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BAL  8
CAL  7
 TEX  6
@BOS  3
 BOS  6
TEX  1
 OAK  6
@CLE  4
 CHW  9
@DET  3
(12)		 MIL 10
@MIN  4
 SEA  6
@NYY  5
(12)		 KCR  9
@TOR  7
 HOU  2
@CHC  1
 PIT  3
@CIN  2
 MON  4
@LAD  1
(11)		 PHI  7
@SDP  1
 NYM  6
@SFG  2
 STL  8
ATL  0
Standings at end of play this day

Memorial Stadium, Attendance: 20,570

 Wednesday, July 21, 1982, 7:38PM
Time of Game: 2:55
Angels
7
53-40
Lost 1
1st
 
                1  2  3   4  5  6   7  8  9    R  H  E
                -  -  -   -  -  -   -  -  -    -  -  -
Angels          0  1  1   0  0  0   5  0  0    7 11  0
Orioles         0  0  0   1  4  0   1  2  X    8 12  0
W: Sammy Stewart (7-5), L: Andy Hassler (2-1), S: Tippy Martinez (9)
 Orioles
8
48-41
Won 1
3rd, 5 GB

Batting Stats

California Angels            AB   R   H RBI   BB  SO    BA   OPS  Pit  Str   PO   A  Details
B Downing LF                  5   1   1   1    0   0  .286  .842              1   0   2B
R Carew 1B                    3   0   0   0    2   0  .302  .771             10   1   IW
D Baylor DH                   4   0   2   0    1   1  .276  .751              0   0   2B
R Jackson RF                  5   0   1   2    0   1  .267  .856              2   0   
D DeCinces 3B                 3   2   2   0    1   1  .275  .816              0   0   2B
F Lynn CF                     4   1   1   0    0   2  .299  .879              1   0   GDP
B Grich 2B                    4   1   1   1    0   2  .265  .805              3   6   
T Foli SS                     3   0   1   1    0   0  .284  .653              0   4   SH
J Ferguson C                  4   2   2   2    0   0  .222  .572              6   1   HR

K Forsch P                                                                    0   1
  M Mahler P                                                                  0   0
  D Corbett P                                                                 1   1
  A Hassler P                                                                 0   0
Totals                       35   7  11   0    4   7                         24  14
Batting Events
2B: D Baylor (16, off M Flanagan); B Downing (21, off S Stewart); D DeCinces (22, off M Flanagan).
HR: J Ferguson (1, off M Flanagan; 3rd inn, 0 on, 0 outs to LF).
SH: T Foli (17, off S Stewart).
IBB: R Carew (4, by S Stewart).
TB: J Ferguson 5; D Baylor 3; D DeCinces 3; B Downing 2; R Jackson; T Foli; F Lynn; B Grich.
GIDP: F Lynn (6).
RBI: R Jackson 2 (54); J Ferguson 2 (4); B Grich (44); B Downing (37); T Foli (37).
2-out RBI: R Jackson 2; T Foli.
Team LOB: 6.
With RISP: 5 for 11.
Fielding Events
DP: 2. T Foli-B Grich-R Carew; K Forsch-J Ferguson-R Carew.
Baltimore Orioles            AB   R   H RBI   BB  SO    BA   OPS  Pit  Str   PO   A  Details
A Bumbry CF                   4   1   1   0    0   1  .268  .648              3   0   
  G Roenicke PH-CF            0   1   0   0    1   0  .250  .889              1   0   
G Gulliver 3B                 3   1   1   0    1   0  .385 1.062              0   3   
  B Ayala PH                  1   0   1   2    0   0  .308  .892              0   0   2B
  F Rayford 3B                0   0   0   0    0   0  .118  .483              0   1   
K Singleton DH                5   1   1   1    0   2  .271  .763              0   0   
E Murray 1B                   4   2   3   1    1   0  .307  .917              8   0   2B,IW
J Lowenstein LF               4   1   3   2    1   1  .311 1.017              2   1   HR,2B,IW
C Ripken SS                   4   0   2   2    0   1  .278  .804              1   4   2·2B
J Dwyer RF                    1   0   0   0    1   0  .294  .850              2   0   
  D Ford PH-RF                1   0   0   0    1   0  .246  .675              1   0   IW
R Dauer 2B                    3   0   0   0    0   0  .284  .723              1   1   2·GDP
  T Crowley PH                0   0   0   0    1   0  .230  .750              0   0   
  L Sakata PR-2B              0   1   0   0    0   0  .248  .649              0   0   
R Dempsey C                   3   0   0   0    0   0  .216  .618              8   0   SH

M Flanagan P                                                                  0   0
  S Stewart P                                                                 0   0
  T Martinez P                                                                0   0
Totals                       33   8  12   0    7   5                         27  10
Batting Events
2B: E Murray (18, off K Forsch); C Ripken 2 (23, 2 off K Forsch); B Ayala (4, off A Hassler); J Lowenstein (6, off D Corbett).
HR: J Lowenstein (14, off K Forsch; 4th inn, 0 on, 1 out to RF).
SH: R Dempsey (4, off D Corbett).
IBB: E Murray (11, by A Hassler); D Ford (1, by M Mahler); J Lowenstein (7, by K Forsch).
TB: J Lowenstein 7; C Ripken 4; E Murray 4; B Ayala 2; K Singleton; G Gulliver; A Bumbry.
GIDP: R Dauer 2 (9).
RBI: B Ayala 2 (18); J Lowenstein 2 (35); C Ripken 2 (51); K Singleton (51); E Murray (54).
Team LOB: 9.
With RISP: 4 for 13.
Fielding Events
DP: 1. R Dauer-C Ripken-E Murray.

Pitching Stats

California Angels             IP     H   R  ER   BB  SO  HR    ERA   BF  Pit-Str  Ct·Sw·Lk   GB·FB·LD· ?   GmSc  IR-IS   LevI    WPA
K Forsch                       4.1   9   5   5    3   2   1   3.57   24     -       ·  ·      5· 5· 0· 9     24    -     1.39  -0.41
M Mahler                       0     0   0   0    1   0   0   0.00    1     -       ·  ·      0· 0· 0· 0          2-0    0.64  -0.00
D Corbett                      3     2   2   2    1   2   0   5.46   11     -       ·  ·      6· 0· 0· 2          3-0    1.65  -0.02
A Hassler, BS (2), L (2-1)     0.2   1   1   1    2   1   0   1.86    5     -       ·  ·      1· 0· 0· 1          1-1    2.09  -0.48
Totals                         8    12   8   8    7   5   1          41     -       ·  ·     12· 5· 0·12          6-1
M Mahler faced 1 batter in the 5th inning.
Baltimore Orioles             IP     H   R  ER   BB  SO  HR    ERA   BF  Pit-Str  Ct·Sw·Lk   GB·FB·LD· ?   GmSc  IR-IS   LevI    WPA
M Flanagan                     6     7   5   5    2   3   1   3.91   25     -       ·  ·      6· 7· 0· 7     39    -     0.90  -0.17
S Stewart, BS (4), W (7-5)     2.2   4   2   2    2   4   0   4.23   14     -       ·  ·      2· 2· 0· 4          2-2    2.38  -0.40
T Martinez, S (9)              0.1   0   0   0    0   0   0   3.35    1     -       ·  ·      0· 1· 0· 0          2-0    5.92   0.16
Totals                         9    11   7   7    4   7   1          40     -       ·  ·      8·10· 0·11          4-2
M Flanagan faced 3 batters in the 7th inning.
Balks: None.
WP: A Hassler (3).
HBP: None.
IBB: A Hassler (3; E Murray); S Stewart (1; R Carew); M Mahler (1; D Ford); K Forsch (2; J Lowenstein).
Pickoffs: None.

Other Info

Umpires: HP - Bill Kunkel, 1B - Terry Cooney, 2B - Vic Voltaggio, 3B - John Shulock.
Time of Game: 2:55.
Attendance: 20,570.
Field Condition: Unknown.
Start Time Weather: Unknown.

Lineups

   California Angels                         Baltimore Orioles                            
1. Brian Downing                LF       1. Al Bumbry                    CF
2. Rod Carew                    1B       2. Glenn Gulliver               3B
3. Don Baylor                   DH       3. Ken Singleton                DH
4. Reggie Jackson               RF       4. Eddie Murray                 1B
5. Doug DeCinces                3B       5. John Lowenstein              LF
6. Fred Lynn                    CF       6. Cal Ripken                   SS
7. Bobby Grich                  2B       7. Jim Dwyer                    RF
8. Tim Foli                     SS       8. Rich Dauer                   2B
9. Joe Ferguson                  C       9. Rick Dempsey                  C

   Ken Forsch                    P          Mike Flanagan                 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
b8 1 12- RR 48% 88% 6-7 BAL B. Ayala A. Hassler Double; Sakata Scores; Roenicke Scores
t7 2 123 RR -28% 19% 5-5 CAL R. Jackson S. Stewart Single to CF; Ferguson Scores; Downing Scores; Carew to 2B
t7 1 1-3 R -22% 35% 4-5 CAL B. Downing S. Stewart Double to LF; Grich Scores; Ferguson to 3B
b7 1 1-- R 18% 40% 5-7 BAL J. Lowenstein D. Corbett Double; Murray Scores
b2 1 123 OO -17% 39% 0-1 BAL R. Dauer K. Forsch Ground Ball Double Play: P-C-1B

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, Orioles' Mike Flanagan facing 1-2-3
t1 0 --- O 2% 52% 0-0 CAL B. Downing M. Flanagan Groundout: SS-1B
t1 1 --- O 2% 54% 0-0 CAL R. Carew M. Flanagan Groundout: SS-1B
t1 2 --- -1% 53% 0-0 CAL D. Baylor M. Flanagan Walk
t1 2 1-- O 2% 55% 0-0 CAL R. Jackson M. Flanagan Flyball: CF
0 runs, 0 hits, 0 errors, 1 LOB. Angels 0, Orioles 0.
Bottom of the 1st, Orioles Batting, Tied 0-0, Angels' Ken Forsch facing 1-2-3
b1 0 --- O -2% 53% 0-0 BAL A. Bumbry K. Forsch Strikeout
b1 1 --- O -2% 51% 0-0 BAL G. Gulliver K. Forsch Groundout: 2B-1B
b1 2 --- O -1% 50% 0-0 BAL K. Singleton K. Forsch Groundout: 2B-1B
0 runs, 0 hits, 0 errors, 0 LOB. Angels 0, Orioles 0.
Top of the 2nd, Angels Batting, Tied 0-0, Orioles' Mike Flanagan facing 5-6-7
t2 0 --- -6% 44% 0-0 CAL D. DeCinces M. Flanagan Double to LF
t2 0 -2- O 4% 48% 0-0 CAL F. Lynn M. Flanagan Strikeout
t2 1 -2- O 4% 52% 0-0 CAL B. Grich M. Flanagan Groundout: 3B-1B
t2 2 -2- RO -8% 44% 0-0 CAL T. Foli M. Flanagan Single to LF; DeCinces Scores; Foli out at 2B/LF-2B
1 run, 2 hits, 0 errors, 0 LOB. Angels 1, Orioles 0.
Bottom of the 2nd, Orioles Batting, Behind 0-1, Angels' Ken Forsch facing 4-5-6
b2 0 --- 4% 48% 0-1 BAL E. Murray K. Forsch Single to RF
b2 0 1-- 6% 54% 0-1 BAL J. Lowenstein K. Forsch Single to CF; Murray to 2B
b2 0 12- O -6% 48% 0-1 BAL C. Ripken K. Forsch Flyball: 2B
b2 1 12- 7% 55% 0-1 BAL J. Dwyer K. Forsch Walk; Murray to 3B; Lowenstein to 2B
b2 1 123 OO -17% 39% 0-1 BAL R. Dauer K. Forsch Ground Ball Double Play: P-C-1B
0 runs, 2 hits, 0 errors, 2 LOB. Angels 1, Orioles 0.
Top of the 3rd, Angels Batting, Ahead 1-0, Orioles' Mike Flanagan facing 9-1-2
t3 0 --- R -10% 28% 1-0 CAL J. Ferguson M. Flanagan Home Run
t3 0 --- O 2% 30% 2-0 CAL B. Downing M. Flanagan Flyball: CF
t3 1 --- O 1% 31% 2-0 CAL R. Carew M. Flanagan Groundout: SS-1B
t3 2 --- O 1% 32% 2-0 CAL D. Baylor M. Flanagan Flyball: RF
1 run, 1 hit, 0 errors, 0 LOB. Angels 2, Orioles 0.
Bottom of the 3rd, Orioles Batting, Behind 0-2, Angels' Ken Forsch facing 9-1-2
b3 0 --- O -3% 30% 0-2 BAL R. Dempsey K. Forsch Flyball: RF
b3 1 --- O -2% 28% 0-2 BAL A. Bumbry K. Forsch Flyball: LF
b3 2 --- 1% 29% 0-2 BAL G. Gulliver K. Forsch Walk
b3 2 1-- O -3% 27% 0-2 BAL K. Singleton K. Forsch Strikeout
0 runs, 0 hits, 0 errors, 1 LOB. Angels 2, Orioles 0.
Top of the 4th, Angels Batting, Ahead 2-0, Orioles' Mike Flanagan facing 4-5-6
t4 0 --- O 2% 28% 2-0 CAL R. Jackson M. Flanagan Strikeout
t4 1 --- -2% 27% 2-0 CAL D. DeCinces M. Flanagan Walk
t4 1 1-- OO 4% 31% 2-0 CAL F. Lynn M. Flanagan Ground Ball Double Play: 2B-SS-1B
0 runs, 0 hits, 0 errors, 0 LOB. Angels 2, Orioles 0.
Bottom of the 4th, Orioles Batting, Behind 0-2, Angels' Ken Forsch facing 4-5-6
b4 0 --- O -3% 28% 0-2 BAL E. Murray K. Forsch Groundout: 2B-1B
b4 1 --- R 12% 40% 0-2 BAL J. Lowenstein K. Forsch Home Run
b4 1 --- 5% 45% 1-2 BAL C. Ripken K. Forsch Double (LF-CF)
b4 1 -2- O -4% 41% 1-2 BAL J. Dwyer K. Forsch Groundout: 2B-1B; Ripken to 3B
b4 2 --3 O -5% 36% 1-2 BAL R. Dauer K. Forsch Flyball: CF
1 run, 2 hits, 0 errors, 1 LOB. Angels 2, Orioles 1.
Top of the 5th, Angels Batting, Ahead 2-1, Orioles' Mike Flanagan facing 7-8-9
t5 0 --- O 2% 38% 2-1 CAL B. Grich M. Flanagan Strikeout
t5 1 --- O 2% 40% 2-1 CAL T. Foli M. Flanagan Flyball: CF
t5 2 --- O 1% 41% 2-1 CAL J. Ferguson M. Flanagan Flyball: RF
0 runs, 0 hits, 0 errors, 0 LOB. Angels 2, Orioles 1.
Bottom of the 5th, Orioles Batting, Behind 1-2, Angels' Ken Forsch facing 9-1-2
b5 0 --- O -3% 38% 1-2 BAL R. Dempsey K. Forsch Flyball: RF
b5 1 --- 4% 42% 1-2 BAL A. Bumbry K. Forsch Single to CF
b5 1 1-- 10% 51% 1-2 BAL G. Gulliver K. Forsch Single to RF; Bumbry to 3B
b5 1 1-3 R 14% 66% 1-2 BAL K. Singleton K. Forsch Single (LF-CF); Bumbry Scores; Gulliver to 3B
b5 1 1-3 R 14% 79% 2-2 BAL E. Murray K. Forsch Double (CF-RF); Gulliver Scores; Singleton to 3B
b5 1 -23 0% 80% 3-2 BAL J. Lowenstein K. Forsch Intentional Walk
b5 1 123 RR 12% 92% 3-2 BAL C. Ripken K. Forsch Double; Singleton Scores; Murray Scores; Lowenstein to 3B
Mickey Mahler replaces Ken Forsch pitching; Dan Ford pinch hits for Jim Dwyer (RF) batting 7th
b5 1 -23 0% 92% 5-2 BAL D. Ford M. Mahler Intentional Walk
Doug Corbett replaces Mickey Mahler pitching
b5 1 123 OO -6% 87% 5-2 BAL R. Dauer D. Corbett Ground Ball Double Play: SS-2B-1B
4 runs, 5 hits, 0 errors, 2 LOB. Angels 2, Orioles 5.
Top of the 6th, Angels Batting, Behind 2-5, Orioles' Mike Flanagan facing 1-2-3
Dan Ford moves from PH to RF
t6 0 --- O 2% 89% 2-5 CAL B. Downing M. Flanagan Flyball: C
t6 1 --- O 1% 90% 2-5 CAL R. Carew M. Flanagan Flyball: LF
t6 2 --- -2% 89% 2-5 CAL D. Baylor M. Flanagan Double to RF
t6 2 -2- O 3% 91% 2-5 CAL R. Jackson M. Flanagan Groundout: 3B-1B
0 runs, 1 hit, 0 errors, 1 LOB. Angels 2, Orioles 5.
Bottom of the 6th, Orioles Batting, Ahead 5-2, Angels' Doug Corbett facing 9-1-2
b6 0 --- O -1% 91% 5-2 BAL R. Dempsey D. Corbett Groundout: SS-1B
b6 1 --- O -0% 90% 5-2 BAL A. Bumbry D. Corbett Groundout: 2B-1B
b6 2 --- O -0% 90% 5-2 BAL G. Gulliver D. Corbett Groundout: 1B-P
0 runs, 0 hits, 0 errors, 0 LOB. Angels 2, Orioles 5.
Top of the 7th, Angels Batting, Behind 2-5, Orioles' Mike Flanagan facing 5-6-7
t7 0 --- -4% 86% 2-5 CAL D. DeCinces M. Flanagan Single to CF
t7 0 1-- -10% 75% 2-5 CAL F. Lynn M. Flanagan Single to CF; DeCinces to 3B
t7 0 1-3 R -9% 67% 2-5 CAL B. Grich M. Flanagan Single to LF; DeCinces Scores; Lynn to 2B
Sammy Stewart replaces Mike Flanagan pitching
t7 0 12- O 2% 68% 3-5 CAL T. Foli S. Stewart Bunt Groundout: 3B-1B/Sacrifice; Lynn to 3B; Grich to 2B
t7 1 -23 R -12% 57% 3-5 CAL J. Ferguson S. Stewart Single to SS; Lynn Scores; Grich to 3B
t7 1 1-3 R -22% 35% 4-5 CAL B. Downing S. Stewart Double to LF; Grich Scores; Ferguson to 3B
t7 1 -23 -1% 34% 5-5 CAL R. Carew S. Stewart Intentional Walk
t7 1 123 O 12% 47% 5-5 CAL D. Baylor S. Stewart Strikeout
t7 2 123 RR -28% 19% 5-5 CAL R. Jackson S. Stewart Single to CF; Ferguson Scores; Downing Scores; Carew to 2B
t7 2 12- O 3% 22% 7-5 CAL D. DeCinces S. Stewart Strikeout
5 runs, 6 hits, 0 errors, 2 LOB. Angels 7, Orioles 5.
Bottom of the 7th, Orioles Batting, Behind 5-7, Angels' Doug Corbett facing 3-4-5
b7 0 --- O -4% 18% 5-7 BAL K. Singleton D. Corbett Strikeout
b7 1 --- 5% 22% 5-7 BAL E. Murray D. Corbett Single to RF
b7 1 1-- R 18% 40% 5-7 BAL J. Lowenstein D. Corbett Double; Murray Scores
b7 1 -2- O -8% 33% 6-7 BAL C. Ripken D. Corbett Strikeout
b7 2 -2- O -7% 25% 6-7 BAL D. Ford D. Corbett Groundout: SS-1B
1 run, 2 hits, 0 errors, 1 LOB. Angels 7, Orioles 6.
Top of the 8th, Angels Batting, Ahead 7-6, Orioles' Sammy Stewart facing 6-7-8
t8 0 --- O 2% 28% 7-6 CAL F. Lynn S. Stewart Strikeout
t8 1 --- O 2% 29% 7-6 CAL B. Grich S. Stewart Strikeout
t8 2 --- O 1% 30% 7-6 CAL T. Foli S. Stewart Flyball: RF
0 runs, 0 hits, 0 errors, 0 LOB. Angels 7, Orioles 6.
Bottom of the 8th, Orioles Batting, Behind 6-7, Angels' Doug Corbett facing 8-9-1
Terry Crowley pinch hits for Rich Dauer (2B) batting 8th
b8 0 --- 10% 40% 6-7 BAL T. Crowley D. Corbett Walk
Lenn Sakata pinch runs for Terry Crowley (PH) batting 8th
b8 0 1-- O -4% 36% 6-7 BAL R. Dempsey D. Corbett Bunt Groundout: P-2B/Sacrifice; Sakata to 2B
Andy Hassler replaces Doug Corbett pitching; Gary Roenicke pinch hits for Al Bumbry (CF) batting 1st
b8 1 -2- 4% 40% 6-7 BAL G. Roenicke A. Hassler Walk
Benny Ayala pinch hits for Glenn Gulliver (3B) batting 2nd
b8 1 12- RR 48% 88% 6-7 BAL B. Ayala A. Hassler Double; Sakata Scores; Roenicke Scores
b8 1 -2- 2% 90% 8-7 BAL K. Singleton A. Hassler Wild Pitch; Ayala to 3B
b8 1 --3 O -4% 86% 8-7 BAL K. Singleton A. Hassler Groundout: SS-1B
b8 2 --3 0% 87% 8-7 BAL E. Murray A. Hassler Intentional Walk
b8 2 1-3 O -3% 84% 8-7 BAL J. Lowenstein A. Hassler Strikeout
2 runs, 1 hit, 0 errors, 2 LOB. Angels 7, Orioles 8.
Top of the 9th, Angels Batting, Behind 7-8, Orioles' Sammy Stewart facing 9-1-2
Lenn Sakata moves from PR to 2B; Floyd Rayford replaces Benny Ayala (PH) playing 3B batting 2nd; Gary Roenicke moves from PH to CF
t9 0 --- O 7% 91% 7-8 CAL J. Ferguson S. Stewart Groundout: 3B-1B
t9 1 --- O 5% 96% 7-8 CAL B. Downing S. Stewart Flyball: CF
t9 2 --- -4% 92% 7-8 CAL R. Carew S. Stewart Walk
t9 2 1-- -8% 84% 7-8 CAL D. Baylor S. Stewart Single to RF; Carew to 3B
Tippy Martinez replaces Sammy Stewart pitching
t9 2 1-3 O 16% 100% 7-8 CAL R. Jackson T. Martinez Flyball: LF
0 runs, 1 hit, 0 errors, 2 LOB. Angels 7, Orioles 8.

Retrosheet.org Boxscore:BAL198207210

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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