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Scores
Standings
TOR
@ARI		3
4
CHW
@ATL		2
3
STL
@CHC		1
2
OAK
@CIN		5
3
TBD
@COL		7
8		 
(10)
DET
@FLA		1
4
SEA
@HOU		8
0
BOS
@LAD		2
3
ANA
@MIL		11
4
CLE
@MON		1
3
KCR
@NYM		3
4
MIN
@PHI		0
3
TEX
@PIT		2
0
NYY
@SDP		1
9
BAL
@SFG		3
4
Friday, June 21, 2002
, Veterans Stadium
Attendance: 17,039, Time of Game: 2:24
Twins
0
40-33
⇐ Lost 3 ⇒
1st
 at Phillies
3
31-39
⇐ Won 1 ⇒
5th, 11½ GB
L: Kyle Lohse (6-5)
S: Jose Mesa (19)
 
                1  2  3   4  5  6   7  8  9    R  H  E
                -  -  -   -  -  -   -  -  -    -  -  -
Twins           0  0  0   0  0  0   0  0  0    0  4  1
Phillies        0  1  0   0  0  0   2  0  X    3  6  0

Minnesota Twins

Batting AB R H RBI BB SO BA OPS Pit Str WPA aLI WPA+ WPA- RE24 PO A
Jacque Jones LF 4 0 0 0 0 3 .311 .863 19 15 -0.077 0.78 0.000 -0.077 -0.7 6 0
Cristian Guzman SS 4 0 1 0 0 0 .260 .616 11 7 -0.012 0.49 0.021 -0.032 -0.2 2 1
Corey Koskie 3B 4 0 0 0 0 3 .248 .756 19 12 -0.093 0.90 0.000 -0.093 -0.8 1 1
Torii Hunter CF 4 0 1 0 0 1 .300 .897 12 10 -0.022 1.01 0.049 -0.072 -0.1 3 1 SB
David Ortiz 1B 4 0 0 0 0 2 .229 .683 18 11 -0.081 0.86 0.000 -0.081 -0.7 4 0
Dustan Mohr RF 3 0 1 0 0 2 .309 .830 14 9 -0.036 1.10 0.024 -0.061 -0.4 0 0
   Michael Jackson P 0 0 0 0 0 0 0.000 0.00 0.000 0.000 0.0 0 0
   Eddie Guardado P 0 0 0 0 0 0 0.000 0.00 0.000 0.000 0.0 0 0
A.J. Pierzynski C 2 0 1 0 1 0 .328 .883 9 4 0.027 1.25 0.049 -0.022 0.2 5 0
Denny Hocking 2B 2 0 0 0 0 0 .235 .627 5 3 -0.059 1.16 0.000 -0.059 -0.5 1 1
   Bobby Kielty PH 1 0 0 0 0 1 .322 .951 5 3 -0.083 3.31 0.000 -0.083 -0.4
   Luis Rivas 2B 0 0 0 0 0 0 .278 .698 0.000 0.00 0.000 0.000 0.0 1 2
Kyle Lohse P 2 0 0 0 0 1 .250 .500 8 7 -0.062 1.25 0.000 -0.062 -0.4 0 0
   Travis Miller P 0 0 0 0 0 0 0.000 0.00 0.000 0.000 0.0 0 0
   Brian Buchanan RF 1 0 0 0 0 0 .259 .746 2 2 -0.021 0.82 0.000 -0.021 -0.2 1 0
Team Totals 31 0 4 0 1 13 .129 .285 122 83 -0.519 1.00 0.143 -0.663 -4.2 24 6
TB: C Guzman; A Pierzynski; T Hunter; D Mohr.
Team LOB: 5.
With RISP: 0 for 2.
Fielding
DP: 1. C Guzman-D Hocking-D Ortiz.
E: D Mohr (2).
Outfield Assists: T Hunter (B Abreu at 2nd base).
Baserunning
SB: T Hunter (10, 2nd base off B Duckworth/T Pratt).

Philadelphia Phillies

Batting AB R H RBI BB SO BA OPS Pit Str WPA aLI WPA+ WPA- RE24 PO A
Jimmy Rollins SS 4 0 0 0 0 0 .273 .764 14 9 -0.125 0.91 0.000 -0.125 -1.5 0 2 GDP
Marlon Anderson 2B 4 0 0 0 0 1 .278 .732 15 11 -0.051 0.52 0.000 -0.051 -0.7 1 2
Bobby Abreu CF-RF 4 0 1 0 0 0 .306 .905 12 8 -0.036 0.33 0.000 -0.036 -0.5 4 0
Pat Burrell LF 4 0 0 0 0 1 .298 .967 17 11 -0.055 0.55 0.000 -0.055 -0.6 0 0
Jeremy Giambi RF 3 1 2 0 0 0 .293 .987 11 8 0.064 0.65 0.078 -0.014 0.7 0 0 2B
   Doug Glanville PR-CF 0 1 0 0 0 0 .224 .572 0.000 0.00 0.000 0.000 0.0 0 0
Travis Lee 1B 2 1 1 0 1 1 .254 .721 15 7 0.118 0.85 0.128 -0.010 1.6 9 0
Tomas Perez 3B 3 0 1 1 0 0 .257 .721 9 6 0.065 1.09 0.105 -0.039 0.3 0 0
Todd Pratt C 2 0 1 0 1 1 .391 1.004 16 9 -0.011 1.00 0.027 -0.038 0.0 13 0 IW
Brandon Duckworth P 1 0 0 0 1 1 .143 .470 8 4 -0.005 1.28 0.032 -0.037 -0.0 0 1
   Jason Michaels PH 0 0 0 1 0 0 .296 .913 5 3 0.016 0.85 0.016 0.000 0.1 SF
   Dan Plesac P 0 0 0 0 0 0 0.000 0.00 0.000 0.000 0.0 0 0
   Jose Mesa P 0 0 0 0 0 0 0.000 0.00 0.000 0.000 0.0 0 0
Team Totals 27 3 6 2 3 5 .222 .550 122 76 -0.020 0.76 0.386 -0.405 -0.7 27 5
2B: J Giambi (12, off K Lohse).
SF: J Michaels (1, off M Jackson).
IBB: T Pratt (3, by T Miller).
TB: J Giambi 3; T Perez; B Abreu; T Lee; T Pratt.
GIDP: J Rollins (6).
RBI: J Michaels (7); T Perez (10).
Team LOB: 4.
With RISP: 2 for 6.

Minnesota Twins

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
Kyle Lohse, L (6-5) 6 5 3 2 2 5 0 5.40 24 100 63 33 9 21 3 14 3 0 55 0.010 0.88 -0.1
Travis Miller 0.1 0 0 0 1 0 0 0.00 2 7 1 1 0 0 1 0 0 0 1 0 0.014 0.55 0.2
Michael Jackson 0.2 0 0 0 0 0 0 2.05 2 8 5 3 0 2 0 2 0 0 2 1 -0.011 0.53 0.1
Eddie Guardado 1 1 0 0 0 0 0 2.34 3 7 7 3 1 3 2 1 1 0 0 0 0.006 0.04 0.5
Team Totals 8 6 3 2 3 5 0 2.25 31 122 76 40 10 26 6 17 4 0 55 3 1 0.019 1.00 0.7
K Lohse faced 2 batters in the 7th inning.

Philadelphia Phillies

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
Brandon Duckworth, W (4-4) 7 4 0 0 1 9 0 4.19 26 100 65 35 5 25 9 7 3 0 77 0.451 1.12 3.3
Dan Plesac, H (10) 1 0 0 0 0 1 0 3.86 3 9 8 6 2 0 1 1 0 0 0 0 0.039 0.52 0.5
Jose Mesa, S (19) 1 0 0 0 0 3 0 2.67 3 13 10 2 5 3 0 0 0 0 0 0 0.030 0.40 0.5
Team Totals 9 4 0 0 1 13 0 0.00 32 122 83 43 12 28 10 8 3 0 77 0 0 0.520 0.76 4.2
Balks: None.
WP: None.
HBP: None.
IBB: T Miller (2; T Pratt).
Pickoffs: None.

Other Info

Umpires: HP - Tony Randazzo, 1B - Larry Poncino, 2B - Kevin Kelley, 3B - Jay Klemm.
Time of Game: 2:24.
Attendance: 17,039.
Field Condition: Unknown.
Start Time Weather: 83° F, Wind 4mph out to Leftfield, Sunny.

Starting Lineups

Minnesota Twins         Philadelphia Phillies
1 Jacque Jones LF 1 Jimmy Rollins SS
2 Cristian Guzman SS 2 Marlon Anderson 2B
3 Corey Koskie 3B 3 Bobby Abreu CF
4 Torii Hunter CF 4 Pat Burrell LF
5 David Ortiz 1B 5 Jeremy Giambi RF
6 Dustan Mohr RF 6 Travis Lee 1B
7 A.J. Pierzynski C 7 Tomas Perez 3B
8 Denny Hocking 2B 8 Todd Pratt C
9 Kyle Lohse P 9 Brandon Duckworth 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
b2 0-0 1 12- 4,(1-2)  R PHI T. Perez K. Lohse 10% 69% Single to LF (Line Drive to LF Line); Giambi Scores; Lee to 2B
b7 1-0 0 -2- 5,(3-1)  R PHI T. Lee K. Lohse 9% 94% Single to RF (Ground Ball thru Short RF); Glanville Scores/Adv on E9; Lee to 3B
t7 0-1 2 12- 5,(2-2)  O MIN B. Kielty B. Duckworth 8% 80% Strikeout Looking
b5 1-0 1 12- 4,(1-2)  OO PHI J. Rollins K. Lohse -8% 67% Ground Ball Double Play: SS-2B-1B
b7 1-0 0 --- 2,(0-1)  PHI J. Giambi K. Lohse 5% 85% Double to RF (Line Drive to RF Line)

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, Twins Batting, Tied 0-0, Phillies' Brandon Duckworth facing 1-2-3
t1 0-0 0 --- 6,(1-2)  O MIN J. Jones B. Duckworth 2% 52% Strikeout Swinging
t1 0-0 1 --- 2,(1-0)  O MIN C. Guzman B. Duckworth 1% 54% Groundout: 2B-1B
t1 0-0 2 --- 8,(3-2)  O MIN C. Koskie B. Duckworth 1% 55% Strikeout Swinging
0 runs, 0 hits, 0 errors, 0 LOB. Twins 0, Phillies 0.
Bottom of the 1st, Phillies Batting, Tied 0-0, Twins' Kyle Lohse facing 1-2-3
b1 0-0 0 --- 2,(0-1)  O PHI J. Rollins K. Lohse -2% 52% Flyball: LF
b1 0-0 1 --- 5,(2-2)  O PHI M. Anderson K. Lohse -1% 51% Flyball: LF
b1 0-0 2 --- 4,(2-1)  O PHI B. Abreu K. Lohse -1% 50% Flyball: LF (Short LF)
0 runs, 0 hits, 0 errors, 0 LOB. Twins 0, Phillies 0.
Top of the 2nd, Twins Batting, Tied 0-0, Phillies' Brandon Duckworth facing 4-5-6
t2 0-0 0 --- 1,(0-0)  MIN T. Hunter B. Duckworth -4% 46% Single to LF (Line Drive)
t2 0-0 0 1-- 5,(2-2)  O MIN D. Ortiz B. Duckworth 4% 50% Flyball: CF (Deep CF)
t2 0-0 1 1-- 5,(2-2)  O MIN D. Mohr B. Duckworth 2% 52% Strikeout Looking, Hunter Steals 2B
t2 0-0 2 -2- 4,(3-0)  MIN A. Pierzynski B. Duckworth -1% 51% Walk
t2 0-0 2 12- 2,(1-0)  O MIN D. Hocking B. Duckworth 4% 55% Groundout: 1B unassisted
0 runs, 1 hit, 0 errors, 2 LOB. Twins 0, Phillies 0.
Bottom of the 2nd, Phillies Batting, Tied 0-0, Twins' Kyle Lohse facing 4-5-6
b2 0-0 0 --- 3,(0-2)  O PHI P. Burrell K. Lohse -2% 53% Flyball: CF
b2 0-0 1 --- 6,(3-2)  PHI J. Giambi K. Lohse 3% 55% Single to CF (Ground Ball thru Short CF)
b2 0-0 1 1-- 6,(3-2)  PHI T. Lee K. Lohse 4% 59% Walk; Giambi to 2B
b2 0-0 1 12- 4,(1-2)  R PHI T. Perez K. Lohse 10% 69% Single to LF (Line Drive to LF Line); Giambi Scores; Lee to 2B
b2 1-0 1 12- 6,(1-2)  O PHI T. Pratt K. Lohse -4% 66% Strikeout Swinging
b2 1-0 2 12- 3,(0-2)  O PHI B. Duckworth K. Lohse -4% 62% Strikeout Swinging
1 run, 2 hits, 0 errors, 2 LOB. Twins 0, Phillies 1.
Top of the 3rd, Twins Batting, Behind 0-1, Phillies' Brandon Duckworth facing 9-1-2
t3 0-1 0 --- 1,(0-0)  O MIN K. Lohse B. Duckworth 3% 65% Groundout: P-1B
t3 0-1 1 --- 2,(0-1)  O MIN J. Jones B. Duckworth 2% 66% Groundout: 1B unassisted
t3 0-1 2 --- 4,(2-1)  O MIN C. Guzman B. Duckworth 1% 68% Flyball: CF (Deep CF)
0 runs, 0 hits, 0 errors, 0 LOB. Twins 0, Phillies 1.
Bottom of the 3rd, Phillies Batting, Ahead 1-0, Twins' Kyle Lohse facing 1-2-3
b3 1-0 0 --- 5,(3-1)  O PHI J. Rollins K. Lohse -2% 66% Flyball: CF
b3 1-0 1 --- 6,(2-2)  O PHI M. Anderson K. Lohse -1% 64% Strikeout Swinging
b3 1-0 2 --- 2,(0-1)  O PHI B. Abreu K. Lohse -1% 63% Flyball: LF
0 runs, 0 hits, 0 errors, 0 LOB. Twins 0, Phillies 1.
Top of the 4th, Twins Batting, Behind 0-1, Phillies' Brandon Duckworth facing 3-4-5
t4 0-1 0 --- 5,(2-2)  O MIN C. Koskie B. Duckworth 3% 66% Strikeout Looking
t4 0-1 1 --- 4,(1-2)  O MIN T. Hunter B. Duckworth 2% 68% Groundout: SS-1B
t4 0-1 2 --- 5,(2-2)  O MIN D. Ortiz B. Duckworth 1% 69% Strikeout Looking
0 runs, 0 hits, 0 errors, 0 LOB. Twins 0, Phillies 1.
Bottom of the 4th, Phillies Batting, Ahead 1-0, Twins' Kyle Lohse facing 4-5-6
b4 1-0 0 --- 7,(3-2)  O PHI P. Burrell K. Lohse -2% 67% Strikeout Swinging
b4 1-0 1 --- 3,(0-2)  O PHI J. Giambi K. Lohse -1% 66% Popfly: SS
b4 1-0 2 --- 4,(1-2)  O PHI T. Lee K. Lohse -1% 65% Strikeout Swinging
0 runs, 0 hits, 0 errors, 0 LOB. Twins 0, Phillies 1.
Top of the 5th, Twins Batting, Behind 0-1, Phillies' Brandon Duckworth facing 6-7-8
t5 0-1 0 --- 4,(1-2)  O MIN D. Mohr B. Duckworth 3% 68% Strikeout Looking
t5 0-1 1 --- 4,(1-2)  O MIN A. Pierzynski B. Duckworth 2% 70% Groundout: 1B unassisted
t5 0-1 2 --- 3,(1-1)  O MIN D. Hocking B. Duckworth 1% 72% Groundout: 1B unassisted
0 runs, 0 hits, 0 errors, 0 LOB. Twins 0, Phillies 1.
Bottom of the 5th, Phillies Batting, Ahead 1-0, Twins' Kyle Lohse facing 7-8-9
b5 1-0 0 --- 2,(0-1)  O PHI T. Perez K. Lohse -2% 70% Flyball: LF (Short LF)
b5 1-0 1 --- 6,(2-2)  PHI T. Pratt K. Lohse 2% 72% Single to CF (Line Drive)
b5 1-0 1 1-- 5,(3-1)  PHI B. Duckworth K. Lohse 3% 75% Walk; Pratt to 2B
b5 1-0 1 12- 4,(1-2)  OO PHI J. Rollins K. Lohse -8% 67% Ground Ball Double Play: SS-2B-1B
0 runs, 1 hit, 0 errors, 1 LOB. Twins 0, Phillies 1.
Top of the 6th, Twins Batting, Behind 0-1, Phillies' Brandon Duckworth facing 9-1-2
t6 0-1 0 --- 7,(1-2)  O MIN K. Lohse B. Duckworth 4% 71% Strikeout Looking
t6 0-1 1 --- 5,(2-2)  O MIN J. Jones B. Duckworth 3% 73% Strikeout Looking
t6 0-1 2 --- 4,(1-2)  MIN C. Guzman B. Duckworth -2% 71% Single to CF (Line Drive)
t6 0-1 2 1-- 1,(0-0)  O MIN C. Koskie B. Duckworth 4% 75% Popfly: 2B
0 runs, 1 hit, 0 errors, 1 LOB. Twins 0, Phillies 1.
Bottom of the 6th, Phillies Batting, Ahead 1-0, Twins' Kyle Lohse facing 2-3-4
b6 1-0 0 --- 1,(0-0)  O PHI M. Anderson K. Lohse -2% 73% Popfly: SS
b6 1-0 1 --- 4,(2-1)  O PHI B. Abreu K. Lohse -1% 71% Flyball: LF (Deep LF)
b6 1-0 2 --- 5,(3-1)  O PHI P. Burrell K. Lohse -1% 70% Foul Flyball: 3B
0 runs, 0 hits, 0 errors, 0 LOB. Twins 0, Phillies 1.
Top of the 7th, Twins Batting, Behind 0-1, Phillies' Brandon Duckworth facing 4-5-6
t7 0-1 0 --- 2,(0-1)  O MIN T. Hunter B. Duckworth 4% 75% Groundout: SS-1B
t7 0-1 1 --- 5,(3-1)  O MIN D. Ortiz B. Duckworth 3% 78% Flyball: CF (Deep CF)
t7 0-1 2 --- 5,(2-2)  MIN D. Mohr B. Duckworth -2% 75% Single to RF (Line Drive)
t7 0-1 2 1-- 1,(0-0)  MIN A. Pierzynski B. Duckworth -4% 71% Single (Ground Ball); Mohr to 2B
Bobby Kielty pinch hits for Denny Hocking (2B) batting 8th
t7 0-1 2 12- 5,(2-2)  O MIN B. Kielty B. Duckworth 8% 80% Strikeout Looking
0 runs, 2 hits, 0 errors, 2 LOB. Twins 0, Phillies 1.
Bottom of the 7th, Phillies Batting, Ahead 1-0, Twins' Kyle Lohse facing 5-6-7
Luis Rivas replaces Bobby Kielty (PH) playing 2B batting 8th
b7 1-0 0 --- 2,(0-1)  PHI J. Giambi K. Lohse 5% 85% Double to RF (Line Drive to RF Line)
Doug Glanville pinch runs for Jeremy Giambi (RF) batting 5th
b7 1-0 0 -2- 5,(3-1)  R PHI T. Lee K. Lohse 9% 94% Single to RF (Ground Ball thru Short RF); Glanville Scores/Adv on E9; Lee to 3B
Travis Miller replaces Kyle Lohse pitching and batting 9th
b7 2-0 0 --3 3,(2-0)  O PHI T. Perez T. Miller -2% 92% Groundout: 2B-1B
b7 2-0 1 --3 4,(3-0)  PHI T. Pratt T. Miller 0% 93% Intentional Walk
Michael Jackson replaces Dustan Mohr (RF) pitching and batting 6th
Brian Buchanan replaces Travis Miller (P) playing RF batting 9th
Jason Michaels pinch hits for Brandon Duckworth (P) batting 9th
b7 2-0 1 1-3 5,(2-2)  RO PHI J. Michaels M. Jackson 2% 94% Flyball: CF/Sacrifice Fly; Lee Scores/unER
b7 3-0 2 1-- 3,(1-1)  O PHI J. Rollins M. Jackson -1% 94% Flyball: RF
2 runs, 2 hits, 1 error, 1 LOB. Twins 0, Phillies 3.
Top of the 8th, Twins Batting, Behind 0-3, Phillies' Dan Plesac facing 9-1-2
Dan Plesac replaces Jason Michaels (PH) pitching and batting 9th
Doug Glanville moves from PR to CF
Bobby Abreu moves from CF to RF
t8 0-3 0 --- 2,(0-1)  O MIN B. Buchanan D. Plesac 2% 96% Groundout: 2B-1B
t8 0-3 1 --- 6,(1-2)  O MIN J. Jones D. Plesac 1% 97% Strikeout Swinging
t8 0-3 2 --- 1,(0-0)  O MIN C. Guzman D. Plesac 1% 98% Flyball: RF
0 runs, 0 hits, 0 errors, 0 LOB. Twins 0, Phillies 3.
Bottom of the 8th, Phillies Batting, Ahead 3-0, Twins' Eddie Guardado facing 2-3-4
Eddie Guardado replaces Michael Jackson pitching and batting 6th
b8 3-0 0 --- 3,(0-2)  O PHI M. Anderson E. Guardado -0% 97% Groundout: 2B-1B
b8 3-0 1 --- 2,(0-1)  O PHI B. Abreu E. Guardado -0% 97% Single to CF (Line Drive to LF-CF); Abreu out at 2B/CF-2B
b8 3-0 2 --- 2,(0-1)  O PHI P. Burrell E. Guardado -0% 97% Groundout: 3B-1B
0 runs, 1 hit, 0 errors, 0 LOB. Twins 0, Phillies 3.
Top of the 9th, Twins Batting, Behind 0-3, Phillies' Jose Mesa facing 3-4-5
Jose Mesa replaces Dan Plesac pitching and batting 9th
t9 0-3 0 --- 5,(2-2)  O MIN C. Koskie J. Mesa 2% 99% Strikeout Swinging
t9 0-3 1 --- 5,(1-2)  O MIN T. Hunter J. Mesa 1% 100% Strikeout Swinging
t9 0-3 2 --- 3,(0-2)  O MIN D. Ortiz J. Mesa 0% 100% Strikeout Swinging
0 runs, 0 hits, 0 errors, 0 LOB. Twins 0, Phillies 3.

Retrosheet.org Boxscore:PHI200206210
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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In some cases, the results from play-by-play data will contradict results in the official record. The official record has many, many errors, but we have not undertaken to reconcile those errors. Pitch-by-pitch data should not be taken as completely accurate, though we believe it to be as accurate as is currently possible.

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