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OAK  3
@LAA  2

SEA  2
@BAL  1
BOS  6
CLE  5

KCR  7
CHW  3

TEX 10
@MIN  2

NYY  7
TOR  2

DET  8
@TBD  3

LAD  5
@CIN  3

COL  8
MIL  2

NYM  6
@FLA  5

ATL  3
@PIT  2

HOU  7
@SDP  1

SFG  8
WSN  6

PHI 16
@STL  8

Standings at end of play this day

Oriole Park at Camden Yards, Attendance: 17,682

Wednesday, August 2, 2006, 3:07PM
Time of Game: 3:01
Mariners
2
53-54
Won 1
4th, 3½ GB
                1  2  3   4  5  6   7  8  9    R  H  E
                -  -  -   -  -  -   -  -  -    -  -  -
Mariners        2  0  0   0  0  0   0  0  0    2  6  1
Orioles         0  0  0   0  0  1   0  0  0    1  6  1
W: Felix Hernandez (10-9), L: Erik Bedard (12-7), S: J.J. Putz (23)
Orioles
1
49-60
Lost 1
4th, 16½ GB

Batting Stats

Seattle Mariners             AB   R   H RBI   BB  SO    BA   OPS  Pit  Str   PO   A  Details
I Suzuki RF                   5   0   1   0    0   0  .338  .819   19   15    0   0   
J Lopez 2B                    5   1   2   0    0   0  .278  .745   15    9    1  10   
A Beltre 3B                   4   1   1   2    0   1  .262  .746   20   16    1   0   HR
R Ibanez LF                   2   0   0   0    2   1  .274  .855   20    9    1   0   
R Sexson 1B                   4   0   0   0    0   2  .223  .735   18   10   12   0   
E Perez DH                    3   0   1   0    1   0  .285  .904   11    5    0   0   
Y Betancourt SS               4   0   0   0    0   0  .300  .730   10    8    4   4   
R Rivera C                    4   0   0   0    0   1  .159  .514   14   10    8   0   
W Bloomquist CF               3   0   1   0    1   0  .248  .607   17    8    0   0   SB

F Hernandez P                                                                 0   0
  M Lowe P                                                                    0   0
  G Sherrill P                                                                0   0
  J Putz P                                                                    0   0
Totals                       34   2   6   0    4   5              144   90   27  14
Batting Events
HR: A Beltre (10, off E Bedard; 1st inn, 1 on, 1 out to LF).
TB: A Beltre 4; J Lopez 2; W Bloomquist; E Perez; I Suzuki.
RBI: A Beltre 2 (47).
Team LOB: 9.
With RISP: 0 for 6.
Fielding Events
DP: 2. J Lopez-Y Betancourt; J Lopez-Y Betancourt-R Sexson.
E: M Lowe ().
Baserunning Events
SB: W Bloomquist (9, 2nd base off C Britton/R Hernandez).
Baltimore Orioles            AB   R   H RBI   BB  SO    BA   OPS  Pit  Str   PO   A  Details
B Roberts 2B                  4   0   1   0    0   2  .298  .781   18   13    1   1   
  C Gomez 2B                  0   0   0   0    0   0  .226  .630              0   1   
B Fahey LF                    3   0   0   0    1   2  .271  .699   14    9    0   0   
M Mora 3B                     2   1   1   0    2   0  .289  .771   14    5    2   6   
M Tejada SS                   3   0   0   0    1   0  .328  .894   15    9    2   1   
J Gibbons DH                  3   0   1   1    1   0  .288  .847   11    6    0   0   
J Conine 1B                   4   0   0   0    0   1  .262  .729   20   11    7   0   GDP
C Patterson CF                4   0   1   0    0   1  .283  .736   14   10    4   0   3B
R Hernandez C                 4   0   1   0    0   1  .262  .774   15   10    5   0   
N Markakis RF                 4   0   1   0    0   1  .297  .763   16   12    5   0   

E Bedard P                                                                    1   1
  J Manon P                                                                   0   0
  C Britton P                                                                 0   0
  T Williams P                                                                0   0
  T Byrdak P                                                                  0   0
  C Ray P                                                                     0   0
Totals                       31   1   6   0    5   8              137   85   27  10
Batting Events
3B: C Patterson (2, off F Hernandez).
TB: C Patterson 3; N Markakis; R Hernandez; B Roberts; M Mora; J Gibbons.
GIDP: J Conine (9).
RBI: J Gibbons (32).
Team LOB: 8.
With RISP: 1 for 8.
Fielding Events
E: J Conine (3).
Baserunning Events
Pickoffs: N Markakis (1st base by M Lowe).

Pitching Stats

Seattle Mariners              IP     H   R  ER   BB  SO  HR    ERA   BF  Pit-Str  Ct·Sw·Lk   GB·FB·LD· ?   GmSc  IR-IS   LevI    WPA
F Hernandez, W (10-9)          5     4   1   1    4   4   0   4.49   22   88-53   32· 3·18   10· 4· 3· 0     55    -     1.27   0.15
M Lowe, H (5)                  2.1   2   0   0    1   3   0   0.00    9   34-20   10· 2· 8    3· 2· 2· 0          2-1    2.65   0.28
G Sherrill, H (12)             0.1   0   0   0    0   0   0   2.90    1    1-1     1· 0· 0    1· 0· 0· 0          0-0    1.92   0.05
J Putz, S (23)                 1.1   0   0   0    0   1   0   2.26    4   10-8     6· 1· 1    3· 0· 0· 0          0-0    2.41   0.25
Totals                         9     6   1   1    5   8   0          36  133-82   49· 6·27   17· 6· 5· 0          2-1 
F Hernandez faced 2 batters in the 6th 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
E Bedard, L (12-7)             5.1   4   2   2    3   5   1   3.85   24   93-57   34· 8·15    9· 7· 2· 0     54    -     0.74   0.00
J Manon                        0.2   0   0   0    0   0   0   2.79    2    7-4     4· 0· 0    0· 2· 0· 0          2-0    1.46   0.07
C Britton                      2     0   0   0    1   0   0   2.47    7   23-16   10· 2· 4    0· 6· 1· 0          0-0    1.13   0.12
T Williams                     0.2   1   0   0    0   0   0   4.91    3   11-7     4· 0· 3    3· 0· 0· 0          0-0    0.57   0.02
T Byrdak                       0     1   0   0    0   0   0  15.75    1    7-5     3· 1· 1    1· 0· 0· 0          1-0    0.72  -0.02
C Ray                          0.1   0   0   0    0   0   0   3.30    1    2-1     1· 0· 0    1· 0· 0· 0          2-0    1.50   0.04
Totals                         9     6   2   2    4   5   1          38  143-90   56·11·23   14·15· 3· 0          5-0 
T Byrdak faced 1 batter in the 9th inning.
Balks: None.
WP: None.
HBP: None.
IBB: None.
Pickoffs: M Lowe (0; N Markakis, 1st base).

Other Info

Umpires: HP - Mark Wegner, 1B - Marvin Hudson, 2B - Jerry Layne, 3B - Bob Davidson.
Time of Game: 3:01.
Attendance: 17,682.
Field Condition: Unknown.
Start Time Weather: 102° F, Wind 9mph from Right to Left, Sunny.

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
t1 1 1-- RR 9,(2-2)  16% 66% 0-0 SEA A. Beltre E. Bedard Home Run (Line Drive); Lopez Scores
b6 1 12- OO 2,(0-1)  15% 68% 1-2 BAL C. Patterson M. Lowe Line Drive Double Play: 2B; Tejada out at 2B/2B-SS
b6 0 12- R 2,(0-1)  -14% 44% 0-2 BAL J. Gibbons M. Lowe Single to CF (Ground Ball); Mora Scores; Tejada to 2B
b4 0 1-- OO 5,(2-2)  10% 73% 0-2 BAL J. Conine F. Hernandez Ground Ball Double Play: 2B-SS-1B
b7 2 12- O 2,(1-0)  9% 74% 1-2 BAL M. Mora M. Lowe Groundout: 3B unassisted/Forceout at 3B (Deep 3B); Fahey 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, Mariners Batting, Tied 0-0, Orioles' Erik Bedard facing 1-2-3
t1 0 --- O 2,(0-1)  -2% 48% 0-0 SEA I. Suzuki E. Bedard Flyball: RF
t1 1 --- 3,(1-1)  2% 50% 0-0 SEA J. Lopez E. Bedard Single to LF (Ground Ball)
t1 1 1-- RR 9,(2-2)  16% 66% 0-0 SEA A. Beltre E. Bedard Home Run (Line Drive); Lopez Scores
t1 1 --- O 6,(3-2)  -1% 65% 2-0 SEA R. Ibanez E. Bedard Strikeout Swinging
t1 2 --- O 5,(3-1)  -1% 64% 2-0 SEA R. Sexson E. Bedard Groundout: 3B-1B
2 runs, 2 hits, 0 errors, 0 LOB. Mariners 2, Orioles 0.
Bottom of the 1st, Orioles Batting, Behind 0-2, Mariners' Felix Hernandez facing 1-2-3
b1 0 --- O 2,(0-1)  2% 66% 0-2 BAL B. Roberts F. Hernandez Groundout: 2B-1B
b1 1 --- O 2,(0-1)  2% 68% 0-2 BAL B. Fahey F. Hernandez Lineout: SS
b1 2 --- 2,(0-1)  -1% 67% 0-2 BAL M. Mora F. Hernandez Single to CF (Line Drive)
b1 2 1-- O 2,(0-1)  2% 69% 0-2 BAL M. Tejada F. Hernandez Groundout: 1B unassisted
0 runs, 1 hit, 0 errors, 1 LOB. Mariners 2, Orioles 0.
Top of the 2nd, Mariners Batting, Ahead 2-0, Orioles' Erik Bedard facing 6-7-8
t2 0 --- 2,(1-0)  3% 72% 2-0 SEA E. Perez E. Bedard Single to LF (Ground Ball)
t2 0 1-- O 1,(0-0)  -3% 69% 2-0 SEA Y. Betancourt E. Bedard Flyball: RF
t2 1 1-- O 4,(1-2)  -2% 67% 2-0 SEA R. Rivera E. Bedard Strikeout Swinging
t2 2 1-- O 4,(1-2)  -2% 65% 2-0 SEA W. Bloomquist E. Bedard Flyball: RF (RF Line)
0 runs, 1 hit, 0 errors, 1 LOB. Mariners 2, Orioles 0.
Bottom of the 2nd, Orioles Batting, Behind 0-2, Mariners' Felix Hernandez facing 5-6-7
b2 0 --- O 2,(1-0)  3% 68% 0-2 BAL J. Gibbons F. Hernandez Flyball: LF
b2 1 --- O 7,(3-2)  2% 69% 0-2 BAL J. Conine F. Hernandez Groundout: 2B-1B
b2 2 --- O 5,(2-2)  1% 71% 0-2 BAL C. Patterson F. Hernandez Strikeout Looking
0 runs, 0 hits, 0 errors, 0 LOB. Mariners 2, Orioles 0.
Top of the 3rd, Mariners Batting, Ahead 2-0, Orioles' Erik Bedard facing 1-2-3
t3 0 --- O 1,(0-0)  -2% 69% 2-0 SEA I. Suzuki E. Bedard Popfly: SS (Short CF)
t3 1 --- 3,(1-1)  2% 71% 2-0 SEA J. Lopez E. Bedard Single to CF (Line Drive)
t3 1 1-- O 5,(1-2)  -2% 68% 2-0 SEA A. Beltre E. Bedard Flyball: CF
t3 2 1-- 5,(3-1)  2% 70% 2-0 SEA R. Ibanez E. Bedard Walk; Lopez to 2B
t3 2 12- O 6,(3-2)  -4% 66% 2-0 SEA R. Sexson E. Bedard Strikeout Looking
0 runs, 1 hit, 0 errors, 2 LOB. Mariners 2, Orioles 0.
Bottom of the 3rd, Orioles Batting, Behind 0-2, Mariners' Felix Hernandez facing 8-9-1
b3 0 --- 6,(3-2)  -4% 62% 0-2 BAL R. Hernandez F. Hernandez Single to CF (Line Drive)
b3 0 1-- O 6,(1-2)  4% 66% 0-2 BAL N. Markakis F. Hernandez Groundout: 2B-SS/Forceout at 2B; Markakis to 1B
b3 1 1-- 2,(1-0)  -4% 62% 0-2 BAL B. Roberts F. Hernandez Single to RF (Ground Ball); Markakis to 2B
b3 1 12- O 4,(0-2)  5% 67% 0-2 BAL B. Fahey F. Hernandez Strikeout Looking
b3 2 12- 4,(3-0)  -4% 63% 0-2 BAL M. Mora F. Hernandez Walk; Markakis to 3B; Roberts to 2B
b3 2 123 O 4,(0-2)  9% 72% 0-2 BAL M. Tejada F. Hernandez Groundout: 2B-1B
0 runs, 2 hits, 0 errors, 3 LOB. Mariners 2, Orioles 0.
Top of the 4th, Mariners Batting, Ahead 2-0, Orioles' Erik Bedard facing 6-7-8
t4 0 --- O 1,(0-0)  -2% 70% 2-0 SEA E. Perez E. Bedard Groundout: 3B-1B
t4 1 --- O 5,(1-2)  -1% 69% 2-0 SEA Y. Betancourt E. Bedard Groundout: SS-1B
t4 2 --- 2,(0-1)  1% 70% 2-0 SEA R. Rivera E. Bedard Reached on E3 (catch) (Ground Ball to Front of Home to P)
t4 2 1-- O 3,(1-1)  -2% 68% 2-0 SEA W. Bloomquist E. Bedard Groundout: 3B-2B/Forceout at 2B (Deep 3B)
0 runs, 0 hits, 1 error, 1 LOB. Mariners 2, Orioles 0.
Bottom of the 4th, Orioles Batting, Behind 0-2, Mariners' Felix Hernandez facing 5-6-7
b4 0 --- 6,(3-2)  -5% 63% 0-2 BAL J. Gibbons F. Hernandez Walk
b4 0 1-- OO 5,(2-2)  10% 73% 0-2 BAL J. Conine F. Hernandez Ground Ball Double Play: 2B-SS-1B
b4 2 --- 5,(2-2)  -3% 70% 0-2 BAL C. Patterson F. Hernandez Triple to RF (Ground Ball thru Deep RF)
b4 2 --3 O 2,(0-1)  4% 74% 0-2 BAL R. Hernandez F. Hernandez Groundout: SS-1B
0 runs, 1 hit, 0 errors, 1 LOB. Mariners 2, Orioles 0.
Top of the 5th, Mariners Batting, Ahead 2-0, Orioles' Erik Bedard facing 1-2-3
t5 0 --- O 6,(2-2)  -2% 72% 2-0 SEA I. Suzuki E. Bedard Groundout: 2B-P
t5 1 --- O 1,(0-0)  -1% 71% 2-0 SEA J. Lopez E. Bedard Groundout: 3B-1B
t5 2 --- O 5,(1-2)  -1% 70% 2-0 SEA A. Beltre E. Bedard Strikeout Swinging
0 runs, 0 hits, 0 errors, 0 LOB. Mariners 2, Orioles 0.
Bottom of the 5th, Orioles Batting, Behind 0-2, Mariners' Felix Hernandez facing 9-1-2
b5 0 --- O 3,(1-1)  3% 73% 0-2 BAL N. Markakis F. Hernandez Groundout: 2B-1B
b5 1 --- O 5,(2-2)  2% 76% 0-2 BAL B. Roberts F. Hernandez Strikeout Looking
b5 2 --- O 4,(1-2)  1% 77% 0-2 BAL B. Fahey F. Hernandez Strikeout Swinging
0 runs, 0 hits, 0 errors, 0 LOB. Mariners 2, Orioles 0.
Top of the 6th, Mariners Batting, Ahead 2-0, Orioles' Erik Bedard facing 4-5-6
t6 0 --- 5,(3-1)  3% 80% 2-0 SEA R. Ibanez E. Bedard Walk
t6 0 1-- O 5,(2-2)  -3% 77% 2-0 SEA R. Sexson E. Bedard Strikeout Swinging
t6 1 1-- 4,(3-0)  3% 80% 2-0 SEA E. Perez E. Bedard Walk; Ibanez to 2B
Julio Manon replaces Erik Bedard pitching
t6 1 12- O 2,(1-0)  -3% 77% 2-0 SEA Y. Betancourt J. Manon Flyball: CF; Ibanez to 3B
t6 2 1-3 O 5,(2-2)  -4% 73% 2-0 SEA R. Rivera J. Manon Flyball: RF
0 runs, 0 hits, 0 errors, 2 LOB. Mariners 2, Orioles 0.
Bottom of the 6th, Orioles Batting, Behind 0-2, Mariners' Felix Hernandez facing 3-4-5
b6 0 --- 6,(3-2)  -6% 67% 0-2 BAL M. Mora F. Hernandez Walk
b6 0 1-- 4,(3-0)  -9% 58% 0-2 BAL M. Tejada F. Hernandez Walk; Mora to 2B
Mark Lowe replaces Felix Hernandez pitching
b6 0 12- R 2,(0-1)  -14% 44% 0-2 BAL J. Gibbons M. Lowe Single to CF (Ground Ball); Mora Scores; Tejada to 2B
b6 0 12- O 6,(3-2)  9% 53% 1-2 BAL J. Conine M. Lowe Strikeout Swinging
b6 1 12- OO 2,(0-1)  15% 68% 1-2 BAL C. Patterson M. Lowe Line Drive Double Play: 2B; Tejada out at 2B/2B-SS
1 run, 1 hit, 0 errors, 1 LOB. Mariners 2, Orioles 1.
Top of the 7th, Mariners Batting, Ahead 2-1, Orioles' Chris Britton facing 9-1-2
Chris Britton replaces Julio Manon pitching
t7 0 --- 4,(3-0)  4% 72% 2-1 SEA W. Bloomquist C. Britton Walk
t7 0 1-- O 3,(0-2)  -4% 69% 2-1 SEA I. Suzuki C. Britton Lineout: 3B
t7 1 1-- 1,(0-0)  2% 71% 2-1 SEA J. Lopez C. Britton Bloomquist Steals 2B
t7 1 -2- O 5,(2-2)  -4% 67% 2-1 SEA J. Lopez C. Britton Flyball: RF
t7 2 -2- O 1,(0-0)  -4% 62% 2-1 SEA A. Beltre C. Britton Flyball: CF
0 runs, 0 hits, 0 errors, 1 LOB. Mariners 2, Orioles 1.
Bottom of the 7th, Orioles Batting, Behind 1-2, Mariners' Mark Lowe facing 8-9-1
b7 0 --- O 4,(1-2)  5% 67% 1-2 BAL R. Hernandez M. Lowe Strikeout Swinging
b7 1 --- 4,(2-1)  -5% 62% 1-2 BAL N. Markakis M. Lowe Single to RF (Line Drive)
b7 1 1-- 4,(1-2)  -4% 59% 1-2 BAL B. Roberts M. Lowe Markakis Picked off 1B, safe on E1; Markakis to 2B
b7 1 -2- O 5,(1-2)  8% 66% 1-2 BAL B. Roberts M. Lowe Strikeout Looking
b7 2 -2- 4,(3-0)  -2% 64% 1-2 BAL B. Fahey M. Lowe Walk
b7 2 12- O 2,(1-0)  9% 74% 1-2 BAL M. Mora M. Lowe Groundout: 3B unassisted/Forceout at 3B (Deep 3B); Fahey to 2B
0 runs, 1 hit, 1 error, 2 LOB. Mariners 2, Orioles 1.
Top of the 8th, Mariners Batting, Ahead 2-1, Orioles' Chris Britton facing 4-5-6
Chris Gomez replaces Brian Roberts playing 2B batting 1st
t8 0 --- O 4,(0-2)  -3% 71% 2-1 SEA R. Ibanez C. Britton Flyball: CF
t8 1 --- O 2,(0-1)  -2% 69% 2-1 SEA R. Sexson C. Britton Foul Popfly: SS (3B Foul)
t8 2 --- O 4,(1-2)  -1% 68% 2-1 SEA E. Perez C. Britton Popfly: 3B
0 runs, 0 hits, 0 errors, 0 LOB. Mariners 2, Orioles 1.
Bottom of the 8th, Orioles Batting, Behind 1-2, Mariners' Mark Lowe facing 4-5-6
b8 0 --- O 5,(2-2)  7% 75% 1-2 BAL M. Tejada M. Lowe Groundout: SS-1B
George Sherrill replaces Mark Lowe pitching
b8 1 --- O 1,(0-0)  5% 79% 1-2 BAL J. Gibbons G. Sherrill Groundout: 2B-1B
J.J. Putz replaces George Sherrill pitching
b8 2 --- O 2,(1-0)  3% 83% 1-2 BAL J. Conine J. Putz Groundout: 2B-1B
0 runs, 0 hits, 0 errors, 0 LOB. Mariners 2, Orioles 1.
Top of the 9th, Mariners Batting, Ahead 2-1, Orioles' Todd Williams facing 7-8-9
Todd Williams replaces Chris Britton pitching
t9 0 --- O 2,(0-1)  -2% 81% 2-1 SEA Y. Betancourt T. Williams Groundout: 2B-1B
t9 1 --- O 3,(1-1)  -1% 80% 2-1 SEA R. Rivera T. Williams Groundout: 3B-1B
t9 2 --- 6,(3-2)  1% 81% 2-1 SEA W. Bloomquist T. Williams Single to CF (Ground Ball)
Tim Byrdak replaces Todd Williams pitching
t9 2 1-- 7,(2-2)  2% 83% 2-1 SEA I. Suzuki T. Byrdak Single to RF (Ground Ball); Bloomquist to 3B
Chris Ray replaces Tim Byrdak pitching
t9 2 1-3 O 2,(1-0)  -4% 78% 2-1 SEA J. Lopez C. Ray Groundout: 3B-1B
0 runs, 2 hits, 0 errors, 2 LOB. Mariners 2, Orioles 1.
Bottom of the 9th, Orioles Batting, Behind 1-2, Mariners' J.J. Putz facing 7-8-9
b9 0 --- O 2,(0-1)  9% 88% 1-2 BAL C. Patterson J. Putz Groundout: 2B-1B
b9 1 --- O 3,(1-1)  7% 95% 1-2 BAL R. Hernandez J. Putz Groundout: SS-1B
b9 2 --- O 3,(0-2)  5% 100% 1-2 BAL N. Markakis J. Putz Strikeout Swinging
0 runs, 0 hits, 0 errors, 0 LOB. Mariners 2, Orioles 1.

Retrosheet.org Boxscore:BAL200608020

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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