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LAA  5
SEA  2
 CHW  5
KCR  4
 DET  4
TEX  2
 CLE  3
@MIN  2
 BAL 12
@NYY  2
 TOR  6
@TBD  2
 COL  8
ARI  4
 HOU  7
@MIL  3
 NYM  7
@PHI  2
 SFG  8
@SDP  4
 STL  2
CIN  1
 ATL  5
@WSN  0
Standings at end of play this day

Angel Stadium of Anaheim, Attendance: 43,813

 Thursday, August 17, 2006, 7:07PM
Time of Game: 2:43
Mariners
2
56-65
Lost 8
4th, 12½ GB
 
                1  2  3   4  5  6   7  8  9    R  H  E
                -  -  -   -  -  -   -  -  -    -  -  -
Mariners        0  0  0   0  0  0   1  0  1    2 10  0
Angels          0  0  1   1  0  0   3  0  X    5  8  0
W: Kelvim Escobar (9-10), L: Jamie Moyer (6-12), S: Francisco Rodriguez (32)
 Angels
5
63-59
Won 1
2nd, 6 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   1  .324  .781   19   13    3   0   
J Lopez 2B                    4   0   1   0    0   1  .277  .732   19   12    2   0   SB
A Beltre 3B                   4   0   1   0    0   0  .263  .759   15   10    1   2   
R Ibanez LF                   4   0   0   0    0   2  .268  .830   21   13    3   0   
R Sexson 1B                   3   1   2   0    1   1  .232  .758   14    9    5   1   2B
B Broussard DH                4   0   1   0    0   1  .299  .845   14   10    0   0   
K Johjima C                   4   1   2   1    0   0  .300  .805    7    7    6   1   2·2B
Y Betancourt SS               4   0   2   0    0   0  .303  .734    9    7    2   2   
W Bloomquist CF               3   0   0   0    0   1  .250  .628    8    7    2   0   GDP
  C Snelling PH               1   0   0   0    0   1  .000  .000    9    5    0   0   

J Moyer P                                                                     0   0
  M Lowe P                                                                    0   0
  G Sherrill P                                                                0   0
  R Soriano P                                                                 0   0
Totals                       36   2  10   0    1   8              135   93   24   6
Batting Events
2B: R Sexson (22, off S Shields); K Johjima 2 (20, 1 off S Shields, 1 off K Escobar).
TB: K Johjima 4; R Sexson 3; Y Betancourt 2; B Broussard; J Lopez; I Suzuki; A Beltre.
GIDP: W Bloomquist (2).
RBI: K Johjima (54).
Team LOB: 8.
With RISP: 3 for 10.
Fielding Events
DP: 1. R Sexson-Y Betancourt-R Sexson.
Baserunning Events
SB: J Lopez (4, 2nd base off K Escobar/J Molina).
Anaheim Angels               AB   R   H RBI   BB  SO    BA   OPS  Pit  Str   PO   A  Details
C Figgins CF                  4   2   3   0    0   0  .268  .705   12    9    1   0   2B,SB,CS
M Izturis 3B                  3   1   1   0    0   1  .308  .816   20   11    0   0   HBP
O Cabrera SS                  2   1   0   1    1   0  .280  .737   25   14    2   6   SF
V Guerrero RF                 2   0   1   3    2   0  .318  .910   14    6    0   0   2B,IW
R Quinlan 1B                  3   0   1   0    1   0  .326  .819   14    9    7   0   
G Anderson LF                 4   1   2   0    0   0  .272  .737    8    7    7   0   3B,GDP
T Salmon DH                   3   0   0   0    1   2  .257  .788   23   12    0   0   
H Kendrick 2B                 3   0   0   1    0   2  .321  .788   20   12    1   1   SF
J Molina C                    4   0   0   0    0   1  .251  .679   12    9    8   0   

K Escobar P                                                                   0   0
  S Shields P                                                                 0   0
  F Rodriguez P                                                               1   0
Totals                       28   5   8   0    5   6              148   89   27   7
Batting Events
2B: V Guerrero (20, off M Lowe); C Figgins (17, off J Moyer).
3B: G Anderson (2, off J Moyer).
SF: H Kendrick (1, off J Moyer); O Cabrera (8, off J Moyer).
IBB: V Guerrero (18, by J Moyer).
HBP: M Izturis (2, by M Lowe).
TB: G Anderson 4; C Figgins 4; V Guerrero 2; M Izturis; R Quinlan.
GIDP: G Anderson (8).
RBI: V Guerrero 3 (95); O Cabrera (60); H Kendrick (16).
2-out RBI: V Guerrero 3.
Team LOB: 7.
With RISP: 1 for 8.
Fielding Events
DP: 1. O Cabrera-H Kendrick-R Quinlan.
Baserunning Events
SB: C Figgins (44, 2nd base off J Moyer/K Johjima).
CS: C Figgins (12, 3rd base by J Moyer/K Johjima).

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
J Moyer, L (6-12)              6.2   7   3   3    3   3   0   4.39   28  102-65   32·12·21    7·15· 4· 0     48    -     0.86   0.07
M Lowe                         0     1   2   2    2   0   0   1.02    4   18-8     3· 0· 5    0· 1· 1· 0          1-1    1.31  -0.20
G Sherrill                     0.1   0   0   0    0   0   0   2.94    1    2-2     1· 0· 1    0· 1· 0· 0          2-0    0.24   0.01
R Soriano                      1     0   0   0    0   3   0   2.06    3   19-11    4· 3· 4    0· 0· 0· 0          0-0    0.05   0.00
Totals                         8     8   5   5    5   6   0          36  141-86   40·15·31    7·17· 5· 0          3-1
M Lowe faced 4 batters in the 7th inning.
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, W (9-10)            7     7   1   1    1   7   0   3.77   28   97-70   35·15·20    5·15· 5· 0     65    -     1.16   0.34
S Shields                      1.1   2   1   1    0   0   0   2.88    6   23-14    8· 0· 6    2· 4· 1· 0          0-0    0.44   0.00
F Rodriguez, S (32)            0.2   1   0   0    0   1   0   2.17    3    8-5     2· 1· 2    2· 0· 0· 0          1-0    1.74   0.04
Totals                         9    10   2   2    1   8   0          37  128-89   45·16·28    9·19· 6· 0          1-0
Balks: None.
WP: F Rodriguez (6).
HBP: M Lowe (2; M Izturis).
IBB: J Moyer (3; V Guerrero).
Pickoffs: None.

Other Info

Umpires: HP - Tim Tschida, 1B - Laz Diaz, 2B - Rick Reed, 3B - Chris Guccione.
Time of Game: 2:43.
Attendance: 43,813.
Field Condition: Unknown.
Start Time Weather: 77° F, Wind 8mph out to Centerfield, Cloudy.

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
b7 2 123 RRR 2,(0-1)  17% 96% 2-1 LAA V. Guerrero M. Lowe Double to CF (Line Drive to Deep CF); Figgins Scores; Izturis Scores; Cabrera Scores
t7 0 1-3 ROO 2,(0-1)  15% 76% 0-2 SEA W. Bloomquist K. Escobar Ground Ball Double Play: SS-2B-1B; Johjima Scores
t7 0 -2- 2,(0-1)  -11% 61% 0-2 SEA Y. Betancourt K. Escobar Single to RF (Line Drive); Johjima to 3B
b4 0 --- 4,(1-2)  9% 77% 1-0 LAA G. Anderson J. Moyer Triple to LF (Line Drive to Deep LF Line)
t7 0 --- 2,(0-1)  -9% 72% 0-2 SEA K. Johjima K. Escobar Double to RF (Line Drive to Deep CF-RF)

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, Angels' Kelvim Escobar facing 1-2-3
t1 0 --- O 3,(0-2)  2% 52% 0-0 SEA I. Suzuki K. Escobar Flyball: CF
t1 1 --- O 5,(2-2)  2% 54% 0-0 SEA J. Lopez K. Escobar Strikeout Swinging
t1 2 --- 3,(1-1)  -1% 53% 0-0 SEA A. Beltre K. Escobar Single to LF (Line Drive)
t1 2 1-- O 5,(3-1)  2% 55% 0-0 SEA R. Ibanez K. Escobar Flyball: LF (LF-CF)
0 runs, 1 hit, 0 errors, 1 LOB. Mariners 0, Angels 0.
Bottom of the 1st, Angels Batting, Tied 0-0, Mariners' Jamie Moyer facing 1-2-3
b1 0 --- O 2,(0-1)  -2% 53% 0-0 LAA C. Figgins J. Moyer Groundout: 3B-1B
b1 1 --- O 5,(2-2)  -2% 51% 0-0 LAA M. Izturis J. Moyer Flyball: RF (CF-RF)
b1 2 --- O 4,(1-2)  -1% 50% 0-0 LAA O. Cabrera J. Moyer Foul Popfly: 1B (1B Foul)
0 runs, 0 hits, 0 errors, 0 LOB. Mariners 0, Angels 0.
Top of the 2nd, Mariners Batting, Tied 0-0, Angels' Kelvim Escobar facing 5-6-7
t2 0 --- O 3,(0-2)  2% 52% 0-0 SEA R. Sexson K. Escobar Strikeout Swinging
t2 1 --- O 5,(2-2)  2% 54% 0-0 SEA B. Broussard K. Escobar Strikeout Swinging
t2 2 --- O 1,(0-0)  1% 55% 0-0 SEA K. Johjima K. Escobar Groundout: SS-1B
0 runs, 0 hits, 0 errors, 0 LOB. Mariners 0, Angels 0.
Bottom of the 2nd, Angels Batting, Tied 0-0, Mariners' Jamie Moyer facing 4-5-6
b2 0 --- O 3,(0-2)  -2% 53% 0-0 LAA V. Guerrero J. Moyer Foul Flyball: LF (LF Foul)
b2 1 --- O 2,(0-1)  -2% 51% 0-0 LAA R. Quinlan J. Moyer Flyball: LF
b2 2 --- 1,(0-0)  1% 52% 0-0 LAA G. Anderson J. Moyer Single to CF (Line Drive)
b2 2 1-- 6,(3-2)  2% 55% 0-0 LAA T. Salmon J. Moyer Walk; Anderson to 2B
b2 2 12- O 6,(3-2)  -5% 50% 0-0 LAA H. Kendrick J. Moyer Groundout: SS-1B
0 runs, 1 hit, 0 errors, 2 LOB. Mariners 0, Angels 0.
Top of the 3rd, Mariners Batting, Tied 0-0, Angels' Kelvim Escobar facing 8-9-1
t3 0 --- O 2,(0-1)  3% 53% 0-0 SEA Y. Betancourt K. Escobar Groundout: SS-1B
t3 1 --- O 4,(1-2)  2% 55% 0-0 SEA W. Bloomquist K. Escobar Strikeout Swinging
t3 2 --- 6,(3-2)  -1% 53% 0-0 SEA I. Suzuki K. Escobar Single to CF (Fly Ball)
t3 2 1-- O 3,(1-1)  3% 56% 0-0 SEA J. Lopez K. Escobar Groundout: SS-1B
0 runs, 1 hit, 0 errors, 1 LOB. Mariners 0, Angels 0.
Bottom of the 3rd, Angels Batting, Tied 0-0, Mariners' Jamie Moyer facing 9-1-2
b3 0 --- O 3,(1-1)  -3% 53% 0-0 LAA J. Molina J. Moyer Popfly: 2B
b3 1 --- 2,(0-1)  3% 56% 0-0 LAA C. Figgins J. Moyer Single to CF (Line Drive)
b3 1 1-- 3,(1-1)  7% 63% 0-0 LAA M. Izturis J. Moyer Single to CF (Ground Ball); Figgins to 3B
b3 1 1-3 RO 4,(1-2)  2% 65% 0-0 LAA O. Cabrera J. Moyer Flyball: RF/Sacrifice Fly; Figgins Scores; Izturis to 2B/Adv on throw
b3 2 -2- 4,(3-0)  1% 66% 1-0 LAA V. Guerrero J. Moyer Intentional Walk
b3 2 12- O 2,(0-1)  -4% 62% 1-0 LAA R. Quinlan J. Moyer Popfly: SS
1 run, 2 hits, 0 errors, 2 LOB. Mariners 0, Angels 1.
Top of the 4th, Mariners Batting, Behind 0-1, Angels' Kelvim Escobar facing 3-4-5
t4 0 --- O 2,(0-1)  3% 65% 0-1 SEA A. Beltre K. Escobar Popfly: 1B
t4 1 --- O 4,(1-2)  2% 67% 0-1 SEA R. Ibanez K. Escobar Strikeout Swinging
t4 2 --- 3,(0-2)  -2% 65% 0-1 SEA R. Sexson K. Escobar Single to CF (Line Drive)
t4 2 1-- 5,(2-2)  -3% 62% 0-1 SEA B. Broussard K. Escobar Single to LF (Fly Ball); Sexson to 3B
t4 2 1-3 O 3,(0-2)  6% 68% 0-1 SEA K. Johjima K. Escobar Flyball: LF
0 runs, 2 hits, 0 errors, 2 LOB. Mariners 0, Angels 1.
Bottom of the 4th, Angels Batting, Ahead 1-0, Mariners' Jamie Moyer facing 6-7-8
b4 0 --- 4,(1-2)  9% 77% 1-0 LAA G. Anderson J. Moyer Triple to LF (Line Drive to Deep LF Line)
b4 0 --3 O 6,(3-2)  -4% 73% 1-0 LAA T. Salmon J. Moyer Strikeout Swinging
b4 1 --3 RO 3,(1-1)  2% 75% 1-0 LAA H. Kendrick J. Moyer Flyball: LF/Sacrifice Fly; Anderson Scores
b4 2 --- O 2,(0-1)  -1% 74% 2-0 LAA J. Molina J. Moyer Lineout: 2B (Short RF)
1 run, 1 hit, 0 errors, 0 LOB. Mariners 0, Angels 2.
Top of the 5th, Mariners Batting, Behind 0-2, Angels' Kelvim Escobar facing 8-9-1
t5 0 --- O 4,(2-1)  3% 77% 0-2 SEA Y. Betancourt K. Escobar Flyball: LF (Deep LF-CF)
t5 1 --- O 2,(0-1)  2% 79% 0-2 SEA W. Bloomquist K. Escobar Flyball: LF
t5 2 --- O 4,(1-2)  1% 81% 0-2 SEA I. Suzuki K. Escobar Strikeout Swinging
0 runs, 0 hits, 0 errors, 0 LOB. Mariners 0, Angels 2.
Bottom of the 5th, Angels Batting, Ahead 2-0, Mariners' Jamie Moyer facing 1-2-3
b5 0 --- 4,(1-2)  2% 83% 2-0 LAA C. Figgins J. Moyer Single to CF (Ground Ball)
b5 0 1-- 3,(2-0)  2% 85% 2-0 LAA M. Izturis J. Moyer Figgins Steals 2B
b5 0 -2- O 5,(2-2)  -3% 82% 2-0 LAA M. Izturis J. Moyer Strikeout Swinging
b5 1 -2- O 4,(2-1)  -4% 78% 2-0 LAA O. Cabrera J. Moyer Figgins Caught Stealing 3B (C-3B)
b5 2 --- O 7,(3-2)  -1% 77% 2-0 LAA O. Cabrera J. Moyer Flyball: RF (CF-RF)
0 runs, 1 hit, 0 errors, 0 LOB. Mariners 0, Angels 2.
Top of the 6th, Mariners Batting, Behind 0-2, Angels' Kelvim Escobar facing 2-3-4
t6 0 --- 3,(1-1)  -5% 72% 0-2 SEA J. Lopez K. Escobar Single to C (Ground Ball to Front of Home)
t6 0 1-- O 5,(1-2)  5% 77% 0-2 SEA A. Beltre K. Escobar Lineout: LF
t6 1 1-- 3,(0-2)  -2% 75% 0-2 SEA R. Ibanez K. Escobar Lopez Steals 2B
t6 1 -2- O 5,(1-2)  5% 80% 0-2 SEA R. Ibanez K. Escobar Strikeout Swinging
t6 2 -2- 5,(3-1)  -2% 78% 0-2 SEA R. Sexson K. Escobar Walk
t6 2 12- O 2,(0-1)  6% 84% 0-2 SEA B. Broussard K. Escobar Popfly: SS
0 runs, 1 hit, 0 errors, 2 LOB. Mariners 0, Angels 2.
Bottom of the 6th, Angels Batting, Ahead 2-0, Mariners' Jamie Moyer facing 4-5-6
b6 0 --- 5,(3-1)  2% 86% 2-0 LAA V. Guerrero J. Moyer Walk
b6 0 1-- 4,(1-2)  3% 89% 2-0 LAA R. Quinlan J. Moyer Single to 3B (Ground Ball); Guerrero to 2B
b6 0 12- OO 1,(0-0)  -6% 83% 2-0 LAA G. Anderson J. Moyer Ground Ball Double Play: 1B-SS-1B; Guerrero to 3B
b6 2 --3 O 4,(1-2)  -3% 81% 2-0 LAA T. Salmon J. Moyer Groundout: 3B-1B
0 runs, 1 hit, 0 errors, 1 LOB. Mariners 0, Angels 2.
Top of the 7th, Mariners Batting, Behind 0-2, Angels' Kelvim Escobar facing 7-8-9
t7 0 --- 2,(0-1)  -9% 72% 0-2 SEA K. Johjima K. Escobar Double to RF (Line Drive to Deep CF-RF)
t7 0 -2- 2,(0-1)  -11% 61% 0-2 SEA Y. Betancourt K. Escobar Single to RF (Line Drive); Johjima to 3B
t7 0 1-3 ROO 2,(0-1)  15% 76% 0-2 SEA W. Bloomquist K. Escobar Ground Ball Double Play: SS-2B-1B; Johjima Scores
t7 2 --- O 4,(1-2)  2% 78% 1-2 SEA I. Suzuki K. Escobar Flyball: LF
1 run, 2 hits, 0 errors, 0 LOB. Mariners 1, Angels 2.
Bottom of the 7th, Angels Batting, Ahead 2-1, Mariners' Jamie Moyer facing 8-9-1
b7 0 --- O 4,(1-2)  -2% 76% 2-1 LAA H. Kendrick J. Moyer Strikeout Swinging
b7 1 --- O 2,(0-1)  -2% 75% 2-1 LAA J. Molina J. Moyer Flyball: CF (Deep CF)
b7 2 --- 4,(2-1)  2% 77% 2-1 LAA C. Figgins J. Moyer Double to LF (Fly Ball to Deep LF)
Mark Lowe replaces Jamie Moyer pitching
b7 2 -2- 4,(1-2)  1% 77% 2-1 LAA M. Izturis M. Lowe Hit By Pitch
b7 2 12- 6,(3-2)  2% 80% 2-1 LAA O. Cabrera M. Lowe Walk; Figgins to 3B; Izturis to 2B
b7 2 123 RRR 2,(0-1)  17% 96% 2-1 LAA V. Guerrero M. Lowe Double to CF (Line Drive to Deep CF); Figgins Scores; Izturis Scores; Cabrera Scores
b7 2 -2- 6,(3-2)  0% 97% 5-1 LAA R. Quinlan M. Lowe Walk
George Sherrill replaces Mark Lowe pitching
b7 2 12- O 2,(0-1)  -1% 96% 5-1 LAA G. Anderson G. Sherrill Flyball: CF (Deep CF)
3 runs, 2 hits, 0 errors, 2 LOB. Mariners 1, Angels 5.
Top of the 8th, Mariners Batting, Behind 1-5, Angels' Scot Shields facing 2-3-4
Scot Shields replaces Kelvim Escobar pitching
t8 0 --- O 8,(3-2)  1% 97% 1-5 SEA J. Lopez S. Shields Flyball: LF (LF-CF)
t8 1 --- O 5,(3-1)  1% 98% 1-5 SEA A. Beltre S. Shields Groundout: SS-1B
t8 2 --- O 4,(2-1)  0% 99% 1-5 SEA R. Ibanez S. Shields Groundout: SS-1B
0 runs, 0 hits, 0 errors, 0 LOB. Mariners 1, Angels 5.
Bottom of the 8th, Angels Batting, Ahead 5-1, Mariners' Rafael Soriano facing 7-8-9
Rafael Soriano replaces George Sherrill pitching
b8 0 --- O 7,(3-2)  -0% 99% 5-1 LAA T. Salmon R. Soriano Strikeout Swinging
b8 1 --- O 7,(3-2)  -0% 98% 5-1 LAA H. Kendrick R. Soriano Strikeout Looking
b8 2 --- O 5,(2-2)  -0% 98% 5-1 LAA J. Molina R. Soriano Strikeout Swinging
0 runs, 0 hits, 0 errors, 0 LOB. Mariners 1, Angels 5.
Top of the 9th, Mariners Batting, Behind 1-5, Angels' Scot Shields facing 5-6-7
t9 0 --- 3,(1-1)  -2% 96% 1-5 SEA R. Sexson S. Shields Double to RF (Line Drive to Deep RF)
t9 0 -2- O 2,(0-1)  2% 98% 1-5 SEA B. Broussard S. Shields Popfly: SS (Short LF Line)
t9 1 -2- R 1,(0-0)  -3% 96% 1-5 SEA K. Johjima S. Shields Double to LF (Fly Ball to Deep LF); Sexson Scores
Francisco Rodriguez replaces Scot Shields pitching
t9 1 -2- 1,(0-0)  -4% 91% 2-5 SEA Y. Betancourt F. Rodriguez Single to SS (Ground Ball); Johjima stays at 2B
Chris Snelling pinch hits for Willie Bloomquist (CF) batting 9th
t9 1 12- 4,(1-2)  -3% 89% 2-5 SEA C. Snelling F. Rodriguez Wild Pitch; Johjima to 3B; Betancourt to 2B
t9 1 -23 O 5,(2-2)  7% 95% 2-5 SEA C. Snelling F. Rodriguez Strikeout Swinging
t9 2 -23 O 2,(1-0)  5% 100% 2-5 SEA I. Suzuki F. Rodriguez Groundout: P unassisted
1 run, 3 hits, 0 errors, 2 LOB. Mariners 2, Angels 5.

Retrosheet.org Boxscore:ANA200608170

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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