 --- BOS E. Burks E. Nunez -14% 64% Single to SS (Ground Ball to SS-2B)
b9 4-5 0 1-- O BOS M. Barrett E. Nunez 6% 70% Bunt Groundout: P unassisted/Sacrifice; Burks to 2B
Bill Wilkinson replaces Ed Nunez pitching
b9 4-5 1 -2- O BOS W. Boggs B. Wilkinson 14% 85% Groundout: 3B-1B
Steve Shields replaces Bill Wilkinson pitching
b9 4-5 2 -2- O BOS D. Baylor S. Shields 15% 100% Lineout: LF
0 runs, 1 hit, 0 errors, 1 LOB. Mariners 5, Red Sox 4.

Retrosheet.org Boxscore:BOS198705130
BackToBaseball.com Game Playback

Play-by-Play Explanation

  • Score- The score from the perspective of the batting team.
  • RoB- This gives the baserunner (Runners on Base) configuration at the start of the play. "1-3" would mean runners on first and third. Clicking on this will show the defensive players and baserunners on the field for this play.
  • Pit- When available, the number of pitches in this plate appearance. Clicking on this number will show the sequence of pitches thrown including, when available, things like runner going, ball blocked, attempted pickoffs and the like. We believe this data to be as accurate as humanly possible, but there are going to be some errors in the data, so please take it with a grain of salt. Clicking on this will show the defensive players and baserunners on the field for this play.
  • R/O- This has a "O" for every out on the play and an "R" for every run that scored on the play. Some plays will have both in no particular order.
  • Batter- The batter at the plate when this play occurred. If the play is a baserunning event, then the batter's name will be repeated as indicated by quotes.
  • Pitcher- The pitcher on the mound when this play occurred.
  • wWPA- Winning Team's Win Probability Added. The amount that this play increased or decreased the eventual winning team's probability of winning the game. More About Win Probability Added
  • wWE- Winning Team's Win Expectancy. The probability of the eventual winning team winning the game prior to this play given two average teams playing each other. More About Win Probability Added
  • Play Detail- This is an explanation of the play that occurred. In some cases, batted ball location and type will be indicated within parentheses. Again, these are best efforts to the record the game as it happened. Also, plays made on the baserunners (including the batter as a baserunner) will be indicated in parentheses after the baserunner's name. Advancement of baserunners is given in cases where the advancement is not easily deduced or obvious from the play. For example, advancement for a walk will not be given, but for a single or double it will be given.

Please report any issues or strangeness you see with the description of plays given above. We have tested several hundred different types of plays, but, in all likelihood, there are still some errors or misinterpretations of the play-by-play data.

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