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Scores
Standings
MIN
@BOS		6
5		 
(10)
LAA
@CHW		6
8		 
(10)
CLE
@DET		2
10
TEX
@KCR		5
3
SEA
@NYY		3
6
TOR
@OAK		4
5		 
(15)
BAL
@TBR		0
2
HOU
@ATL		1
4
PIT
@CIN		0
3
SFG
@COL		16
4
CHC
@LAD		1
6
ARI
@PHI		4
2
NYM
@SDP		1
3
MIL
@STL		3
9
MIA
@WSN		4
7
MIA
@WSN		5
2
Friday, August 3, 2012, 7:12PM
, Tropicana Field
Attendance: 18,410, Time of Game: 2:44
Orioles
0
55-51
⇐ Lost 2 ⇒
 at Rays
2
56-50
⇐ Won 3 ⇒
W: Matt Moore (8-7)
L: Tommy Hunter (4-7)
 
                1  2  3   4  5  6   7  8  9    R  H  E
                -  -  -   -  -  -   -  -  -    -  -  -
Orioles         0  0  0   0  0  0   0  0  0    0  8  0
Rays            0  0  0   1  0  1   0  0  X    2  6  0

Baltimore Orioles

Batting AB R H RBI BB SO BA OPS Pit Str WPA aLI WPA+ WPA- RE24 PO A
Nick Markakis RF 5 0 1 0 0 0 .289 .816 20 15 -0.051 0.86 0.036 -0.087 -0.3 2 0
J.J. Hardy SS 4 0 0 0 0 0 .226 .655 19 12 -0.093 0.97 0.000 -0.093 -0.8 1 1
Adam Jones CF 4 0 2 0 0 1 .295 .878 15 11 0.002 0.96 0.054 -0.052 0.1 4 0
Matt Wieters C 4 0 2 0 0 2 .244 .729 17 12 -0.019 1.13 0.057 -0.076 -0.3 6 0
Chris Davis DH 2 0 1 0 2 0 .263 .775 18 8 0.175 1.68 0.200 -0.025 1.1
Mark Reynolds 1B 4 0 0 0 0 3 .207 .686 21 12 -0.247 2.40 0.000 -0.247 -1.8 6 0
Lew Ford LF 3 0 0 0 0 2 .067 .258 13 10 -0.099 1.26 0.000 -0.099 -0.7 3 0
   Wilson Betemit PH-3B 1 0 0 0 0 1 .264 .756 3 3 -0.067 2.68 0.000 -0.067 -0.4 0 0
Omar Quintanilla 2B 3 0 1 0 1 1 .296 .795 20 10 -0.090 1.15 0.041 -0.131 -0.6 2 3 CS
Robert Andino 3B-LF 4 0 1 0 0 1 .230 .615 16 10 -0.069 0.90 0.013 -0.082 -0.5 0 2
Tommy Hunter P 0 1
   Darren O'Day P 0 0
   Troy Patton P 0 0
Team Totals 34 0 8 0 3 11 .235 .533 162 103 -0.558 1.29 0.401 -0.959 -4.2 24 7
TB: M Wieters 2; A Jones 2; R Andino; N Markakis; C Davis; O Quintanilla.
Team LOB: 10.
With RISP: 0 for 7.
Fielding
DP: 1. R Andino-O Quintanilla-M Reynolds.
Baserunning
CS: O Quintanilla (1, 2nd base by M Moore/J Lobaton).

Tampa Bay Rays

Batting AB R H RBI BB SO BA OPS Pit Str WPA aLI WPA+ WPA- RE24 PO A
Desmond Jennings LF 4 1 1 1 0 2 .239 .680 19 14 0.068 0.58 0.107 -0.039 0.5 3 0 HR
B.J. Upton CF 4 1 1 1 0 2 .242 .678 12 10 0.103 0.58 0.134 -0.031 0.5 1 0 HR
Matthew Joyce RF 3 0 1 0 1 1 .270 .848 17 9 0.002 0.42 0.025 -0.023 0.1 2 0
Ben Zobrist 2B 3 0 2 0 0 0 .248 .808 10 7 0.018 0.68 0.040 -0.022 0.4 1 2
Carlos Pena 1B 3 0 0 0 0 0 .196 .680 11 8 -0.071 1.01 0.000 -0.071 -1.0 7 0
Jeff Keppinger DH 2 0 1 0 0 0 .322 .822 2 2 0.005 0.71 0.026 -0.021 0.0
   Sam Fuld PH 1 0 0 0 0 0 .375 .858 4 3 -0.023 0.92 0.000 -0.023 -0.4
Ryan Roberts 3B 3 0 0 0 0 0 .237 .651 6 5 -0.082 0.81 0.000 -0.082 -0.9 0 1 GDP
Jose Lobaton C 3 0 0 0 0 0 .233 .664 7 4 -0.046 0.63 0.000 -0.046 -0.5 11 1
Elliot Johnson SS 3 0 0 0 0 1 .250 .663 15 11 -0.032 0.43 0.000 -0.032 -0.3 2 3
Matt Moore P 0 0
   Jake McGee P 0 0
   Kyle Farnsworth P 0 0
   Joel Peralta P 0 0
   Fernando Rodney P 0 0
Team Totals 29 2 6 2 1 6 .207 .647 103 73 -0.058 0.64 0.332 -0.390 -1.7 27 7
HR: D Jennings (8, off T Hunter; 6th inn, 0 on, 0 outs to LF); B Upton (10, off T Hunter; 4th inn, 0 on, 0 outs to CF).
TB: B Upton 4; D Jennings 4; B Zobrist 2; J Keppinger; M Joyce.
GIDP: R Roberts (11).
RBI: B Upton (39); D Jennings (31).
Team LOB: 4.
With RISP: 0 for 2.

Baltimore Orioles

Pitching IP H R ER BB SO HR ERA BF Pit Str Ctct StS StL GB FB LD Unk GSc IR IS WPA aLI RE24
Tommy Hunter, L (4-7) 5.2 6 2 2 1 3 2 5.55 23 81 55 35 5 15 5 14 3 0 51 0.001 0.74 0.4
Darren O'Day 2 0 0 0 0 2 0 2.74 6 18 15 9 1 5 2 2 0 0 2 0 0.054 0.35 1.3
Troy Patton 0.1 0 0 0 0 1 0 2.83 1 4 3 0 2 1 0 0 0 0 0 0 0.003 0.11 0.1
Team Totals 8 6 2 2 1 6 2 2.25 30 103 73 44 8 21 7 16 3 0 51 2 0 0.058 1.29 1.7

Tampa Bay Rays

Pitching IP H R ER BB SO HR ERA BF Pit Str Ctct StS StL GB FB LD Unk GSc IR IS WPA aLI RE24
Matt Moore, W (8-7) 5.1 6 0 0 3 6 0 3.84 24 108 68 36 15 17 8 7 0 0 59 0.243 1.17 2.1
Jake McGee, H (12) 0.2 0 0 0 0 1 0 2.57 2 10 6 3 2 1 0 1 0 0 1 0 0.110 2.00 0.7
Kyle Farnsworth, H (4) 1 0 0 0 0 0 0 5.06 3 8 5 3 0 2 1 2 0 0 0 0 0.067 0.89 0.5
Joel Peralta, H (25) 1 2 0 0 0 3 0 3.68 5 20 13 5 1 7 1 1 1 0 0 0 0.070 2.09 0.5
Fernando Rodney, S (32) 1 0 0 0 0 1 0 0.72 3 16 11 6 1 4 1 1 0 0 0 0 0.068 0.91 0.5
Team Totals 9 8 0 0 3 11 0 0.00 37 162 103 53 19 31 11 12 1 0 59 1 0 0.558 0.64 4.2
Balks: None.
WP: M Moore (6).
HBP: None.
IBB: None.
Pickoffs: None.

Other Info

Umpires: HP - Chad Fairchild, 1B - Alfonso Marquez, 2B - Tom Hallion, 3B - Brian O'Nora.
Time of Game: 2:44.
Attendance: 18,410.
Field Condition: Unknown.
Start Time Weather: 72° F, Wind 0mph.

Starting Lineups

Baltimore Orioles         Tampa Bay Rays
1 Nick Markakis RF 1 Desmond Jennings LF
2 J.J. Hardy SS 2 B.J. Upton CF
3 Adam Jones CF 3 Matthew Joyce RF
4 Matt Wieters C 4 Ben Zobrist 2B
5 Chris Davis DH 5 Carlos Pena 1B
6 Mark Reynolds 1B 6 Jeff Keppinger DH
7 Lew Ford LF 7 Ryan Roberts 3B
8 Omar Quintanilla 2B 8 Jose Lobaton C
9 Robert Andino 3B 9 Elliot Johnson SS
Tommy Hunter P Matt Moore P

Win Probability Chart

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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
b4 0-0 0 --- 1,(0-0)  R TBR B. Upton T. Hunter 13% 69% Home Run (Fly Ball to Deep CF)
b6 1-0 0 --- 6,(2-2)  R TBR D. Jennings T. Hunter 11% 86% Home Run (Fly Ball to Deep LF)
t8 0-2 1 12- 6,(3-2)  O BAL M. Reynolds J. Peralta 8% 88% Strikeout Looking
t1 0-0 2 123 5,(2-2)  O BAL M. Reynolds M. Moore 7% 55% Strikeout Looking
t6 0-1 0 -2- 6,(3-2)  O BAL M. Reynolds M. Moore 7% 64% Strikeout Swinging

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, Orioles Batting, Tied 0-0, Rays' Matt Moore facing 1-2-3
t1 0-0 0 --- 1,(0-0)  BAL N. Markakis M. Moore -4% 46% Single to LF (Fly Ball to Short LF)
t1 0-0 0 1-- 7,(3-2)  O BAL J. Hardy M. Moore 3% 50% Flyball: RF (Short RF Line)
t1 0-0 1 1-- 2,(1-0)  BAL A. Jones M. Moore -4% 46% Single to CF (Ground Ball thru SS-2B); Markakis to 2B
t1 0-0 1 12- 3,(0-2)  O BAL M. Wieters M. Moore 4% 50% Strikeout Swinging
t1 0-0 2 12- 7,(3-2)  BAL C. Davis M. Moore -3% 47% Walk; Markakis to 3B; Jones to 2B
t1 0-0 2 123 5,(2-2)  O BAL M. Reynolds M. Moore 7% 55% Strikeout Looking
0 runs, 2 hits, 0 errors, 3 LOB. Orioles 0, Rays 0.
Bottom of the 1st, Rays Batting, Tied 0-0, Orioles' Tommy Hunter facing 1-2-3
b1 0-0 0 --- 4,(1-2)  O TBR D. Jennings T. Hunter -2% 52% Strikeout Looking
b1 0-0 1 --- 4,(1-2)  O TBR B. Upton T. Hunter -1% 51% Strikeout Looking
b1 0-0 2 --- 3,(1-1)  TBR M. Joyce T. Hunter 1% 52% Single to RF (Line Drive to Short RF)
b1 0-0 2 1-- 5,(2-2)  O TBR B. Zobrist T. Hunter -2% 50% Flyball: CF (Deep CF)
0 runs, 1 hit, 0 errors, 1 LOB. Orioles 0, Rays 0.
Top of the 2nd, Orioles Batting, Tied 0-0, Rays' Matt Moore facing 7-8-9
t2 0-0 0 --- 5,(1-2)  O BAL L. Ford M. Moore 2% 52% Strikeout Swinging
t2 0-0 1 --- 7,(3-2)  BAL O. Quintanilla M. Moore -3% 50% Walk
t2 0-0 1 1-- 2,(0-1)  O BAL R. Andino M. Moore 4% 54% Quintanilla Caught Stealing 2B (C-SS)
t2 0-0 2 --- 5,(2-2)  BAL R. Andino M. Moore -1% 53% Single to SS (Ground Ball to Weak 3B)
t2 0-0 2 1-- 4,(2-1)  O BAL N. Markakis M. Moore 2% 55% Flyball: LF (LF-CF)
0 runs, 1 hit, 0 errors, 1 LOB. Orioles 0, Rays 0.
Bottom of the 2nd, Rays Batting, Tied 0-0, Orioles' Tommy Hunter facing 5-6-7
b2 0-0 0 --- 2,(0-1)  O TBR C. Pena T. Hunter -2% 53% Flyball: CF (Deep CF)
b2 0-0 1 --- 1,(0-0)  TBR J. Keppinger T. Hunter 3% 55% Single to CF (Line Drive)
b2 0-0 1 1-- 2,(0-1)  OO TBR R. Roberts T. Hunter -5% 50% Ground Ball Double Play: 3B-2B-1B (Weak 3B)
0 runs, 1 hit, 0 errors, 0 LOB. Orioles 0, Rays 0.
Top of the 3rd, Orioles Batting, Tied 0-0, Rays' Matt Moore facing 2-3-4
t3 0-0 0 --- 6,(2-2)  O BAL J. Hardy M. Moore 2% 52% Groundout: SS-1B (Weak SS)
t3 0-0 1 --- 4,(1-2)  O BAL A. Jones M. Moore 2% 54% Foul Popfly: SS (3B Foul)
t3 0-0 2 --- 5,(3-1)  BAL M. Wieters M. Moore -1% 53% Single to LF (Fly Ball to Short LF)
t3 0-0 2 1-- 4,(1-2)  O BAL C. Davis M. Moore 3% 55% Flyball: LF (LF-CF)
0 runs, 1 hit, 0 errors, 1 LOB. Orioles 0, Rays 0.
Bottom of the 3rd, Rays Batting, Tied 0-0, Orioles' Tommy Hunter facing 8-9-1
b3 0-0 0 --- 2,(1-0)  O TBR J. Lobaton T. Hunter -2% 53% Flyball: LF (Short LF)
b3 0-0 1 --- 7,(2-2)  O TBR E. Johnson T. Hunter -2% 51% Flyball: LF
b3 0-0 2 --- 4,(1-2)  O TBR D. Jennings T. Hunter -1% 50% Groundout: P-2B-1B
0 runs, 0 hits, 0 errors, 0 LOB. Orioles 0, Rays 0.
Top of the 4th, Orioles Batting, Tied 0-0, Rays' Matt Moore facing 6-7-8
t4 0-0 0 --- 4,(1-2)  O BAL M. Reynolds M. Moore 3% 53% Popfly: 1B (Deep 2B-1B)
t4 0-0 1 --- 4,(1-2)  O BAL L. Ford M. Moore 2% 55% Strikeout Swinging
t4 0-0 2 --- 5,(2-2)  BAL O. Quintanilla M. Moore -1% 53% Single to CF (Ground Ball thru SS-2B)
t4 0-0 2 1-- 3,(1-1)  O BAL R. Andino M. Moore 3% 56% Groundout: 3B-2B/Forceout at 2B (Weak 3B)
0 runs, 1 hit, 0 errors, 1 LOB. Orioles 0, Rays 0.
Bottom of the 4th, Rays Batting, Tied 0-0, Orioles' Tommy Hunter facing 2-3-4
b4 0-0 0 --- 1,(0-0)  R TBR B. Upton T. Hunter 13% 69% Home Run (Fly Ball to Deep CF)
b4 1-0 0 --- 5,(2-2)  O TBR M. Joyce T. Hunter -2% 67% Groundout: 2B-1B (Deep 2B-1B)
b4 1-0 1 --- 3,(1-1)  TBR B. Zobrist T. Hunter 2% 69% Single to RF (Ground Ball thru 2B-1B)
b4 1-0 1 1-- 5,(2-2)  O TBR C. Pena T. Hunter -3% 67% Flyball: RF (Short RF)
b4 1-0 2 1-- 1,(0-0)  O TBR J. Keppinger T. Hunter -2% 65% Flyball: CF (Deep CF)
1 run, 2 hits, 0 errors, 1 LOB. Orioles 0, Rays 1.
Top of the 5th, Orioles Batting, Behind 0-1, Rays' Matt Moore facing 1-2-3
t5 0-1 0 --- 5,(1-2)  O BAL N. Markakis M. Moore 3% 68% Groundout: 2B-1B
t5 0-1 1 --- 2,(0-1)  O BAL J. Hardy M. Moore 2% 70% Groundout: 2B-1B
t5 0-1 2 --- 4,(0-2)  BAL A. Jones M. Moore -2% 68% Single to P (Ground Ball)
t5 0-1 2 1-- 5,(1-2)  O BAL M. Wieters M. Moore 3% 72% Strikeout Swinging
0 runs, 1 hit, 0 errors, 1 LOB. Orioles 0, Rays 1.
Bottom of the 5th, Rays Batting, Ahead 1-0, Orioles' Tommy Hunter facing 7-8-9
b5 1-0 0 --- 3,(1-1)  O TBR R. Roberts T. Hunter -2% 70% Popfly: 2B (2B-1B)
b5 1-0 1 --- 4,(2-1)  O TBR J. Lobaton T. Hunter -1% 68% Popfly: SS (Deep SS)
b5 1-0 2 --- 4,(1-2)  O TBR E. Johnson T. Hunter -1% 67% Strikeout Swinging
0 runs, 0 hits, 0 errors, 0 LOB. Orioles 0, Rays 1.
Top of the 6th, Orioles Batting, Behind 0-1, Rays' Matt Moore facing 5-6-7
t6 0-1 0 --- 5,(3-1)  BAL C. Davis M. Moore -6% 61% Walk
t6 0-1 0 1-- 1,(0-0)  BAL M. Reynolds M. Moore -4% 57% Wild Pitch; Davis to 2B
t6 0-1 0 -2- 6,(3-2)  O BAL M. Reynolds M. Moore 7% 64% Strikeout Swinging
Jake McGee replaces Matt Moore pitching
t6 0-1 1 -2- 4,(1-2)  O BAL L. Ford J. McGee 6% 70% Flyball: RF (CF-RF)
t6 0-1 2 -2- 6,(3-2)  O BAL O. Quintanilla J. McGee 5% 75% Strikeout Swinging
0 runs, 0 hits, 0 errors, 1 LOB. Orioles 0, Rays 1.
Bottom of the 6th, Rays Batting, Ahead 1-0, Orioles' Tommy Hunter facing 1-2-3
b6 1-0 0 --- 6,(2-2)  R TBR D. Jennings T. Hunter 11% 86% Home Run (Fly Ball to Deep LF)
b6 2-0 0 --- 4,(1-2)  O TBR B. Upton T. Hunter -1% 84% Groundout: 1B unassisted (2B-1B)
b6 2-0 1 --- 5,(3-1)  TBR M. Joyce T. Hunter 1% 86% Walk
b6 2-0 1 1-- 2,(0-1)  TBR B. Zobrist T. Hunter 2% 87% Single to LF (Line Drive to Short LF); Joyce to 2B
b6 2-0 1 12- 4,(1-2)  O TBR C. Pena T. Hunter -2% 85% Flyball: CF (Deep CF-RF)
Darren O'Day replaces Tommy Hunter pitching
Sam Fuld pinch hits for Jeff Keppinger (DH) batting 6th
b6 2-0 2 12- 4,(1-2)  O TBR S. Fuld D. O'Day -2% 83% Flyball: LF
1 run, 2 hits, 0 errors, 2 LOB. Orioles 0, Rays 2.
Top of the 7th, Orioles Batting, Behind 0-2, Rays' Kyle Farnsworth facing 9-1-2
Kyle Farnsworth replaces Jake McGee pitching
t7 0-2 0 --- 3,(1-1)  O BAL R. Andino K. Farnsworth 3% 86% Foul Popfly: 1B (1B Foul)
t7 0-2 1 --- 1,(0-0)  O BAL N. Markakis K. Farnsworth 2% 88% Flyball: CF
t7 0-2 2 --- 4,(2-1)  O BAL J. Hardy K. Farnsworth 1% 90% Groundout: SS-1B (Weak SS)
0 runs, 0 hits, 0 errors, 0 LOB. Orioles 0, Rays 2.
Bottom of the 7th, Rays Batting, Ahead 2-0, Orioles' Darren O'Day facing 7-8-9
b7 2-0 0 --- 1,(0-0)  O TBR R. Roberts D. O'Day -1% 89% Groundout: 3B-1B (Weak SS)
b7 2-0 1 --- 1,(0-0)  O TBR J. Lobaton D. O'Day -1% 88% Groundout: SS-1B (Weak SS)
b7 2-0 2 --- 4,(1-2)  O TBR E. Johnson D. O'Day -0% 87% Flyball: RF (Deep CF-RF)
0 runs, 0 hits, 0 errors, 0 LOB. Orioles 0, Rays 2.
Top of the 8th, Orioles Batting, Behind 0-2, Rays' Joel Peralta facing 3-4-5
Joel Peralta replaces Kyle Farnsworth pitching
t8 0-2 0 --- 5,(2-2)  O BAL A. Jones J. Peralta 3% 91% Strikeout Looking
t8 0-2 1 --- 4,(1-2)  BAL M. Wieters J. Peralta -4% 87% Single to 3B (Ground Ball)
t8 0-2 1 1-- 2,(1-0)  BAL C. Davis J. Peralta -7% 80% Single to RF (Line Drive to CF-RF); Wieters to 2B
t8 0-2 1 12- 6,(3-2)  O BAL M. Reynolds J. Peralta 8% 88% Strikeout Looking
Wilson Betemit pinch hits for Lew Ford (LF) batting 7th
t8 0-2 2 12- 3,(0-2)  O BAL W. Betemit J. Peralta 7% 94% Strikeout Swinging
0 runs, 2 hits, 0 errors, 2 LOB. Orioles 0, Rays 2.
Bottom of the 8th, Rays Batting, Ahead 2-0, Orioles' Darren O'Day facing 1-2-3
Wilson Betemit moves from PH to 3B
Robert Andino moves from 3B to LF
b8 2-0 0 --- 5,(1-2)  O TBR D. Jennings D. O'Day -1% 94% Strikeout Swinging
b8 2-0 1 --- 3,(0-2)  O TBR B. Upton D. O'Day -0% 93% Strikeout Looking
Troy Patton replaces Darren O'Day pitching
b8 2-0 2 --- 4,(1-2)  O TBR M. Joyce T. Patton -0% 93% Strikeout Swinging
0 runs, 0 hits, 0 errors, 0 LOB. Orioles 0, Rays 2.
Top of the 9th, Orioles Batting, Behind 0-2, Rays' Fernando Rodney facing 8-9-1
Fernando Rodney replaces Joel Peralta pitching
t9 0-2 0 --- 2,(1-0)  O BAL O. Quintanilla F. Rodney 4% 97% Groundout: SS-1B (Weak SS-2B)
t9 0-2 1 --- 5,(2-2)  O BAL R. Andino F. Rodney 2% 99% Strikeout Looking
t9 0-2 2 --- 9,(2-2)  O BAL N. Markakis F. Rodney 1% 100% Flyball: LF (Deep LF)
0 runs, 0 hits, 0 errors, 0 LOB. Orioles 0, Rays 2.

Retrosheet.org Boxscore:TBA201208030
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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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