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TBD  6
@ARI  2

CLE  4
@ATL  2

OAK  2
@CHC  1

COL  5
BAL  3

TEX  8
@FLA  1

HOU  5
ANA  0
LAD  6
NYY  3

MIL  4
MIN  1

CHW 11
@MON  7

NYM  3
DET  2

KCR 10
@PHI  4

SEA  5
@PIT  4

TOR  3
@SDP  2

BOS 14
@SFG  9

STL  4
CIN  3

(10)
Standings at end of play this day

Minute Maid Park, Attendance: 38,328

Friday, June 18, 2004, 7:05PM
Time of Game: 2:56
Angels
0
36-30
Lost 3
2nd, 2½ GB
                1  2  3   4  5  6   7  8  9    R  H  E
                -  -  -   -  -  -   -  -  -    -  -  -
Angels          0  0  0   0  0  0   0  0  0    0  5  0
Astros          0  0  0   0  2  2   0  1  X    5 10  0
W: Peter Munro (1-0), L: Kelvim Escobar (4-3)
Astros
5
34-32
Won 1
5th, 5½ GB

Batting Stats

Anaheim Angels               AB   R   H RBI   BB  SO    BA   OPS  Pit  Str   PO   A  Details
D Erstad 1B                   4   0   0   0    0   1  .257  .616   19   15    7   0   
C Figgins SS                  4   0   1   0    0   0  .305  .792   14    8    0   2   
V Guerrero RF                 4   0   1   0    0   0  .343  .978   16   11    1   0   2B
G Anderson CF                 3   0   1   0    1   0  .363  .964   16    8    1   0   
J Guillen LF                  4   0   0   0    0   1  .293  .858   14    9    2   0   
R Quinlan 3B                  4   0   0   0    0   3  .256  .636   16   12    1   3   
A Kennedy 2B                  3   0   2   0    0   0  .235  .612    6    4    2   2   
J Paul C                      2   0   0   0    0   0  .182  .462    9    4    7   0   
  J Davanon PH                1   0   0   0    0   1  .319  .847    6    3    0   0   
  J Molina C                  0   0   0   0    0   0  .259  .651              3   0   
K Escobar P                   2   0   0   0    0   0  .000  .000    2    2    0   1   
  M Hensley P                 0   0   0   0    0   0                          0   0   
  A Amezaga PH                1   0   0   0    0   0  .156  .378    4    3    0   0   
  B Donnelly P                0   0   0   0    0   0                          0   0   
Totals                       32   0   5   0    1   6              122   79   24   8
Batting Events
2B: V Guerrero (20, off P Munro).
TB: V Guerrero 2; A Kennedy 2; G Anderson; C Figgins.
Team LOB: 6.
With RISP: 0 for 3.
Houston Astros               AB   R   H RBI   BB  SO    BA   OPS  Pit  Str   PO   A  Details
C Biggio CF                   5   0   1   0    0   0  .302  .834   12    7    4   0   2B
J Vizcaino SS                 5   2   4   0    0   1  .286  .695   15   12    0   4   
L Berkman LF                  4   1   0   0    1   2  .329 1.124   25   12    2   0   
J Kent 2B                     4   1   2   3    1   2  .297  .874   21   11    1   3   3B,2B
J Bagwell 1B                  2   1   1   1    2   0  .278  .862   30   13   10   1   HR,HBP
M Lamb 3B                     5   0   1   0    0   2  .337  .953   20   12    0   1   
J Lane RF                     3   0   0   1    1   2  .254  .775   21   12    3   0   SB
B Ausmus C                    3   0   1   0    1   0  .257  .642   14    6    6   0   IW
P Munro P                     2   0   0   0    1   1  .000  .400   12    8    1   0   
  D Miceli P                  0   0   0   0    0   0  .500 1.000              0   0   
  O Palmeiro PH               1   0   0   0    0   0  .200  .647    5    4    0   0   
  B Lidge P                   0   0   0   0    0   0  .000  .000              0   0   
  O Dotel P                   0   0   0   0    0   0                          0   0   
Totals                       34   5  10   0    7  10              175   97   27   9
Batting Events
2B: J Kent (19, off K Escobar); C Biggio (21, off M Hensley).
3B: J Kent (4, off K Escobar).
HR: J Bagwell (10, off B Donnelly; 8th inn, 0 on, 2 outs to LF-CF).
IBB: B Ausmus (6, by K Escobar).
HBP: J Bagwell (6, by M Hensley).
TB: J Kent 5; J Vizcaino 4; J Bagwell 4; C Biggio 2; B Ausmus; M Lamb.
RBI: J Kent 3 (47); J Lane (7); J Bagwell (36).
2-out RBI: J Kent 2; J Bagwell.
Team LOB: 13.
With RISP: 2 for 8.
Baserunning Events
SB: J Lane (1, 2nd base off K Escobar/J Paul).

Pitching Stats

Anaheim Angels                IP     H   R  ER   BB  SO  HR    ERA   BF  Pit-Str  Ct·Sw·Lk   GB·FB·LD· ?   GmSc  IR-IS   LevI    WPA
K Escobar, L (4-3)             5.2   7   4   4    7   6   0   3.49   31  112-62   35·12·15   10· 8· 2· 0     38    -     1.16  -0.09
M Hensley                      1.1   2   0   0    0   3   0   3.86    7   40-24   12· 5· 7    0· 3· 0· 0          1-0    0.22   0.02
B Donnelly                     1     1   1   1    0   1   1   9.00    4   19-10    4· 2· 4    0· 3· 0· 0          0-0    0.04  -0.01
Totals                         8    10   5   5    7  10   1          42  171-96   51·19·26   10·14· 2· 0          1-0 
Houston Astros                IP     H   R  ER   BB  SO  HR    ERA   BF  Pit-Str  Ct·Sw·Lk   GB·FB·LD· ?   GmSc  IR-IS   LevI    WPA
P Munro, W (1-0)               6.1   3   0   0    1   3   0   1.69   23   85-52   35· 4·13   10· 9· 2· 0     69    -     0.94   0.35
D Miceli                       0.2   1   0   0    0   1   0   3.73    3    8-5     3· 0· 2    0· 2· 0· 0          1-0    0.77   0.03
B Lidge                        1     1   0   0    0   0   0   2.52    4   14-11    7· 2· 2    2· 2· 1· 0          0-0    0.34   0.03
O Dotel                        1     0   0   0    0   2   0   3.03    3   15-11    5· 4· 2    0· 1· 0· 0          0-0    0.09   0.01
Totals                         9     5   0   0    1   6   0          33  122-79   50·10·19   12·14· 3· 0          1-0 
Balks: None.
WP: K Escobar (3).
HBP: M Hensley (1; J Bagwell).
IBB: K Escobar (1; B Ausmus).
Pickoffs: None.

Other Info

Umpires: HP - Ed Rapuano, 1B - Kevin Kelley, 2B - Alfonso Marquez, 3B - Ted Barrett.
Time of Game: 2:56.
Attendance: 38,328.
Start Time Weather: 72° F, Wind 0mph, In Dome.

Lineups

   Anaheim Angels                            Houston Astros                               
1. Darin Erstad                 1B       1. Craig Biggio                 CF
2. Chone Figgins                SS       2. Jose Vizcaino                SS
3. Vladimir Guerrero            RF       3. Lance Berkman                LF
4. Garret Anderson              CF       4. Jeff Kent                    2B
5. Jose Guillen                 LF       5. Jeff Bagwell                 1B
6. Robb Quinlan                 3B       6. Mike Lamb                    3B
7. Adam Kennedy                 2B       7. Jason Lane                   RF
8. Josh Paul                     C       8. Brad Ausmus                   C
9. Kelvim Escobar                P       9. Peter Munro                   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
b5 1 1-- R 1,(0-0)  16% 73% 0-0 HOU J. Kent K. Escobar Double to RF (Fly Ball to Deep CF); Vizcaino Scores
b6 2 12- RR 4,(1-2)  11% 95% 2-0 HOU J. Kent K. Escobar Triple to CF (Fly Ball to Deep CF); Vizcaino Scores; Berkman Scores
b4 2 123 O 2,(0-1)  -9% 50% 0-0 HOU C. Biggio K. Escobar Flyball: CF
b1 2 123 O 4,(1-2)  -7% 50% 0-0 HOU M. Lamb K. Escobar Strikeout Swinging
t4 2 12- O 2,(1-0)  5% 56% 0-0 ANA J. Guillen P. Munro Flyball: CF

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, Angels Batting, Tied 0-0, Astros' Peter Munro facing 1-2-3
t1 0 --- O 7,(1-2)  2% 52% 0-0 ANA D. Erstad P. Munro Strikeout Looking
t1 1 --- O 4,(2-1)  2% 54% 0-0 ANA C. Figgins P. Munro Flyball: LF
t1 2 --- O 4,(2-1)  1% 55% 0-0 ANA V. Guerrero P. Munro Groundout: SS-1B
0 runs, 0 hits, 0 errors, 0 LOB. Angels 0, Astros 0.
Bottom of the 1st, Astros Batting, Tied 0-0, Angels' Kelvim Escobar facing 1-2-3
b1 0 --- O 1,(0-0)  -2% 53% 0-0 HOU C. Biggio K. Escobar Groundout: 3B-1B
b1 1 --- 4,(1-2)  2% 55% 0-0 HOU J. Vizcaino K. Escobar Single to P (Ground Ball)
b1 1 1-- O 3,(0-2)  -3% 52% 0-0 HOU L. Berkman K. Escobar Strikeout Looking
b1 2 1-- 5,(3-1)  2% 54% 0-0 HOU J. Kent K. Escobar Walk; Vizcaino to 2B
b1 2 12- 7,(3-2)  3% 57% 0-0 HOU J. Bagwell K. Escobar Walk; Vizcaino to 3B; Kent to 2B
b1 2 123 O 4,(1-2)  -7% 50% 0-0 HOU M. Lamb K. Escobar Strikeout Swinging
0 runs, 1 hit, 0 errors, 3 LOB. Angels 0, Astros 0.
Top of the 2nd, Angels Batting, Tied 0-0, Astros' Peter Munro facing 4-5-6
t2 0 --- O 4,(2-1)  2% 52% 0-0 ANA G. Anderson P. Munro Groundout: 1B unassisted
t2 1 --- O 2,(0-1)  2% 54% 0-0 ANA J. Guillen P. Munro Groundout: SS-1B
t2 2 --- O 4,(1-2)  1% 55% 0-0 ANA R. Quinlan P. Munro Strikeout Swinging
0 runs, 0 hits, 0 errors, 0 LOB. Angels 0, Astros 0.
Bottom of the 2nd, Astros Batting, Tied 0-0, Angels' Kelvim Escobar facing 7-8-9
b2 0 --- O 5,(2-2)  -2% 53% 0-0 HOU J. Lane K. Escobar Strikeout Swinging
b2 1 --- O 1,(0-0)  -2% 51% 0-0 HOU B. Ausmus K. Escobar Groundout: 3B-1B
b2 2 --- O 3,(0-2)  -1% 50% 0-0 HOU P. Munro K. Escobar Strikeout Looking
0 runs, 0 hits, 0 errors, 0 LOB. Angels 0, Astros 0.
Top of the 3rd, Angels Batting, Tied 0-0, Astros' Peter Munro facing 7-8-9
t3 0 --- O 3,(1-1)  3% 53% 0-0 ANA A. Kennedy P. Munro Groundout: 1B-P
t3 1 --- O 4,(2-1)  2% 54% 0-0 ANA J. Paul P. Munro Groundout: 2B-1B
t3 2 --- O 1,(0-0)  1% 56% 0-0 ANA K. Escobar P. Munro Flyball: CF
0 runs, 0 hits, 0 errors, 0 LOB. Angels 0, Astros 0.
Bottom of the 3rd, Astros Batting, Tied 0-0, Angels' Kelvim Escobar facing 1-2-3
b3 0 --- O 3,(2-0)  -2% 53% 0-0 HOU C. Biggio K. Escobar Groundout: SS-1B
b3 1 --- 2,(0-1)  3% 56% 0-0 HOU J. Vizcaino K. Escobar Single to CF (Ground Ball thru Short CF)
b3 1 1-- O 3,(2-0)  -3% 53% 0-0 HOU L. Berkman K. Escobar Popfly: 2B
b3 2 1-- O 6,(3-2)  -3% 50% 0-0 HOU J. Kent K. Escobar Strikeout Swinging
0 runs, 1 hit, 0 errors, 1 LOB. Angels 0, Astros 0.
Top of the 4th, Angels Batting, Tied 0-0, Astros' Peter Munro facing 1-2-3
t4 0 --- O 4,(2-1)  3% 53% 0-0 ANA D. Erstad P. Munro Flyball: LF
t4 1 --- O 5,(2-2)  2% 55% 0-0 ANA C. Figgins P. Munro Lineout: RF (Deep RF)
t4 2 --- 8,(2-2)  -3% 52% 0-0 ANA V. Guerrero P. Munro Double to LF (Line Drive to Deep LF-CF)
t4 2 -2- 4,(3-0)  -1% 51% 0-0 ANA G. Anderson P. Munro Walk
t4 2 12- O 2,(1-0)  5% 56% 0-0 ANA J. Guillen P. Munro Flyball: CF
0 runs, 1 hit, 0 errors, 2 LOB. Angels 0, Astros 0.
Bottom of the 4th, Astros Batting, Tied 0-0, Angels' Kelvim Escobar facing 5-6-7
b4 0 --- O 5,(2-2)  -3% 53% 0-0 HOU J. Bagwell K. Escobar Groundout: 2B-1B
b4 1 --- O 4,(2-1)  -2% 51% 0-0 HOU M. Lamb K. Escobar Flyball: RF
b4 2 --- 7,(3-2)  1% 53% 0-0 HOU J. Lane K. Escobar Walk
b4 2 1-- 1,(0-0)  1% 54% 0-0 HOU B. Ausmus K. Escobar Lane Steals 2B
b4 2 -2- 4,(3-0)  1% 55% 0-0 HOU B. Ausmus K. Escobar Intentional Walk
b4 2 12- 6,(3-2)  3% 59% 0-0 HOU P. Munro K. Escobar Walk; Lane to 3B; Ausmus to 2B
b4 2 123 O 2,(0-1)  -9% 50% 0-0 HOU C. Biggio K. Escobar Flyball: CF
0 runs, 0 hits, 0 errors, 3 LOB. Angels 0, Astros 0.
Top of the 5th, Angels Batting, Tied 0-0, Astros' Peter Munro facing 6-7-8
t5 0 --- O 4,(1-2)  3% 53% 0-0 ANA R. Quinlan P. Munro Strikeout Swinging
t5 1 --- 2,(1-0)  -3% 50% 0-0 ANA A. Kennedy P. Munro Single to CF (Fly Ball to Short CF)
t5 1 1-- O 5,(3-1)  3% 52% 0-0 ANA J. Paul P. Munro Groundout: 2B-1B; Kennedy to 2B
t5 2 -2- O 1,(0-0)  5% 57% 0-0 ANA K. Escobar P. Munro Groundout: SS-1B
0 runs, 1 hit, 0 errors, 1 LOB. Angels 0, Astros 0.
Bottom of the 5th, Astros Batting, Tied 0-0, Angels' Kelvim Escobar facing 2-3-4
b5 0 --- 1,(0-0)  4% 61% 0-0 HOU J. Vizcaino K. Escobar Single to CF (Line Drive)
b5 0 1-- O 6,(3-2)  -4% 57% 0-0 HOU L. Berkman K. Escobar Strikeout Swinging
b5 1 1-- R 1,(0-0)  16% 73% 0-0 HOU J. Kent K. Escobar Double to RF (Fly Ball to Deep CF); Vizcaino Scores
b5 1 -2- 7,(3-2)  1% 74% 1-0 HOU J. Bagwell K. Escobar Walk
b5 1 12- 1,(0-0)  5% 79% 1-0 HOU M. Lamb K. Escobar Single to LF (Line Drive); Kent to 3B; Bagwell to 2B
b5 1 123 RO 3,(0-2)  2% 81% 1-0 HOU J. Lane K. Escobar Groundout: 3B-2B/Forceout at 2B; Kent Scores; Bagwell to 3B
b5 2 1-3 O 2,(1-0)  -4% 77% 2-0 HOU B. Ausmus K. Escobar Groundout: P-1B
2 runs, 3 hits, 0 errors, 2 LOB. Angels 0, Astros 2.
Top of the 6th, Angels Batting, Behind 0-2, Astros' Peter Munro facing 1-2-3
t6 0 --- O 4,(1-2)  3% 81% 0-2 ANA D. Erstad P. Munro Groundout: 1B unassisted
t6 1 --- O 2,(1-0)  2% 83% 0-2 ANA C. Figgins P. Munro Flyball: RF
t6 2 --- O 1,(0-0)  1% 84% 0-2 ANA V. Guerrero P. Munro Groundout: SS-1B
0 runs, 0 hits, 0 errors, 0 LOB. Angels 0, Astros 2.
Bottom of the 6th, Astros Batting, Ahead 2-0, Angels' Kelvim Escobar facing 9-1-2
b6 0 --- O 3,(0-2)  -1% 83% 2-0 HOU P. Munro K. Escobar Groundout: 2B-1B
b6 1 --- O 3,(2-0)  -1% 82% 2-0 HOU C. Biggio K. Escobar Groundout: SS-1B
b6 2 --- 1,(0-0)  1% 83% 2-0 HOU J. Vizcaino K. Escobar Single to CF (Fly Ball)
b6 2 1-- 3,(1-1)  1% 83% 2-0 HOU L. Berkman K. Escobar Wild Pitch; Vizcaino to 2B
b6 2 -2- 5,(3-1)  0% 84% 2-0 HOU L. Berkman K. Escobar Walk
b6 2 12- RR 4,(1-2)  11% 95% 2-0 HOU J. Kent K. Escobar Triple to CF (Fly Ball to Deep CF); Vizcaino Scores; Berkman Scores
Matt Hensley replaces Kelvim Escobar pitching and batting 9th
b6 2 --3 6,(3-2)  0% 95% 4-0 HOU J. Bagwell M. Hensley Hit By Pitch
b6 2 1-3 O 7,(3-2)  -1% 94% 4-0 HOU M. Lamb M. Hensley Strikeout Swinging
2 runs, 2 hits, 0 errors, 2 LOB. Angels 0, Astros 4.
Top of the 7th, Angels Batting, Behind 0-4, Astros' Peter Munro facing 4-5-6
t7 0 --- 4,(1-2)  -3% 91% 0-4 ANA G. Anderson P. Munro Single to CF (Fly Ball to CF-RF)
t7 0 1-- O 6,(3-2)  3% 94% 0-4 ANA J. Guillen P. Munro Groundout: 3B-2B/Forceout at 2B
Dan Miceli replaces Peter Munro pitching and batting 9th
t7 1 1-- O 1,(0-0)  2% 96% 0-4 ANA R. Quinlan D. Miceli Flyball: RF
t7 2 1-- 1,(0-0)  -1% 94% 0-4 ANA A. Kennedy D. Miceli Single to RF (Fly Ball); Guillen to 2B
Jeff Davanon pinch hits for Josh Paul (C) batting 8th
t7 2 12- O 6,(3-2)  3% 97% 0-4 ANA J. Davanon D. Miceli Strikeout Looking
0 runs, 2 hits, 0 errors, 2 LOB. Angels 0, Astros 4.
Bottom of the 7th, Astros Batting, Ahead 4-0, Angels' Matt Hensley facing 7-8-9
Jose Molina replaces Jeff Davanon (PH) playing C batting 8th
b7 0 --- O 6,(3-2)  -0% 97% 4-0 HOU J. Lane M. Hensley Strikeout Looking
b7 1 --- 6,(2-2)  0% 97% 4-0 HOU B. Ausmus M. Hensley Single to CF (Fly Ball)
Orlando Palmeiro pinch hits for Dan Miceli (P) batting 9th
b7 1 1-- O 5,(1-2)  -1% 96% 4-0 HOU O. Palmeiro M. Hensley Popfly: 3B
b7 2 1-- 3,(1-1)  1% 97% 4-0 HOU C. Biggio M. Hensley Double to RF (Fly Ball); Ausmus to 3B
b7 2 -23 O 7,(2-2)  -1% 96% 4-0 HOU J. Vizcaino M. Hensley Strikeout Swinging
0 runs, 2 hits, 0 errors, 2 LOB. Angels 0, Astros 4.
Top of the 8th, Angels Batting, Behind 0-4, Astros' Brad Lidge facing 9-1-2
Brad Lidge replaces Orlando Palmeiro (PH) pitching and batting 9th; Alfredo Amezaga pinch hits for Matt Hensley (P) batting 9th
t8 0 --- O 4,(1-2)  1% 98% 0-4 ANA A. Amezaga B. Lidge Groundout: 1B unassisted
t8 1 --- O 4,(0-2)  1% 98% 0-4 ANA D. Erstad B. Lidge Groundout: 2B-1B
t8 2 --- 3,(1-1)  -1% 98% 0-4 ANA C. Figgins B. Lidge Single to RF (Line Drive)
t8 2 1-- O 3,(1-1)  1% 99% 0-4 ANA V. Guerrero B. Lidge Flyball: CF
0 runs, 1 hit, 0 errors, 1 LOB. Angels 0, Astros 4.
Bottom of the 8th, Astros Batting, Ahead 4-0, Angels' Brendan Donnelly facing 3-4-5
Brendan Donnelly replaces Alfredo Amezaga (PH) pitching and batting 9th
b8 0 --- O 5,(2-2)  -0% 99% 4-0 HOU L. Berkman B. Donnelly Flyball: LF
b8 1 --- O 5,(2-2)  -0% 99% 4-0 HOU J. Kent B. Donnelly Strikeout Swinging
b8 2 --- R 5,(3-1)  1% 99% 4-0 HOU J. Bagwell B. Donnelly Home Run (Fly Ball to LF-CF)
b8 2 --- O 4,(2-1)  0% 99% 5-0 HOU M. Lamb B. Donnelly Flyball: LF
1 run, 1 hit, 0 errors, 0 LOB. Angels 0, Astros 5.
Top of the 9th, Angels Batting, Behind 0-5, Astros' Octavio Dotel facing 4-5-6
Octavio Dotel replaces Brad Lidge pitching and batting 9th
t9 0 --- O 4,(1-2)  0% 100% 0-5 ANA G. Anderson O. Dotel Flyball: CF (Deep CF)
t9 1 --- O 4,(1-2)  0% 100% 0-5 ANA J. Guillen O. Dotel Strikeout Swinging
t9 2 --- O 7,(2-2)  0% 100% 0-5 ANA R. Quinlan O. Dotel Strikeout Swinging
0 runs, 0 hits, 0 errors, 0 LOB. Angels 0, Astros 5.

Retrosheet.org Boxscore:HOU200406180

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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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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