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LAA 10
DET  3

BAL  7
NYY  5

CHW  2
TOR  0

MIN  3
@CLE  2

KCR  6
TEX  5

SEA  4
OAK  3
BOS 12
@TBD  6

(12)
ARI  4
ATL  3

(10)
CHC  8
@CIN  1

COL  6
LAD  2

HOU  3
SDP  1

NYM  3
WSN  1

WSN  6
@NYM  5

PHI 10
PIT  5

SFG  4
FLA  3

STL  7
MIL  6

STL  5
MIL  2

Standings at end of play this day

Safeco Field, Attendance: 41,260

Saturday, July 28, 2007, 1:11PM
Time of Game: 2:33
Athletics
3
49-55
Lost 2
3rd, 12 GB
                1  2  3   4  5  6   7  8  9    R  H  E
                -  -  -   -  -  -   -  -  -    -  -  -
Athletics       0  3  0   0  0  0   0  0  0    3  7  0
Mariners        0  3  0   0  1  0   0  0  X    4  4  0
W: Horacio Ramirez (6-3), L: Chad Gaudin (8-6), S: J.J. Putz (30)
Mariners
4
56-46
Won 2
2nd, 4 GB

Batting Stats

Oakland Athletics            AB   R   H RBI   BB  SO    BA   OPS  Pit  Str   PO   A  Details
S Stewart LF                  4   0   1   0    1   2  .303  .760   24   15    3   0   
M Kotsay CF                   4   0   0   0    1   2  .227  .601   19   14    5   0   
N Swisher RF                  4   0   1   0    1   0  .257  .846   20   10    0   0   CS,GDP
M Piazza DH                   5   1   1   0    0   2  .301  .783   18   12    0   0   
M Ellis 2B                    4   0   2   0    0   0  .263  .746   16   12    0   2   2B
D Johnson 1B                  3   1   0   0    1   1  .243  .778   19   10    7   0   
M Scutaro 3B                  3   1   1   0    1   1  .236  .631   15    8    1   2   
D Murphy SS                   2   0   1   3    2   1  .188  .691   21    8    0   3   2B
K Suzuki C                    2   0   0   0    1   0  .185  .615   13    6    7   0   
  J Cust PH                   1   0   0   0    0   1  .252  .916    4    3    0   0   
  R Bowen C                   0   0   0   0    0   0  .212  .651              0   0   

C Gaudin P                                                                    1   0
Totals                       32   3   7   0    8  10              169   98   24   7
Batting Events
2B: D Murphy (3, off H Ramirez); M Ellis (18, off H Ramirez).
TB: M Ellis 3; D Murphy 2; M Scutaro; N Swisher; M Piazza; S Stewart.
GIDP: N Swisher (12).
RBI: D Murphy 3 (4).
Team LOB: 10.
With RISP: 2 for 9.
Baserunning Events
CS: N Swisher (2, 2nd base by H Ramirez/K Johjima).
Seattle Mariners             AB   R   H RBI   BB  SO    BA   OPS  Pit  Str   PO   A  Details
I Suzuki CF                   4   0   0   0    0   0  .343  .830   11    7    3   0   
J Lopez 2B                    4   0   0   0    0   1  .262  .671   12   11    3   3   
J Guillen RF                  3   0   1   0    0   1  .286  .806    9    7    3   0   
A Beltre 3B                   3   1   1   0    0   2  .277  .826   11   10    0   1   2B
R Ibanez LF                   3   0   0   0    0   1  .252  .693   10    6    0   0   
R Sexson 1B                   2   1   0   0    1   1  .202  .709   11    5    7   1   
B Broussard DH                2   0   0   1    0   0  .276  .758    5    5    0   0   SF
K Johjima C                   3   1   1   2    0   1  .269  .739   10    6   10   1   HR
Y Betancourt SS               3   1   1   1    0   0  .281  .684    9    4    0   2   HR

H Ramirez P                                                                   1   1
  C Reitsma P                                                                 0   0
  S Green P                                                                   0   0
  G Sherrill P                                                                0   0
  M Lowe P                                                                    0   0
  J Putz P                                                                    0   0
Totals                       27   4   4   0    1   7               88   61   27   9
Batting Events
2B: A Beltre (29, off C Gaudin).
HR: K Johjima (11, off C Gaudin; 2nd inn, 1 on, 2 outs to LF); Y Betancourt (5, off C Gaudin; 5th inn, 0 on, 1 out to LF).
SF: B Broussard (2, off C Gaudin).
TB: Y Betancourt 4; K Johjima 4; A Beltre 2; J Guillen.
RBI: K Johjima 2 (39); Y Betancourt (35); B Broussard (19).
2-out RBI: K Johjima 2.
Team LOB: 1.
With RISP: 0 for 1.
Fielding Events
DP: 2. K Johjima-J Lopez; Y Betancourt-J Lopez-R Sexson.

Pitching Stats

Oakland Athletics             IP     H   R  ER   BB  SO  HR    ERA   BF  Pit-Str  Ct·Sw·Lk   GB·FB·LD· ?   GmSc  IR-IS   LevI    WPA
C Gaudin, L (8-6)              8     4   4   4    1   7   2   3.71   29   88-61   32·15·14    8·13· 4· 0     64    -     0.77  -0.04
Totals                         8     4   4   4    1   7   2          29   88-61   32·15·14    8·13· 4· 0           -  
Seattle Mariners              IP     H   R  ER   BB  SO  HR    ERA   BF  Pit-Str  Ct·Sw·Lk   GB·FB·LD· ?   GmSc  IR-IS   LevI    WPA
H Ramirez, W (6-3)             6     6   3   3    5   4   0   6.52   27  108-60   35· 4·21    8·10· 2· 0     47    -     1.33   0.07
C Reitsma, H (6)               0.2   0   0   0    1   1   0   6.17    3   19-11    5· 3· 3    1· 0· 0· 0          0-0    1.76   0.03
S Green, H (7)                 0.1   1   0   0    0   0   0   2.72    2    8-5     3· 1· 1    1· 1· 0· 0          1-0    2.19  -0.02
G Sherrill, H (16)             0.1   0   0   0    0   1   0   1.42    1    4-3     1· 0· 2    0· 0· 0· 0          1-0    3.39   0.08
M Lowe, H (1)                  0.1   0   0   0    1   0   0   0.00    2    9-5     4· 1· 0    0· 1· 0· 0          1-0    2.48   0.02
J Putz, S (30)                 1.1   0   0   0    1   4   0   0.93    5   21-14    3· 9· 2    0· 0· 0· 0          2-0    2.71   0.27
Totals                         9     7   3   3    8  10   0          40  169-98   51·18·29   10·12· 2· 0          5-0 
S Green faced 1 batter in the 8th inning.
Balks: None.
WP: None.
HBP: None.
IBB: None.
Pickoffs: None.

Other Info

Umpires: HP - Ted Barrett, 1B - Brian Knight, 2B - Mark Carlson, 3B - Angel Hernandez.
Time of Game: 2:33.
Attendance: 41,260.
Field Condition: Unknown.
Start Time Weather: 70° F, Wind 0mph.

Lineups

   Oakland Athletics                         Seattle Mariners                             
1. Shannon Stewart              LF       1. Ichiro Suzuki                CF
2. Mark Kotsay                  CF       2. Jose Lopez                   2B
3. Nick Swisher                 RF       3. Jose Guillen                 RF
4. Mike Piazza                  DH       4. Adrian Beltre                3B
5. Mark Ellis                   2B       5. Raul Ibanez                  LF
6. Dan Johnson                  1B       6. Richie Sexson                1B
7. Marco Scutaro                3B       7. Ben Broussard                DH
8. Donnie Murphy                SS       8. Kenji Johjima                 C
9. Kurt Suzuki                   C       9. Yuniesky Betancour           SS

   Chad Gaudin                   P          Horacio Ramirez               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
b2 2 1-- RR 2,(1-0)  20% 51% 1-3 SEA K. Johjima C. Gaudin Home Run (Fly Ball to Deep LF); Sexson Scores
t2 1 123 RRR 5,(3-1)  -19% 21% 0-0 OAK D. Murphy H. Ramirez Double to CF (Fly Ball to Deep CF-RF); Piazza Scores; Johnson Scores; Scutaro Scores
b5 1 --- R 2,(1-0)  15% 69% 3-3 SEA Y. Betancourt C. Gaudin Home Run (Fly Ball to Deep LF-CF)
t8 2 12- O 4,(1-2)  11% 87% 3-4 OAK J. Cust J. Putz Strikeout Swinging
t4 2 123 O 1,(0-0)  9% 56% 3-3 OAK M. Kotsay H. Ramirez Groundout: 2B-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, Athletics Batting, Tied 0-0, Mariners' Horacio Ramirez facing 1-2-3
t1 0 --- 3,(0-2)  -3% 47% 0-0 OAK S. Stewart H. Ramirez Single to LF (Line Drive to LF-CF)
t1 0 1-- O 3,(1-1)  3% 50% 0-0 OAK M. Kotsay H. Ramirez Flyball: CF (LF-CF)
t1 1 1-- OO 5,(2-2)  5% 55% 0-0 OAK N. Swisher H. Ramirez Ground Ball Double Play: SS-2B-1B (Weak SS)
0 runs, 1 hit, 0 errors, 0 LOB. Athletics 0, Mariners 0.
Bottom of the 1st, Mariners Batting, Tied 0-0, Athletics' Chad Gaudin facing 1-2-3
b1 0 --- O 3,(1-1)  -2% 53% 0-0 SEA I. Suzuki C. Gaudin Flyball: CF (Deep LF-CF)
b1 1 --- O 2,(0-1)  -2% 51% 0-0 SEA J. Lopez C. Gaudin Bunt Popfly: P (Weak 2B)
b1 2 --- O 5,(2-2)  -1% 50% 0-0 SEA J. Guillen C. Gaudin Strikeout Swinging
0 runs, 0 hits, 0 errors, 0 LOB. Athletics 0, Mariners 0.
Top of the 2nd, Athletics Batting, Tied 0-0, Mariners' Horacio Ramirez facing 4-5-6
t2 0 --- 5,(2-2)  -4% 46% 0-0 OAK M. Piazza H. Ramirez Single to RF (Fly Ball to Short CF-RF)
t2 0 1-- O 2,(0-1)  3% 50% 0-0 OAK M. Ellis H. Ramirez Flyball: RF (CF-RF)
t2 1 1-- 5,(3-1)  -4% 46% 0-0 OAK D. Johnson H. Ramirez Walk; Piazza to 2B
t2 1 12- 1,(0-0)  -6% 40% 0-0 OAK M. Scutaro H. Ramirez Single to CF (Ground Ball thru SS-2B); Piazza to 3B; Johnson to 2B
t2 1 123 RRR 5,(3-1)  -19% 21% 0-0 OAK D. Murphy H. Ramirez Double to CF (Fly Ball to Deep CF-RF); Piazza Scores; Johnson Scores; Scutaro Scores
t2 1 -2- 6,(3-2)  -1% 20% 3-0 OAK K. Suzuki H. Ramirez Walk
t2 1 12- O 4,(2-1)  2% 22% 3-0 OAK S. Stewart H. Ramirez Groundout: SS-2B/Forceout at 2B (Weak SS); Murphy to 3B
t2 2 1-3 O 3,(0-2)  3% 26% 3-0 OAK M. Kotsay H. Ramirez Strikeout Swinging
3 runs, 3 hits, 0 errors, 2 LOB. Athletics 3, Mariners 0.
Bottom of the 2nd, Mariners Batting, Behind 0-3, Athletics' Chad Gaudin facing 4-5-6
b2 0 --- 4,(0-2)  6% 31% 0-3 SEA A. Beltre C. Gaudin Double to RF (Line Drive to Deep RF Line)
b2 0 -2- O 1,(0-0)  -2% 29% 0-3 SEA R. Ibanez C. Gaudin Flyball: CF (Deep LF-CF); Beltre to 3B
b2 1 --3 5,(3-1)  3% 32% 0-3 SEA R. Sexson C. Gaudin Walk
b2 1 1-3 RO 1,(0-0)  -0% 31% 0-3 SEA B. Broussard C. Gaudin Flyball: LF/Sacrifice Fly; Beltre Scores
b2 2 1-- RR 2,(1-0)  20% 51% 1-3 SEA K. Johjima C. Gaudin Home Run (Fly Ball to Deep LF); Sexson Scores
b2 2 --- O 3,(2-0)  -1% 50% 3-3 SEA Y. Betancourt C. Gaudin Lineout: CF (Deep LF-CF)
3 runs, 2 hits, 0 errors, 0 LOB. Athletics 3, Mariners 3.
Top of the 3rd, Athletics Batting, Tied 3-3, Mariners' Horacio Ramirez facing 3-4-5
t3 0 --- 2,(0-1)  -4% 46% 3-3 OAK N. Swisher H. Ramirez Single to LF (Ground Ball thru Weak 3B)
t3 0 1-- OO 6,(3-2)  8% 54% 3-3 OAK M. Piazza H. Ramirez Double Play: Strikeout Swinging, Swisher Caught Stealing 2B (C-2B)
t3 2 --- O 6,(1-2)  1% 56% 3-3 OAK M. Ellis H. Ramirez Foul Popfly: 1B (1B Foul)
0 runs, 1 hit, 0 errors, 0 LOB. Athletics 3, Mariners 3.
Bottom of the 3rd, Mariners Batting, Tied 3-3, Athletics' Chad Gaudin facing 1-2-3
b3 0 --- O 2,(1-0)  -3% 53% 3-3 SEA I. Suzuki C. Gaudin Groundout: SS-1B (Weak SS-2B)
b3 1 --- O 5,(1-2)  -2% 51% 3-3 SEA J. Lopez C. Gaudin Strikeout Swinging
b3 2 --- 2,(0-1)  1% 53% 3-3 SEA J. Guillen C. Gaudin Single to CF (Line Drive)
b3 2 1-- O 4,(1-2)  -3% 50% 3-3 SEA A. Beltre C. Gaudin Strikeout Swinging
0 runs, 1 hit, 0 errors, 1 LOB. Athletics 3, Mariners 3.
Top of the 4th, Athletics Batting, Tied 3-3, Mariners' Horacio Ramirez facing 6-7-8
t4 0 --- O 5,(2-2)  3% 53% 3-3 OAK D. Johnson H. Ramirez Groundout: 2B-1B
t4 1 --- 5,(3-1)  -3% 50% 3-3 OAK M. Scutaro H. Ramirez Walk
t4 1 1-- 5,(3-1)  -4% 46% 3-3 OAK D. Murphy H. Ramirez Walk; Scutaro to 2B
t4 1 12- O 2,(1-0)  5% 51% 3-3 OAK K. Suzuki H. Ramirez Flyball: CF
t4 2 12- 7,(3-2)  -4% 47% 3-3 OAK S. Stewart H. Ramirez Walk; Scutaro to 3B; Murphy to 2B
t4 2 123 O 1,(0-0)  9% 56% 3-3 OAK M. Kotsay H. Ramirez Groundout: 2B-1B
0 runs, 0 hits, 0 errors, 3 LOB. Athletics 3, Mariners 3.
Bottom of the 4th, Mariners Batting, Tied 3-3, Athletics' Chad Gaudin facing 5-6-7
b4 0 --- O 2,(1-0)  -3% 53% 3-3 SEA R. Ibanez C. Gaudin Groundout: SS-1B (Weak SS)
b4 1 --- O 1,(0-0)  -2% 51% 3-3 SEA R. Sexson C. Gaudin Flyball: CF (Deep CF)
b4 2 --- O 2,(0-1)  -1% 50% 3-3 SEA B. Broussard C. Gaudin Groundout: 3B-1B (Weak 3B)
0 runs, 0 hits, 0 errors, 0 LOB. Athletics 3, Mariners 3.
Top of the 5th, Athletics Batting, Tied 3-3, Mariners' Horacio Ramirez facing 3-4-5
t5 0 --- O 2,(1-0)  3% 53% 3-3 OAK N. Swisher H. Ramirez Groundout: P-1B
t5 1 --- O 1,(0-0)  2% 55% 3-3 OAK M. Piazza H. Ramirez Flyball: CF
t5 2 --- 3,(1-1)  -3% 52% 3-3 OAK M. Ellis H. Ramirez Double to LF (Line Drive to Deep LF)
t5 2 -2- O 5,(2-2)  4% 57% 3-3 OAK D. Johnson H. Ramirez Groundout: 1B-P (2B-1B)
0 runs, 1 hit, 0 errors, 1 LOB. Athletics 3, Mariners 3.
Bottom of the 5th, Mariners Batting, Tied 3-3, Athletics' Chad Gaudin facing 8-9-1
b5 0 --- O 1,(0-0)  -3% 54% 3-3 SEA K. Johjima C. Gaudin Flyball: CF (Deep LF-CF)
b5 1 --- R 2,(1-0)  15% 69% 3-3 SEA Y. Betancourt C. Gaudin Home Run (Fly Ball to Deep LF-CF)
b5 1 --- O 4,(2-1)  -2% 67% 4-3 SEA I. Suzuki C. Gaudin Lineout: LF
b5 2 --- O 3,(0-2)  -1% 66% 4-3 SEA J. Lopez C. Gaudin Groundout: 2B-1B (SS-2B)
1 run, 1 hit, 0 errors, 0 LOB. Athletics 3, Mariners 4.
Top of the 6th, Athletics Batting, Behind 3-4, Mariners' Horacio Ramirez facing 7-8-9
t6 0 --- O 6,(3-2)  4% 69% 3-4 OAK M. Scutaro H. Ramirez Strikeout Looking
t6 1 --- O 5,(2-2)  3% 72% 3-4 OAK D. Murphy H. Ramirez Strikeout Looking
t6 2 --- O 5,(2-2)  2% 74% 3-4 OAK K. Suzuki H. Ramirez Flyball: RF (Deep CF-RF)
0 runs, 0 hits, 0 errors, 0 LOB. Athletics 3, Mariners 4.
Bottom of the 6th, Mariners Batting, Ahead 4-3, Athletics' Chad Gaudin facing 3-4-5
b6 0 --- O 2,(0-1)  -2% 72% 4-3 SEA J. Guillen C. Gaudin Popfly: 3B (Weak 3B)
b6 1 --- O 3,(0-2)  -2% 70% 4-3 SEA A. Beltre C. Gaudin Strikeout Swinging
b6 2 --- O 7,(3-2)  -1% 69% 4-3 SEA R. Ibanez C. Gaudin Strikeout Swinging
0 runs, 0 hits, 0 errors, 0 LOB. Athletics 3, Mariners 4.
Top of the 7th, Athletics Batting, Behind 3-4, Mariners' Chris Reitsma facing 1-2-3
Chris Reitsma replaces Horacio Ramirez pitching
t7 0 --- O 5,(1-2)  4% 73% 3-4 OAK S. Stewart C. Reitsma Strikeout Swinging
t7 1 --- 8,(3-2)  -5% 69% 3-4 OAK M. Kotsay C. Reitsma Walk
t7 1 1-- O 6,(3-2)  4% 72% 3-4 OAK N. Swisher C. Reitsma Groundout: 1B unassisted (Weak 2B-1B); Kotsay to 2B
Sean Green replaces Chris Reitsma pitching
t7 2 -2- O 3,(1-1)  6% 79% 3-4 OAK M. Piazza S. Green Groundout: 3B-1B
0 runs, 0 hits, 0 errors, 1 LOB. Athletics 3, Mariners 4.
Bottom of the 7th, Mariners Batting, Ahead 4-3, Athletics' Chad Gaudin facing 6-7-8
b7 0 --- O 5,(2-2)  -2% 77% 4-3 SEA R. Sexson C. Gaudin Strikeout Looking
b7 1 --- O 2,(0-1)  -1% 75% 4-3 SEA B. Broussard C. Gaudin Groundout: 2B-1B
b7 2 --- O 7,(3-2)  -1% 74% 4-3 SEA K. Johjima C. Gaudin Strikeout Swinging
0 runs, 0 hits, 0 errors, 0 LOB. Athletics 3, Mariners 4.
Top of the 8th, Athletics Batting, Behind 3-4, Mariners' Sean Green facing 5-6-7
t8 0 --- 5,(2-2)  -9% 65% 3-4 OAK M. Ellis S. Green Single to RF (Fly Ball to Short CF-RF)
George Sherrill replaces Sean Green pitching
t8 0 1-- O 4,(1-2)  8% 74% 3-4 OAK D. Johnson G. Sherrill Strikeout Looking
Mark Lowe replaces George Sherrill pitching
t8 1 1-- O 3,(0-2)  7% 81% 3-4 OAK M. Scutaro M. Lowe Flyball: RF (Deep RF)
t8 2 1-- 6,(3-2)  -5% 76% 3-4 OAK D. Murphy M. Lowe Walk; Ellis to 2B
J.J. Putz replaces Mark Lowe pitching; Jack Cust pinch hits for Kurt Suzuki (C) batting 9th
t8 2 12- O 4,(1-2)  11% 87% 3-4 OAK J. Cust J. Putz Strikeout Swinging
0 runs, 1 hit, 0 errors, 2 LOB. Athletics 3, Mariners 4.
Bottom of the 8th, Mariners Batting, Ahead 4-3, Athletics' Chad Gaudin facing 9-1-2
Rob Bowen replaces Jack Cust (PH) playing C batting 9th
b8 0 --- O 4,(2-1)  -1% 85% 4-3 SEA Y. Betancourt C. Gaudin Groundout: 3B-1B (Weak SS)
b8 1 --- O 2,(0-1)  -1% 84% 4-3 SEA I. Suzuki C. Gaudin Groundout: SS-1B (Weak SS)
b8 2 --- O 2,(0-1)  -1% 83% 4-3 SEA J. Lopez C. Gaudin Flyball: LF (Deep LF)
0 runs, 0 hits, 0 errors, 0 LOB. Athletics 3, Mariners 4.
Top of the 9th, Athletics Batting, Behind 3-4, Mariners' J.J. Putz facing 1-2-3
t9 0 --- O 5,(2-2)  7% 91% 3-4 OAK S. Stewart J. Putz Strikeout Swinging
t9 1 --- O 4,(0-2)  6% 96% 3-4 OAK M. Kotsay J. Putz Strikeout Swinging
t9 2 --- 5,(3-1)  -4% 92% 3-4 OAK N. Swisher J. Putz Walk
t9 2 1-- O 3,(0-2)  8% 100% 3-4 OAK M. Piazza J. Putz Strikeout Swinging
0 runs, 0 hits, 0 errors, 1 LOB. Athletics 3, Mariners 4.

Retrosheet.org Boxscore:SEA200707280

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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