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TEX  7
@BAL  6
BOS 14
@CHW  4

DET  5
CLE  1

CLE  6
@DET  4

MIN  9
SEA  2

NYY  7
MIL  4

CAL  7
@OAK  3

TOR  6
KCR  5

PHI  2
@CHC  1

(12)
CIN  3
SFG  0

ATL  6
@HOU  3

PIT  5
MON  3

SDP  1
LAD  0

STL  6
NYM  3

Standings at end of play this day

Memorial Stadium, Attendance: 30,107

Tuesday, July 31, 1984
Time of Game: 3:12
Rangers
7
45-61
Won 2
7th, 10½ GB
                1  2  3   4  5  6   7  8  9    R  H  E
                -  -  -   -  -  -   -  -  -    -  -  -
Rangers         0  0  0   4  0  0   1  2  0    7  7  0
Orioles         0  1  0   1  3  0   0  0  1    6  9  0
W: Odell Jones (2-4), L: Tippy Martinez (4-7), S: Dave Schmidt (7)
Orioles
6
57-48
Lost 2
3rd, 14½ GB

Batting Stats

Texas Rangers                AB   R   H RBI   BB  SO    BA   OPS  Pit  Str   PO   A  Details
B Sample LF                   3   0   0   0    0   0  .245  .611              4   0   SH
G Ward CF                     4   2   2   1    0   0  .229  .629              3   0   HR
B Bell 3B                     3   1   1   0    1   0  .298  .805              1   2   
L Parrish RF                  3   1   1   2    1   0  .288  .837              0   0   HR,IW
P O'Brien 1B                  4   1   1   2    0   0  .302  .839              7   0   HR
M Foley DH                    3   0   0   0    0   0  .207  .693              0   0   
  A Bannister PH              1   0   0   0    0   0  .273  .824              0   0   
J Kunkel SS                   4   1   1   1    0   1  .286  .764              1   4   HR
N Yost C                      4   0   0   0    0   0  .163  .451             10   1   
C Wilkerson 2B                4   1   1   0    0   1  .258  .573              1   1   

D Stewart P                                                                   0   0
  M Mason P                                                                   0   0
  O Jones P                                                                   0   0
  D Schmidt P                                                                 0   0
Totals                       33   7   7   0    2   2                         27   8
Batting Events
HR: P O'Brien (14, off D Martinez; 4th inn, 0 on, 1 out); J Kunkel (1, off D Martinez; 7th inn, 0 on, 2 outs); G Ward (9, off D Martinez; 4th inn, 0 on, 1 out); L Parrish (18, off D Martinez; 4th inn, 1 on, 1 out).
SH: B Sample (2, off T Martinez).
IBB: L Parrish (5, by T Martinez).
TB: G Ward 5; L Parrish 4; J Kunkel 4; P O'Brien 4; B Bell; C Wilkerson.
RBI: P O'Brien 2 (61); L Parrish 2 (70); J Kunkel (2); G Ward (34).
2-out RBI: J Kunkel.
Team LOB: 2.
With RISP: 1 for 3.
Baltimore Orioles            AB   R   H RBI   BB  SO    BA   OPS  Pit  Str   PO   A  Details
A Bumbry CF                   2   1   0   0    1   0  .252  .581              1   0   
  J Shelby PH-CF              1   0   1   0    1   0  .187  .519              2   0   SB
D Ford RF                     4   0   0   0    0   4  .232  .598              5   0   
  M Young PH-RF               1   0   0   0    0   0  .229  .705              0   0   
C Ripken SS                   3   1   1   1    2   0  .314  .915              0   2   2B
E Murray 1B                   4   1   1   0    1   1  .308  .929              7   2   2B,SB,IW
J Lowenstein DH               2   1   1   0    0   0  .237  .697              0   0   
  B Ayala PH                  1   0   1   2    0   0  .176  .531              0   0   SB
  K Singleton PH              2   0   1   1    0   0  .220  .559              0   0   
  T Cruz PR                   0   0   0   0    0   0  .224  .578              0   0   
W Gross 3B                    2   0   0   0    0   1  .215  .787              0   0   
  F Rayford PH-3B             2   0   0   0    0   2  .285  .742              2   0   SH
G Roenicke LF                 4   1   1   1    1   0  .232  .729              2   0   HR
R Dauer 2B                    4   0   2   1    0   0  .254  .642              3   3   2B
  L Sakata PR-2B              1   0   0   0    0   0  .181  .437              0   1   
R Dempsey C                   2   1   0   0    1   2  .223  .618              3   0   SB,HBP

D Martinez P                                                                  2   0
  T Martinez P                                                                0   1
Totals                       35   6   9   0    7  10                         27   9
Batting Events
2B: E Murray (16, off O Jones); C Ripken (23, off D Stewart); R Dauer (19, off D Stewart).
HR: G Roenicke (7, off D Stewart; 4th inn, 0 on, 2 outs).
SH: F Rayford (2, off D Schmidt).
IBB: E Murray (17, by D Stewart).
HBP: R Dempsey (1, by D Stewart).
TB: G Roenicke 4; R Dauer 3; C Ripken 2; E Murray 2; K Singleton; B Ayala; J Lowenstein; J Shelby.
RBI: B Ayala 2 (16); R Dauer (18); G Roenicke (28); K Singleton (16); C Ripken (56).
2-out RBI: G Roenicke.
Team LOB: 11.
With RISP: 4 for 15.
Baserunning Events
SB: E Murray (5, 3rd base off M Mason/N Yost); R Dempsey (1, 3rd base off M Mason/N Yost); J Shelby (8, 2nd base off M Mason/N Yost); B Ayala (1, 2nd base off M Mason/N Yost).

Pitching Stats

Texas Rangers                 IP     H   R  ER   BB  SO  HR    ERA   BF  Pit-Str  Ct·Sw·Lk   GB·FB·LD· ?   GmSc  IR-IS   LevI    WPA
D Stewart                      4.1   4   5   5    4   5   1   5.57   22     -       ·  ·      3· 5· 1· 4     36    -     1.21  -0.29
M Mason                        1.1   1   0   0    2   2   0   2.89    7     -       ·  ·      2· 0· 0· 1          3-2    1.63  -0.12
O Jones, W (2-4)               2.1   4   1   1    1   3   0   3.55   12     -       ·  ·      2· 2· 0· 4          2-0    2.34  -0.01
D Schmidt, S (7)               1     0   0   0    0   0   0   2.34    3     -       ·  ·      1· 2· 0· 0          1-0    5.17   0.33
Totals                         9     9   6   6    7  10   1          44     -       ·  ·      8· 9· 1· 9          6-2 
O Jones faced 2 batters in the 9th 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
D Martinez                     7     5   5   5    0   2   4   4.28   26     -       ·  ·      6·13· 0· 5     49    -     0.81  -0.27
T Martinez, L (4-7)            2     2   2   2    2   0   0   3.59   10     -       ·  ·      3· 3· 1· 2          0-0    1.96  -0.33
Totals                         9     7   7   7    2   2   4          36     -       ·  ·      9·16· 1· 7           -  
Balks: None.
WP: T Martinez (12).
HBP: D Stewart (3; R Dempsey).
IBB: T Martinez (10; L Parrish); D Stewart (3; E Murray).
Pickoffs: None.

Other Info

Umpires: HP - Rick Reed, 1B - Jerry Neudecker, 2B - Dave Phillips, 3B - Steve Palermo.
Time of Game: 3:12.
Attendance: 30,107.
Field Condition: Unknown.
Start Time Weather: Unknown.

Lineups

   Texas Rangers                             Baltimore Orioles                            
1. Bill Sample                  LF       1. Al Bumbry                    CF
2. Gary Ward                    CF       2. Dan Ford                     RF
3. Buddy Bell                   3B       3. Cal Ripken                   SS
4. Larry Parrish                RF       4. Eddie Murray                 1B
5. Pete O'Brien                 1B       5. John Lowenstein              DH
6. Marv Foley                   DH       6. Wayne Gross                  3B
7. Jeff Kunkel                  SS       7. Gary Roenicke                LF
8. Ned Yost                      C       8. Rich Dauer                   2B
9. Curtis Wilkerson             2B       9. Rick Dempsey                  C

   Dave Stewart                  P          Dennis Martinez               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
t4 1 1-- RR 22% 72% 1-1 TEX L. Parrish D. Martinez Home Run; Bell Scores
b5 1 12- R -21% 46% 2-4 BAL C. Ripken D. Stewart Double; Dempsey Scores; Bumbry to 3B
t7 2 --- R 21% 43% 4-5 TEX J. Kunkel D. Martinez Home Run
b5 1 123 RR -19% 25% 3-4 BAL B. Ayala M. Mason Single; Bumbry Scores; Ripken Scores; Murray to 2B
t8 1 123 R 15% 84% 5-5 TEX L. Parrish T. Martinez Wild Pitch; Wilkerson Scores; Ward to 3B; Bell to 2B

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, Rangers Batting, Tied 0-0, Orioles' Dennis Martinez facing 1-2-3
t1 0 --- O -2% 48% 0-0 TEX B. Sample D. Martinez Flyball: C
t1 1 --- O -1% 46% 0-0 TEX G. Ward D. Martinez Flyball: RF
t1 2 --- O -1% 45% 0-0 TEX B. Bell D. Martinez Flyball: RF
0 runs, 0 hits, 0 errors, 0 LOB. Rangers 0, Orioles 0.
Bottom of the 1st, Orioles Batting, Tied 0-0, Rangers' Dave Stewart facing 1-2-3
b1 0 --- O 2% 48% 0-0 BAL A. Bumbry D. Stewart Flyball: CF
b1 1 --- O 1% 49% 0-0 BAL D. Ford D. Stewart Strikeout
b1 2 --- -1% 48% 0-0 BAL C. Ripken D. Stewart Walk
b1 2 1-- O 2% 50% 0-0 BAL E. Murray D. Stewart Lineout: LF
0 runs, 0 hits, 0 errors, 1 LOB. Rangers 0, Orioles 0.
Top of the 2nd, Rangers Batting, Tied 0-0, Orioles' Dennis Martinez facing 4-5-6
t2 0 --- O -2% 48% 0-0 TEX L. Parrish D. Martinez Groundout: SS-1B
t2 1 --- O -1% 46% 0-0 TEX P. O'Brien D. Martinez Flyball: LF
t2 2 --- O -1% 45% 0-0 TEX M. Foley D. Martinez Groundout: 1B-P
0 runs, 0 hits, 0 errors, 0 LOB. Rangers 0, Orioles 0.
Bottom of the 2nd, Orioles Batting, Tied 0-0, Rangers' Dave Stewart facing 5-6-7
b2 0 --- -4% 41% 0-0 BAL J. Lowenstein D. Stewart Single
b2 0 1-- O 4% 45% 0-0 BAL W. Gross D. Stewart Flyball: SS
b2 1 1-- -4% 41% 0-0 BAL G. Roenicke D. Stewart Walk; Lowenstein to 2B
b2 1 12- R -15% 26% 0-0 BAL R. Dauer D. Stewart Double; Lowenstein Scores; Roenicke to 3B
b2 1 -23 O 7% 33% 1-0 BAL R. Dempsey D. Stewart Strikeout
b2 2 -23 O 5% 38% 1-0 BAL A. Bumbry D. Stewart Flyball: LF
1 run, 2 hits, 0 errors, 2 LOB. Rangers 0, Orioles 1.
Top of the 3rd, Rangers Batting, Behind 0-1, Orioles' Dennis Martinez facing 7-8-9
t3 0 --- O -3% 36% 0-1 TEX J. Kunkel D. Martinez Strikeout
t3 1 --- O -2% 34% 0-1 TEX N. Yost D. Martinez Flyball: 1B
t3 2 --- O -1% 33% 0-1 TEX C. Wilkerson D. Martinez Strikeout
0 runs, 0 hits, 0 errors, 0 LOB. Rangers 0, Orioles 1.
Bottom of the 3rd, Orioles Batting, Ahead 1-0, Rangers' Dave Stewart facing 2-3-4
b3 0 --- O 2% 35% 1-0 BAL D. Ford D. Stewart Strikeout
b3 1 --- O 1% 36% 1-0 BAL C. Ripken D. Stewart Groundout: SS-1B
b3 2 --- O 1% 37% 1-0 BAL E. Murray D. Stewart Flyball: CF
0 runs, 0 hits, 0 errors, 0 LOB. Rangers 0, Orioles 1.
Top of the 4th, Rangers Batting, Behind 0-1, Orioles' Dennis Martinez facing 1-2-3
t4 0 --- O -3% 34% 0-1 TEX B. Sample D. Martinez Flyball: CF
t4 1 --- R 13% 47% 0-1 TEX G. Ward D. Martinez Home Run
t4 1 --- 3% 50% 1-1 TEX B. Bell D. Martinez Single
t4 1 1-- RR 22% 72% 1-1 TEX L. Parrish D. Martinez Home Run; Bell Scores
t4 1 --- R 9% 81% 3-1 TEX P. O'Brien D. Martinez Home Run
t4 1 --- O -1% 80% 4-1 TEX M. Foley D. Martinez Groundout: 1B-P
t4 2 --- O -1% 80% 4-1 TEX J. Kunkel D. Martinez Flyball: RF
4 runs, 4 hits, 0 errors, 0 LOB. Rangers 4, Orioles 1.
Bottom of the 4th, Orioles Batting, Behind 1-4, Rangers' Dave Stewart facing 5-6-7
b4 0 --- O 2% 82% 1-4 BAL J. Lowenstein D. Stewart Groundout: 2B-1B
b4 1 --- O 2% 83% 1-4 BAL W. Gross D. Stewart Strikeout
b4 2 --- R -9% 75% 1-4 BAL G. Roenicke D. Stewart Home Run
b4 2 --- O 1% 76% 2-4 BAL R. Dauer D. Stewart Groundout: 3B-1B
1 run, 1 hit, 0 errors, 0 LOB. Rangers 4, Orioles 2.
Top of the 5th, Rangers Batting, Ahead 4-2, Orioles' Dennis Martinez facing 8-9-1
t5 0 --- O -2% 74% 4-2 TEX N. Yost D. Martinez Flyball: 2B
t5 1 --- O -1% 73% 4-2 TEX C. Wilkerson D. Martinez Flyball: LF
t5 2 --- O -1% 72% 4-2 TEX B. Sample D. Martinez Groundout: SS-1B
0 runs, 0 hits, 0 errors, 0 LOB. Rangers 4, Orioles 2.
Bottom of the 5th, Orioles Batting, Behind 2-4, Rangers' Dave Stewart facing 9-1-2
b5 0 --- -5% 67% 2-4 BAL R. Dempsey D. Stewart Hit By Pitch
b5 0 1-- -8% 59% 2-4 BAL A. Bumbry D. Stewart Walk; Dempsey to 2B
b5 0 12- O 8% 66% 2-4 BAL D. Ford D. Stewart Strikeout
b5 1 12- R -21% 46% 2-4 BAL C. Ripken D. Stewart Double; Dempsey Scores; Bumbry to 3B
b5 1 -23 -1% 44% 3-4 BAL E. Murray D. Stewart Intentional Walk
Mike Mason replaces Dave Stewart pitching; Benny Ayala pinch hits for John Lowenstein (DH) batting 5th
b5 1 123 RR -19% 25% 3-4 BAL B. Ayala M. Mason Single; Bumbry Scores; Ripken Scores; Murray to 2B
Floyd Rayford pinch hits for Wayne Gross (3B) batting 6th
b5 1 12- -3% 22% 5-4 BAL F. Rayford M. Mason Murray Steals 3B
b5 1 1-3 -2% 20% 5-4 BAL F. Rayford M. Mason Ayala Steals 2B
b5 1 -23 O 7% 28% 5-4 BAL F. Rayford M. Mason Strikeout
b5 2 -23 O 5% 33% 5-4 BAL G. Roenicke M. Mason Groundout: SS-1B
3 runs, 2 hits, 0 errors, 2 LOB. Rangers 4, Orioles 5.
Top of the 6th, Rangers Batting, Behind 4-5, Orioles' Dennis Martinez facing 2-3-4
Floyd Rayford moves from PH to 3B
t6 0 --- O -4% 30% 4-5 TEX G. Ward D. Martinez Flyball: RF
t6 1 --- O -2% 27% 4-5 TEX B. Bell D. Martinez Flyball: 2B
t6 2 --- O -2% 25% 4-5 TEX L. Parrish D. Martinez Flyball: RF
0 runs, 0 hits, 0 errors, 0 LOB. Rangers 4, Orioles 5.
Bottom of the 6th, Orioles Batting, Ahead 5-4, Rangers' Mike Mason facing 8-9-1
b6 0 --- O 2% 27% 5-4 BAL R. Dauer M. Mason Groundout: 3B-1B
b6 1 --- -2% 25% 5-4 BAL R. Dempsey M. Mason Walk
John Shelby pinch hits for Al Bumbry (CF) batting 1st
b6 1 1-- -3% 22% 5-4 BAL J. Shelby M. Mason Walk; Dempsey to 2B
b6 1 12- -3% 19% 5-4 BAL D. Ford M. Mason Dempsey Steals 3B
b6 1 1-3 -2% 17% 5-4 BAL D. Ford M. Mason Shelby Steals 2B
b6 1 -23 O 7% 25% 5-4 BAL D. Ford M. Mason Strikeout
Odell Jones replaces Mike Mason pitching
b6 2 -23 -1% 24% 5-4 BAL C. Ripken O. Jones Walk
b6 2 123 O 6% 30% 5-4 BAL E. Murray O. Jones Strikeout
0 runs, 0 hits, 0 errors, 3 LOB. Rangers 4, Orioles 5.
Top of the 7th, Rangers Batting, Behind 4-5, Orioles' Dennis Martinez facing 5-6-7
John Shelby moves from PH to CF
t7 0 --- O -4% 26% 4-5 TEX P. O'Brien D. Martinez Flyball: 3B
t7 1 --- O -3% 23% 4-5 TEX M. Foley D. Martinez Groundout: 2B-1B
t7 2 --- R 21% 43% 4-5 TEX J. Kunkel D. Martinez Home Run
t7 2 --- O -2% 41% 5-5 TEX N. Yost D. Martinez Groundout: 2B-1B
1 run, 1 hit, 0 errors, 0 LOB. Rangers 5, Orioles 5.
Bottom of the 7th, Orioles Batting, Tied 5-5, Rangers' Odell Jones facing 5-6-7
Ken Singleton pinch hits for Benny Ayala (DH) batting 5th
b7 0 --- O 4% 45% 5-5 BAL K. Singleton O. Jones Flyball: LF
b7 1 --- O 3% 48% 5-5 BAL F. Rayford O. Jones Strikeout
b7 2 --- O 2% 50% 5-5 BAL G. Roenicke O. Jones Groundout: SS-1B
0 runs, 0 hits, 0 errors, 0 LOB. Rangers 5, Orioles 5.
Top of the 8th, Rangers Batting, Tied 5-5, Orioles' Tippy Martinez facing 9-1-2
Tippy Martinez replaces Dennis Martinez pitching
t8 0 --- 7% 57% 5-5 TEX C. Wilkerson T. Martinez Single
t8 0 1-- O -2% 54% 5-5 TEX B. Sample T. Martinez Bunt Groundout: P-2B/Sacrifice; Wilkerson to 2B
t8 1 -2- 10% 65% 5-5 TEX G. Ward T. Martinez Single; Wilkerson to 3B
t8 1 1-3 4% 68% 5-5 TEX B. Bell T. Martinez Walk; Ward to 2B
t8 1 123 R 15% 84% 5-5 TEX L. Parrish T. Martinez Wild Pitch; Wilkerson Scores; Ward to 3B; Bell to 2B
t8 1 -23 0% 84% 6-5 TEX L. Parrish T. Martinez Intentional Walk
t8 1 123 RO 3% 87% 6-5 TEX P. O'Brien T. Martinez Groundout: 2B-1B; Ward Scores; Bell to 3B; Parrish to 2B
Alan Bannister pinch hits for Marv Foley (DH) batting 6th
t8 2 -23 O -3% 84% 7-5 TEX A. Bannister T. Martinez Flyball: CF
2 runs, 2 hits, 0 errors, 2 LOB. Rangers 7, Orioles 5.
Bottom of the 8th, Orioles Batting, Behind 5-7, Rangers' Odell Jones facing 8-9-1
b8 0 --- -8% 77% 5-7 BAL R. Dauer O. Jones Single
Lenn Sakata pinch runs for Rich Dauer (2B) batting 8th
b8 0 1-- O 7% 83% 5-7 BAL R. Dempsey O. Jones Strikeout
b8 1 1-- -8% 75% 5-7 BAL J. Shelby O. Jones Single; Sakata to 2B
Mike Young pinch hits for Dan Ford (RF) batting 2nd
b8 1 12- O 9% 85% 5-7 BAL M. Young O. Jones Flyball: LF
b8 2 12- O 8% 93% 5-7 BAL C. Ripken O. Jones Groundout: SS-1B
0 runs, 2 hits, 0 errors, 2 LOB. Rangers 7, Orioles 5.
Top of the 9th, Rangers Batting, Ahead 7-5, Orioles' Tippy Martinez facing 7-8-9
Lenn Sakata moves from PR to 2B; Mike Young moves from PH to RF
t9 0 --- O -1% 92% 7-5 TEX J. Kunkel T. Martinez Lineout: 3B
t9 1 --- O -1% 92% 7-5 TEX N. Yost T. Martinez Flyball: CF
t9 2 --- O -0% 91% 7-5 TEX C. Wilkerson T. Martinez Groundout: 2B-1B
0 runs, 0 hits, 0 errors, 0 LOB. Rangers 7, Orioles 5.
Bottom of the 9th, Orioles Batting, Behind 5-7, Rangers' Odell Jones facing 4-5-6
b9 0 --- -11% 81% 5-7 BAL E. Murray O. Jones Double
b9 0 -2- R -14% 67% 5-7 BAL K. Singleton O. Jones Single; Murray Scores
Dave Schmidt replaces Odell Jones pitching; Todd Cruz pinch runs for Ken Singleton (DH) batting 5th
b9 0 1-- O 5% 72% 6-7 BAL F. Rayford D. Schmidt Bunt Groundout: C-2B/Sacrifice; Cruz to 2B
b9 1 -2- O 14% 86% 6-7 BAL G. Roenicke D. Schmidt Flyball: 3B
b9 2 -2- O 14% 100% 6-7 BAL L. Sakata D. Schmidt Flyball: CF
1 run, 2 hits, 0 errors, 1 LOB. Rangers 7, Orioles 6.

Retrosheet.org Boxscore:BAL198407310

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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