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ANA  6
OAK  1

NYY 10
@BAL  4

BOS  9
MIN  2

CHW 11
CLE  9

(10)
KCR  8
DET  1

TEX 10
SEA  2

TBD  5
@TOR  1

FLA  4
ATL  3

HOU  5
PIT  4
MIL  6
COL  2

MON  5
PHI  2

NYM  7
CIN  4

SDP  2
ARI  1

(10)
SFG 11
LAD  5

CHC  5
@STL  4

Standings at end of play this day

Minute Maid Park, Attendance: 31,819

Tuesday, June 22, 2004, 7:05PM
Time of Game: 2:40
Pirates
4
26-41
Lost 5
6th, 13½ GB
                1  2  3   4  5  6   7  8  9    R  H  E
                -  -  -   -  -  -   -  -  -    -  -  -
Pirates         0  0  3   0  0  0   0  0  1    4 10  0
Astros          1  1  0   0  1  0   2  0  X    5  8  0
W: Roy Oswalt (5-6), L: Kris Benson (5-7), S: Brad Lidge (2)
Astros
5
37-33
Won 3
5th, 4 GB

Batting Stats

Pittsburgh Pirates           AB   R   H RBI   BB  SO    BA   OPS  Pit  Str   PO   A  Details
J Kendall C                   4   1   4   0    0   0  .329  .797   18   13    5   0   
J Wilson SS                   4   1   2   1    0   0  .346  .870    8    8    1   3   2B
D Ward 1B                     4   0   0   1    0   1  .283  .852   10    7   11   1   GDP
C Wilson RF                   4   0   1   1    0   1  .304  .945   12    7    0   0   
R Mackowiak 3B                4   0   1   0    0   1  .265  .821   17   11    1   2   2B
J Bay LF                      4   1   1   1    0   0  .280  .916   14    9    2   0   HR
T Redman CF                   4   0   0   0    0   0  .236  .611   15   10    1   0   
J Castillo 2B                 3   0   0   0    0   1  .248  .635    7    6    2   6   
  A Nunez PH                  1   0   0   0    0   1  .253  .611    6    4    0   0   
K Benson P                    3   1   1   0    0   1  .200  .431   13   10    1   2   
  S Torres P                  0   0   0   0    0   0                          0   0   
  R Simon PH                  1   0   0   0    0   0  .207  .497    6    3    0   0   
Totals                       36   4  10   0    0   6              126   88   24  14
Batting Events
2B: J Wilson (17, off R Oswalt); R Mackowiak (11, off R Oswalt).
HR: J Bay (7, off B Lidge; 9th inn, 0 on, 0 outs to LF).
TB: J Kendall 4; J Bay 4; J Wilson 3; R Mackowiak 2; K Benson; C Wilson.
GIDP: D Ward (3).
RBI: C Wilson (42); J Wilson (27); D Ward (31); J Bay (17).
2-out RBI: C Wilson.
Team LOB: 5.
With RISP: 2 for 7.
Fielding Events
DP: 1. J Wilson-J Castillo-D Ward.
Houston Astros               AB   R   H RBI   BB  SO    BA   OPS  Pit  Str   PO   A  Details
C Biggio CF                   5   1   1   0    0   2  .305  .834   19   13    1   0   
J Vizcaino SS-2B              5   0   1   0    0   0  .290  .694   18   11    1   3   
L Berkman LF                  2   2   0   0    2   0  .326 1.114   19    7    3   0   
J Bagwell 1B                  3   1   2   1    1   0  .285  .886   21   12   10   2   3B
M Lamb 2B                     4   0   1   1    0   1  .333  .923   13    8    2   2   
  J Lane RF                   0   0   0   0    0   0  .263  .809              1   0   
M Ensberg 3B                  3   0   1   2    1   0  .279  .698   13    6    0   1   3B,GDP
O Palmeiro RF                 4   1   1   0    0   0  .222  .675    9    7    2   0   
  E Bruntlett SS              0   0   0   0    0   0  .222 1.000              0   0   
R Chavez C                    3   0   1   1    1   2  .196  .515   21   13    6   0   2B
R Oswalt P                    1   0   0   0    0   0  .100  .258    7    6    1   2   2·SH
  A Everett PH                0   0   0   0    0   0  .282  .691    3    1    0   0   HBP
  B Lidge P                   0   0   0   0    0   0  .000  .000              0   0   
Totals                       30   5   8   0    5   5              143   84   27  10
Batting Events
2B: R Chavez (4, off K Benson).
3B: M Ensberg (2, off K Benson); J Bagwell (1, off K Benson).
SH: R Oswalt 2 (6, 2 off K Benson).
HBP: A Everett (6, by S Torres).
TB: J Bagwell 4; M Ensberg 3; R Chavez 2; C Biggio; O Palmeiro; M Lamb; J Vizcaino.
GIDP: M Ensberg (6).
RBI: M Ensberg 2 (25); J Bagwell (38); M Lamb (23); R Chavez (7).
2-out RBI: M Ensberg 2.
Team LOB: 9.
With RISP: 2 for 16.
Fielding Events
DP: 1. J Bagwell-J Vizcaino.

Pitching Stats

Pittsburgh Pirates            IP     H   R  ER   BB  SO  HR    ERA   BF  Pit-Str  Ct·Sw·Lk   GB·FB·LD· ?   GmSc  IR-IS   LevI    WPA
K Benson, L (5-7)              7     8   5   5    5   3   0   5.11   34  122-71   47· 9·15   15·11· 4· 0     39    -     1.42  -0.25
S Torres                       1     0   0   0    0   2   0   3.23    4   20-13    7· 5· 1    1· 0· 0· 0          0-0    0.32   0.01
Totals                         8     8   5   5    5   5   0          38  142-84   54·14·16   16·11· 4· 0           -  
Houston Astros                IP     H   R  ER   BB  SO  HR    ERA   BF  Pit-Str  Ct·Sw·Lk   GB·FB·LD· ?   GmSc  IR-IS   LevI    WPA
R Oswalt, W (5-6)              8     9   3   3    0   5   0   3.91   32  109-78   50·14·14   17·10· 2· 0     57    -     1.14   0.19
B Lidge, S (2)                 1     1   1   1    0   1   1   2.61    4   17-10    6· 2· 2    1· 2· 0· 0          0-0    2.06   0.08
Totals                         9    10   4   4    0   6   1          36  126-88   56·16·16   18·12· 2· 0           -  
Balks: None.
WP: S Torres (3).
HBP: S Torres (3; A Everett).
IBB: None.
Pickoffs: None.

Other Info

Umpires: HP - Brian Knight, 1B - Brian O'Nora, 2B - Phil Cuzzi, 3B - Jerry Crawford.
Time of Game: 2:40.
Attendance: 31,819.
Start Time Weather: 74° F, Wind 0mph, In Dome.

Lineups

   Pittsburgh Pirates                        Houston Astros                               
1. Jason Kendall                 C       1. Craig Biggio                 CF
2. Jack Wilson                  SS       2. Jose Vizcaino                SS
3. Daryle Ward                  1B       3. Lance Berkman                LF
4. Craig Wilson                 RF       4. Jeff Bagwell                 1B
5. Rob Mackowiak                3B       5. Mike Lamb                    2B
6. Jason Bay                    LF       6. Morgan Ensberg               3B
7. Tike Redman                  CF       7. Orlando Palmeiro             RF
8. Jose Castillo                2B       8. Raul Chavez                   C
9. Kris Benson                   P       9. Roy Oswalt                    P

Top 5 Plays

Glossary · Click headers to sort · CSV · PRE · View Pitches · wWE and wWPA Explanation
Inn Out RoB R/O Pit(cnt) wWPA wWE Score @Bat Batter Pitcher Play Description
b7 2 -23 RR 2,(1-0)  28% 88% 3-3 HOU M. Ensberg K. Benson Triple to CF (Line Drive to Deep CF-RF); Berkman Scores; Bagwell Scores
b5 0 1-- R 4,(1-2)  22% 69% 2-3 HOU J. Bagwell K. Benson Triple to RF (Fly Ball to Deep RF Line); Berkman Scores
t3 1 12- R 2,(0-1)  -16% 51% 0-2 PIT J. Wilson R. Oswalt Ground-rule Double (Ground Ball); Benson Scores; Kendall to 3B
b1 1 123 OO 1,(0-0)  -12% 60% 1-0 HOU M. Ensberg K. Benson Ground Ball Double Play: SS-2B-1B
b2 0 1-- R 2,(1-0)  10% 79% 1-0 HOU R. Chavez K. Benson Double to CF (Line Drive to Deep LF-CF); Palmeiro Scores

Play By Play

Glossary · Click headers to sort · CSV · PRE · View Pitches · Box Score Explanation · wWE and wWPA Explanation
Inn Out RoB R/O Pit(cnt) wWPA wWE Score @Bat Batter Pitcher Play Description
Top of the 1st, Pirates Batting, Tied 0-0, Astros' Roy Oswalt facing 1-2-3
t1 0 --- 4,(1-2)  -3% 47% 0-0 PIT J. Kendall R. Oswalt Single to CF (Ground Ball)
t1 0 1-- O 2,(0-1)  3% 50% 0-0 PIT J. Wilson R. Oswalt Groundout: 2B unassisted/Forceout at 2B
t1 1 1-- OO 2,(0-1)  5% 55% 0-0 PIT D. Ward R. Oswalt Ground Ball Double Play: 1B-SS
0 runs, 1 hit, 0 errors, 0 LOB. Pirates 0, Astros 0.
Bottom of the 1st, Astros Batting, Tied 0-0, Pirates' Kris Benson facing 1-2-3
b1 0 --- 1,(0-0)  3% 58% 0-0 HOU C. Biggio K. Benson Single to LF (Ground Ball)
b1 0 1-- 2,(0-1)  8% 67% 0-0 HOU J. Vizcaino K. Benson Single to RF (Line Drive to CF-RF); Biggio to 3B
b1 0 1-3 O 3,(1-1)  -4% 63% 0-0 HOU L. Berkman K. Benson Groundout: P-1B; Vizcaino to 2B
b1 1 -23 8,(3-2)  1% 64% 0-0 HOU J. Bagwell K. Benson Walk
b1 1 123 R 6,(3-2)  8% 73% 0-0 HOU M. Lamb K. Benson Single to RF (Line Drive); Biggio Scores; Vizcaino to 3B; Bagwell to 2B
b1 1 123 OO 1,(0-0)  -12% 60% 1-0 HOU M. Ensberg K. Benson Ground Ball Double Play: SS-2B-1B
1 run, 3 hits, 0 errors, 2 LOB. Pirates 0, Astros 1.
Top of the 2nd, Pirates Batting, Behind 0-1, Astros' Roy Oswalt facing 4-5-6
t2 0 --- O 2,(1-0)  2% 63% 0-1 PIT C. Wilson R. Oswalt Flyball: RF
t2 1 --- 2,(0-1)  -4% 58% 0-1 PIT R. Mackowiak R. Oswalt Double to CF (Fly Ball to Deep CF-RF)
t2 1 -2- O 5,(1-2)  4% 62% 0-1 PIT J. Bay R. Oswalt Groundout: 3B-1B
t2 2 -2- O 3,(1-1)  3% 65% 0-1 PIT T. Redman R. Oswalt Groundout: P-1B
0 runs, 1 hit, 0 errors, 1 LOB. Pirates 0, Astros 1.
Bottom of the 2nd, Astros Batting, Ahead 1-0, Pirates' Kris Benson facing 7-8-9
b2 0 --- 3,(1-1)  3% 69% 1-0 HOU O. Palmeiro K. Benson Single to 2B (Pop Fly to CF-RF)
b2 0 1-- R 2,(1-0)  10% 79% 1-0 HOU R. Chavez K. Benson Double to CF (Line Drive to Deep LF-CF); Palmeiro Scores
b2 0 -2- 4,(1-2)  4% 83% 2-0 HOU R. Oswalt K. Benson Fielder's Choice 1B/Sacrifice Bunt; Chavez to 3B; Oswalt to 1B
b2 0 1-3 O 2,(0-1)  -4% 79% 2-0 HOU C. Biggio K. Benson Popfly: 3B
b2 1 1-3 O 3,(2-0)  -5% 75% 2-0 HOU J. Vizcaino K. Benson Popfly: SS
b2 2 1-3 O 5,(3-1)  -4% 71% 2-0 HOU L. Berkman K. Benson Groundout: 2B-1B
1 run, 2 hits, 0 errors, 2 LOB. Pirates 0, Astros 2.
Top of the 3rd, Pirates Batting, Behind 0-2, Astros' Roy Oswalt facing 8-9-1
t3 0 --- O 1,(0-0)  3% 73% 0-2 PIT J. Castillo R. Oswalt Groundout: SS-1B
t3 1 --- 8,(2-2)  -3% 71% 0-2 PIT K. Benson R. Oswalt Single to CF (Ground Ball)
t3 1 1-- 5,(2-2)  -4% 67% 0-2 PIT J. Kendall R. Oswalt Single to RF (Line Drive); Benson to 2B
t3 1 12- R 2,(0-1)  -16% 51% 0-2 PIT J. Wilson R. Oswalt Ground-rule Double (Ground Ball); Benson Scores; Kendall to 3B
t3 1 -23 RO 1,(0-0)  0% 51% 1-2 PIT D. Ward R. Oswalt Groundout: 1B-P; Kendall Scores; Wilson to 3B
t3 2 --3 R 4,(2-1)  -10% 42% 2-2 PIT C. Wilson R. Oswalt Single to LF (Ground Ball); Wilson Scores
t3 2 1-- O 6,(2-2)  2% 44% 3-2 PIT R. Mackowiak R. Oswalt Strikeout Swinging
3 runs, 4 hits, 0 errors, 1 LOB. Pirates 3, Astros 2.
Bottom of the 3rd, Astros Batting, Behind 2-3, Pirates' Kris Benson facing 4-5-6
b3 0 --- O 5,(2-2)  -3% 41% 2-3 HOU J. Bagwell K. Benson Groundout: SS-1B
b3 1 --- O 2,(1-0)  -2% 39% 2-3 HOU M. Lamb K. Benson Groundout: 2B-1B
b3 2 --- 5,(3-1)  2% 41% 2-3 HOU M. Ensberg K. Benson Walk
b3 2 1-- O 2,(0-1)  -3% 38% 2-3 HOU O. Palmeiro K. Benson Flyball: CF
0 runs, 0 hits, 0 errors, 1 LOB. Pirates 3, Astros 2.
Top of the 4th, Pirates Batting, Ahead 3-2, Astros' Roy Oswalt facing 6-7-8
t4 0 --- O 6,(3-2)  2% 40% 3-2 PIT J. Bay R. Oswalt Groundout: SS-1B
t4 1 --- O 2,(0-1)  2% 42% 3-2 PIT T. Redman R. Oswalt Popfly: 2B (Short CF)
t4 2 --- O 3,(0-2)  1% 43% 3-2 PIT J. Castillo R. Oswalt Strikeout Looking
0 runs, 0 hits, 0 errors, 0 LOB. Pirates 3, Astros 2.
Bottom of the 4th, Astros Batting, Behind 2-3, Pirates' Kris Benson facing 8-9-1
b4 0 --- 7,(3-2)  5% 48% 2-3 HOU R. Chavez K. Benson Walk
b4 0 1-- O 2,(0-1)  -2% 46% 2-3 HOU R. Oswalt K. Benson Bunt Groundout: P-2B/Sacrifice (Front of Home); Chavez to 2B
b4 1 -2- O 2,(0-1)  -5% 41% 2-3 HOU C. Biggio K. Benson Flyball: LF (LF-CF)
b4 2 -2- O 5,(2-2)  -4% 36% 2-3 HOU J. Vizcaino K. Benson Groundout: SS-1B
0 runs, 0 hits, 0 errors, 1 LOB. Pirates 3, Astros 2.
Top of the 5th, Pirates Batting, Ahead 3-2, Astros' Roy Oswalt facing 9-1-2
t5 0 --- O 1,(0-0)  3% 39% 3-2 PIT K. Benson R. Oswalt Groundout: SS-1B
t5 1 --- 2,(0-1)  -3% 36% 3-2 PIT J. Kendall R. Oswalt Single to CF (Line Drive)
t5 1 1-- 2,(0-1)  -4% 33% 3-2 PIT J. Wilson R. Oswalt Single to 2B (Ground Ball); Kendall to 2B
t5 1 12- O 5,(2-2)  5% 37% 3-2 PIT D. Ward R. Oswalt Strikeout Swinging
t5 2 12- O 3,(0-2)  5% 42% 3-2 PIT C. Wilson R. Oswalt Strikeout Swinging
0 runs, 2 hits, 0 errors, 2 LOB. Pirates 3, Astros 2.
Bottom of the 5th, Astros Batting, Behind 2-3, Pirates' Kris Benson facing 3-4-5
b5 0 --- 6,(3-2)  5% 47% 2-3 HOU L. Berkman K. Benson Walk
b5 0 1-- R 4,(1-2)  22% 69% 2-3 HOU J. Bagwell K. Benson Triple to RF (Fly Ball to Deep RF Line); Berkman Scores
b5 0 --3 O 4,(1-2)  -6% 63% 3-3 HOU M. Lamb K. Benson Strikeout Swinging
b5 1 --3 O 5,(2-2)  -8% 55% 3-3 HOU M. Ensberg K. Benson Groundout: 3B-1B
b5 2 --3 O 3,(1-1)  -5% 50% 3-3 HOU O. Palmeiro K. Benson Groundout: 2B-1B
1 run, 1 hit, 0 errors, 1 LOB. Pirates 3, Astros 3.
Top of the 6th, Pirates Batting, Tied 3-3, Astros' Roy Oswalt facing 5-6-7
t6 0 --- O 5,(3-1)  4% 54% 3-3 PIT R. Mackowiak R. Oswalt Groundout: 2B-1B
t6 1 --- O 2,(1-0)  2% 56% 3-3 PIT J. Bay R. Oswalt Flyball: CF
t6 2 --- O 6,(2-2)  2% 58% 3-3 PIT T. Redman R. Oswalt Groundout: 2B-1B
0 runs, 0 hits, 0 errors, 0 LOB. Pirates 3, Astros 3.
Bottom of the 6th, Astros Batting, Tied 3-3, Pirates' Kris Benson facing 8-9-1
b6 0 --- O 4,(1-2)  -3% 54% 3-3 HOU R. Chavez K. Benson Strikeout Swinging
b6 1 --- O 1,(0-0)  -2% 52% 3-3 HOU R. Oswalt K. Benson Groundout: 3B-1B
b6 2 --- O 6,(3-2)  -2% 50% 3-3 HOU C. Biggio K. Benson Strikeout Swinging
0 runs, 0 hits, 0 errors, 0 LOB. Pirates 3, Astros 3.
Top of the 7th, Pirates Batting, Tied 3-3, Astros' Roy Oswalt facing 8-9-1
t7 0 --- O 3,(1-1)  4% 54% 3-3 PIT J. Castillo R. Oswalt Groundout: P-1B
t7 1 --- O 4,(1-2)  3% 57% 3-3 PIT K. Benson R. Oswalt Strikeout Swinging
t7 2 --- 7,(2-2)  -2% 55% 3-3 PIT J. Kendall R. Oswalt Single to SS (Ground Ball)
t7 2 1-- O 2,(0-1)  4% 59% 3-3 PIT J. Wilson R. Oswalt Flyball: RF
0 runs, 1 hit, 0 errors, 1 LOB. Pirates 3, Astros 3.
Bottom of the 7th, Astros Batting, Tied 3-3, Pirates' Kris Benson facing 2-3-4
b7 0 --- O 6,(2-2)  -4% 55% 3-3 HOU J. Vizcaino K. Benson Groundout: 1B-P
b7 1 --- 5,(3-1)  4% 59% 3-3 HOU L. Berkman K. Benson Walk
b7 1 1-- 4,(2-1)  5% 65% 3-3 HOU J. Bagwell K. Benson Single to SS (Ground Ball); Berkman to 2B
b7 1 12- O 1,(0-0)  -5% 60% 3-3 HOU M. Lamb K. Benson Groundout: 2B-1B; Berkman to 3B; Bagwell to 2B
b7 2 -23 RR 2,(1-0)  28% 88% 3-3 HOU M. Ensberg K. Benson Triple to CF (Line Drive to Deep CF-RF); Berkman Scores; Bagwell Scores
b7 2 --3 O 1,(0-0)  -2% 86% 5-3 HOU O. Palmeiro K. Benson Flyball: LF
2 runs, 2 hits, 0 errors, 1 LOB. Pirates 3, Astros 5.
Top of the 8th, Pirates Batting, Behind 3-5, Astros' Roy Oswalt facing 3-4-5
Jose Vizcaino moves from SS to 2B; Eric Bruntlett replaces Orlando Palmeiro (RF) playing SS batting 7th; Jason Lane replaces Mike Lamb (2B) playing RF batting 5th
t8 0 --- O 2,(1-0)  4% 90% 3-5 PIT D. Ward R. Oswalt Flyball: LF
t8 1 --- O 3,(2-0)  2% 92% 3-5 PIT C. Wilson R. Oswalt Flyball: LF
t8 2 --- O 4,(1-2)  1% 94% 3-5 PIT R. Mackowiak R. Oswalt Flyball: LF (LF-CF)
0 runs, 0 hits, 0 errors, 0 LOB. Pirates 3, Astros 5.
Bottom of the 8th, Astros Batting, Ahead 5-3, Pirates' Salomon Torres facing 8-9-1
Salomon Torres replaces Kris Benson pitching and batting 9th
b8 0 --- O 8,(2-2)  -1% 93% 5-3 HOU R. Chavez S. Torres Strikeout Swinging
Adam Everett pinch hits for Roy Oswalt (P) batting 9th
b8 1 --- 3,(1-1)  1% 94% 5-3 HOU A. Everett S. Torres Hit By Pitch
b8 1 1-- 1,(0-0)  0% 94% 5-3 HOU C. Biggio S. Torres Wild Pitch; Everett to 2B
b8 1 -2- O 7,(2-2)  -1% 93% 5-3 HOU C. Biggio S. Torres Strikeout Swinging
b8 2 -2- O 2,(1-0)  -1% 92% 5-3 HOU J. Vizcaino S. Torres Groundout: 2B-1B
0 runs, 0 hits, 0 errors, 1 LOB. Pirates 3, Astros 5.
Top of the 9th, Pirates Batting, Behind 3-5, Astros' Brad Lidge facing 6-7-8
Brad Lidge replaces Adam Everett (PH) pitching and batting 9th
t9 0 --- R 1,(0-0)  -9% 83% 3-5 PIT J. Bay B. Lidge Home Run (Fly Ball)
t9 0 --- O 4,(2-1)  7% 91% 4-5 PIT T. Redman B. Lidge Groundout: 1B unassisted
Abraham Nunez pinch hits for Jose Castillo (2B) batting 8th
t9 1 --- O 6,(2-2)  6% 96% 4-5 PIT A. Nunez B. Lidge Strikeout Swinging
Randall Simon pinch hits for Salomon Torres (P) batting 9th
t9 2 --- O 6,(3-2)  4% 100% 4-5 PIT R. Simon B. Lidge Flyball: RF
1 run, 1 hit, 0 errors, 0 LOB. Pirates 4, Astros 5.

Retrosheet.org Boxscore:HOU200406220

Play-by-Play Explanation

  • 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.
  • 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.
  • 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.
  • 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
  • Score- The score from the perspective of the batting team.
  • 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.
  • 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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