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Scores
Standings
HOU
@BAL
4
5
 
(10)
ARI
@CHW
4
3
MIN
@DET
3
9
WSN
@OAK
3
4
 
(10)
KCR
@SEA
1
3
CLE
@TBR
1
7
BOS
@TEX
8
3
LAA
@TOR
5
3
CHC
@ATL
0
2
COL
@CIN
11
2
SFG
@LAD
2
6
NYY
@MIL
4
5
PHI
@NYM
5
4
STL
@PIT
3
4
MIA
@SDP
3
9
Saturday, May 10, 2014, 7:10 pm
, Turner Field
Attendance: 30,658, Time of Game: 2:19
Cubs
0
12-23
 Lost 2 
5th, 10 GB
at Braves
2
20-15
 Won 2 
1st
W: Ervin Santana (4-0)
                1  2  3   4  5  6   7  8  9    R  H  E
                -  -  -   -  -  -   -  -  -    -  -  -
Cubs            0  0  0   0  0  0   0  0  0    0  6  0
Braves          0  0  0   0  0  0   2  0  X    2  5  0

Chicago Cubs

Batting AB R H RBI BB SO PA BA OBP SLG OPS Pit Str WPA aLI WPA+ WPA- RE24 PO A
Emilio Bonifacio CF 4 0 1 0 0 1 4 .295 .345 .356 .701 17 13 -0.040 0.96 0.036 -0.076 -0.1 1 0
Ryan Kalish RF 4 0 2 0 0 0 4 .268 .316 .352 .668 16 10 -0.026 1.23 0.081 -0.107 -0.3 2 0 GDP
Anthony Rizzo 1B 4 0 1 0 0 1 4 .283 .399 .488 .887 10 8 -0.087 1.21 0.020 -0.106 -0.6 6 1 GDP
Starlin Castro SS 3 0 1 0 1 0 4 .275 .324 .435 .759 17 8 -0.025 1.17 0.088 -0.113 -0.1 2 0 2B
Luis Valbuena 2B 3 0 0 0 1 2 4 .209 .346 .337 .683 14 8 -0.058 1.33 0.014 -0.072 -0.4 2 1
Welington Castillo C 3 0 0 0 0 2 3 .243 .310 .417 .727 12 8 -0.142 1.51 0.000 -0.142 -1.1 7 0
Mike Olt 3B 3 0 0 0 0 2 3 .185 .264 .457 .721 11 7 -0.102 1.34 0.000 -0.102 -0.8 0 2
Junior Lake LF 3 0 1 0 0 1 3 .242 .271 .407 .677 11 8 -0.002 0.91 0.043 -0.045 -0.1 3 0
Jeff Samardzija P 2 0 0 0 0 2 2 .111 .105 .167 .272 11 7 -0.031 0.62 0.000 -0.031 -0.2 1 0
   Brian Schlitter P 0 0 0 0 0 0 0 0.000 0.00 0.000 0.000 0.0 0 2
   James Russell P 0 0 0 0 0 0 0 0.000 0.00 0.000 0.000 0.0 0 0
   Nate Schierholtz PH 1 0 0 0 0 1 1 .191 .233 .245 .479 3 3 -0.044 1.90 0.000 -0.044 -0.3
   Justin Grimm P 0 0 0 0 0 0 0 0.000 0.00 0.000 0.000 0.0 0 0
Team Totals 30 0 6 0 2 12 32 .200 .250 .233 .483 122 80 -0.557 1.19 0.282 -0.838 -4.0 24 6
2B: S Castro (7, off E Santana).
TB: S Castro 2; R Kalish 2; J Lake; A Rizzo; E Bonifacio.
GIDP: R Kalish (3); A Rizzo (1).
Team LOB: 5.
With RISP: 0 for 5.

Atlanta Braves

Batting AB R H RBI BB SO PA BA OBP SLG OPS Pit Str WPA aLI WPA+ WPA- RE24 PO A
Jason Heyward RF 3 0 0 0 1 0 4 .206 .297 .301 .598 23 11 -0.015 0.73 0.036 -0.050 -0.4 2 1
Justin Upton LF 2 0 1 0 0 1 3 .296 .378 .576 .954 7 5 0.079 1.15 0.094 -0.015 0.6 1 0 HBP
   Jordan Schafer PR-LF 1 0 0 0 0 0 1 .158 .200 .263 .463 6 3 -0.005 0.21 0.000 -0.005 -0.2 0 0
Freddie Freeman 1B 4 0 0 0 0 1 4 .311 .386 .519 .904 10 7 -0.116 1.30 0.000 -0.116 -1.0 9 1
Evan Gattis C 4 0 0 0 0 0 4 .255 .276 .490 .766 10 7 -0.122 1.25 0.000 -0.122 -1.0 12 0
Chris Johnson 3B 3 1 2 0 0 1 3 .272 .298 .344 .642 10 7 0.056 1.05 0.083 -0.027 0.4 0 1
B.J. Upton CF 2 0 0 0 0 2 3 .202 .281 .315 .595 8 7 -0.076 1.60 0.000 -0.076 -0.7 1 0 SH
Andrelton Simmons SS 3 1 1 0 0 1 3 .265 .290 .419 .709 6 5 0.042 1.29 0.086 -0.044 0.1 2 4
Ervin Santana P 2 0 0 0 0 1 2 .188 .188 .188 .375 5 5 -0.038 0.78 0.000 -0.038 -0.3 0 1
   Ryan Doumit PH 1 0 1 1 0 0 1 .194 .216 .222 .438 2 1 0.162 3.51 0.162 0.000 1.2 2B
   Ramiro Pena 2B 0 0 0 0 0 0 0 .205 .262 .410 .672 0.000 0.00 0.000 0.000 0.0 0 0
Tyler Pastornicky 2B 2 0 0 1 0 0 3 .167 .286 .333 .619 9 7 -0.024 1.09 0.025 -0.049 -0.4 0 4 SH
   David Carpenter P 0 0 0 0 0 0 0 0.000 0.00 0.000 0.000 0.0 0 0
   Craig Kimbrel P 0 0 0 0 0 0 0 0.000 0.00 0.000 0.000 0.0 0 0
Team Totals 27 2 5 2 1 7 31 .185 .241 .222 .464 96 65 -0.057 1.19 0.486 -0.542 -1.6 27 12
2B: R Doumit (1, off B Schlitter).
SH: B Upton (1, off B Schlitter); T Pastornicky (1, off B Schlitter).
HBP: J Upton (2, by J Samardzija).
TB: C Johnson 2; R Doumit 2; A Simmons; J Upton.
RBI: R Doumit (3); T Pastornicky (1).
Team LOB: 5.
With RISP: 2 for 5.
Fielding
DP: 2. A Simmons-F Freeman; T Pastornicky-A Simmons-F Freeman.
Outfield Assists: J Heyward (A Rizzo at 2nd base).

Chicago Cubs

Pitching IP H R ER BB SO HR ERA BF Pit Str Ctct StS StL GB FB LD Unk GSc IR IS WPA aLI RE24
Jeff Samardzija 6 2 0 0 1 7 0 1.45 22 69 48 25 7 16 5 8 2 0 74 0.340 1.14 2.7
Brian Schlitter, L (2-1) 0.2 3 2 2 0 0 0 4.05 5 8 6 5 0 1 3 2 0 0 0 0 -0.312 2.17 -1.9
James Russell 0.1 0 0 0 0 0 0 3.86 1 6 3 1 1 1 0 1 0 0 1 0 0.017 0.65 0.3
Justin Grimm 1 0 0 0 0 0 0 3.38 3 13 8 3 2 3 0 3 0 0 0 0 0.012 0.16 0.5
Team Totals 8 5 2 2 1 7 0 2.25 31 96 65 34 10 21 8 14 2 0 74 1 0 0.057 1.19 1.6

Atlanta Braves

Pitching IP H R ER BB SO HR ERA BF Pit Str Ctct StS StL GB FB LD Unk GSc IR IS WPA aLI RE24
Ervin Santana, W (4-0) 7 5 0 0 1 7 0 1.99 24 88 56 30 9 17 9 7 3 0 73 0.423 1.21 3.1
David Carpenter, H (7) 1 1 0 0 0 3 0 1.80 4 15 12 4 4 4 1 0 0 0 0 0 0.068 1.34 0.5
Craig Kimbrel, S (10) 1 0 0 0 1 2 0 2.51 4 19 12 3 4 5 1 0 0 0 0 0 0.066 0.95 0.5
Team Totals 9 6 0 0 2 12 0 0.00 32 122 80 37 17 26 11 7 3 0 73 0 0 0.557 1.19 4.0
Balks: None.
WP: None.
HBP: J Samardzija (2; J Upton).
IBB: None.
Pickoffs: None.

Other Info

Umpires: HP - Andy Fletcher, 1B - Seth Buckminster, 2B - Mike Muchlinski, 3B - Mike Winters.
Time of Game: 2:19.
Attendance: 30,658.
Start Time Weather: 76° F, Wind 5mph out to Centerfield, Cloudy, No Precipitation.

Starting Lineups

Win Probability Chart

Explanation of WPA  · Mouse over chart for play descriptions  · See below chart for tools  · Direct Link in URL Bar

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Big Plays
Scoring Plays
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Top 5 Plays

View Pitches · wWE and wWPA Explanation
Inn Score Out RoB Pit(cnt) R/O @Bat Batter Pitcher wWPA wWE Play Description
b7 0-0 1 1-3 2,(1-0)  R ATL R. Doumit B. Schlitter 16% 87% Double to LF (Fly Ball to Deep LF Line); Johnson Scores; Simmons to 3B
b7 0-0 1 -2- 1,(0-0)  ATL A. Simmons B. Schlitter 9% 71% Single to LF (Ground Ball thru SS-3B Hole); Johnson to 3B
t6 0-0 1 1-- 1,(0-0)  OO CHC A. Rizzo E. Santana 8% 57% Ground Ball Double Play: SS-1B
t4 0-0 1 --3 4,(2-1)  O CHC S. Castro E. Santana 8% 51% Flyball: RF (CF-RF)
t1 0-0 0 1-- 2,(0-1)  OO CHC R. Kalish E. Santana 7% 54% Ground Ball Double Play: 2B-SS-1B

Play By Play

Inn Score Out RoB Pit(cnt) R/O @Bat Batter Pitcher wWPA wWE Play Description
Top of the 1st, Cubs Batting, Tied 0-0, Braves' Ervin Santana facing 1-2-3
t1 0-0 0 --- 8,(2-2)  CHC E. Bonifacio E. Santana -4% 46% Single to RF (Line Drive to Short RF)
t1 0-0 0 1-- 2,(0-1)  OO CHC R. Kalish E. Santana 7% 54% Ground Ball Double Play: 2B-SS-1B
t1 0-0 2 --- 4,(1-2)  O CHC A. Rizzo E. Santana 1% 55% Groundout: 2B-1B
0 runs, 1 hit, 0 errors, 0 LOB. Cubs 0, Braves 0.
Bottom of the 1st, Braves Batting, Tied 0-0, Cubs' Jeff Samardzija facing 1-2-3
b1 0-0 0 --- 5,(3-1)  O ATL J. Heyward J. Samardzija -2% 52% Popfly: SS
b1 0-0 1 --- 4,(1-2)  O ATL J. Upton J. Samardzija -1% 51% Strikeout Swinging
b1 0-0 2 --- 2,(1-0)  O ATL F. Freeman J. Samardzija -1% 50% Flyball: RF (Deep CF-RF)
0 runs, 0 hits, 0 errors, 0 LOB. Cubs 0, Braves 0.
Top of the 2nd, Cubs Batting, Tied 0-0, Braves' Ervin Santana facing 4-5-6
t2 0-0 0 --- 1,(0-0)  CHC S. Castro E. Santana -7% 43% Double to LF (Line Drive to Deep LF)
t2 0-0 0 -2- 2,(0-1)  O CHC L. Valbuena E. Santana 1% 45% Groundout: 2B-1B; Castro to 3B
t2 0-0 1 --3 3,(1-1)  O CHC W. Castillo E. Santana 6% 51% Flyball: RF (Short RF)
t2 0-0 2 --3 2,(1-0)  O CHC M. Olt E. Santana 4% 55% Groundout: P-1B (Front of Home)
0 runs, 1 hit, 0 errors, 1 LOB. Cubs 0, Braves 0.
Bottom of the 2nd, Braves Batting, Tied 0-0, Cubs' Jeff Samardzija facing 4-5-6
b2 0-0 0 --- 2,(1-0)  O ATL E. Gattis J. Samardzija -2% 53% Flyball: LF (Deep LF)
b2 0-0 1 --- 4,(1-2)  ATL C. Johnson J. Samardzija 3% 55% Single to RF (Line Drive to CF-RF)
b2 0-0 1 1-- 4,(1-2)  O ATL B. Upton J. Samardzija -3% 52% Strikeout Looking
b2 0-0 2 1-- 2,(1-0)  O ATL A. Simmons J. Samardzija -2% 50% Popfly: 2B
0 runs, 1 hit, 0 errors, 1 LOB. Cubs 0, Braves 0.
Top of the 3rd, Cubs Batting, Tied 0-0, Braves' Ervin Santana facing 8-9-1
t3 0-0 0 --- 4,(2-1)  O CHC J. Lake E. Santana 2% 52% Flyball: CF (Deep CF)
t3 0-0 1 --- 6,(2-2)  O CHC J. Samardzija E. Santana 2% 54% Strikeout Swinging
t3 0-0 2 --- 2,(0-1)  O CHC E. Bonifacio E. Santana 1% 55% Groundout: 1B unassisted (Weak 2B-1B)
0 runs, 0 hits, 0 errors, 0 LOB. Cubs 0, Braves 0.
Bottom of the 3rd, Braves Batting, Tied 0-0, Cubs' Jeff Samardzija facing 8-9-1
b3 0-0 0 --- 3,(0-2)  O ATL E. Santana J. Samardzija -2% 53% Strikeout Looking
b3 0-0 1 --- 2,(0-1)  O ATL T. Pastornicky J. Samardzija -2% 51% Groundout: 3B-1B (P's Right)
b3 0-0 2 --- 6,(2-2)  O ATL J. Heyward J. Samardzija -1% 50% Groundout: 1B-P (2B-1B)
0 runs, 0 hits, 0 errors, 0 LOB. Cubs 0, Braves 0.
Top of the 4th, Cubs Batting, Tied 0-0, Braves' Ervin Santana facing 2-3-4
t4 0-0 0 --- 6,(3-2)  CHC R. Kalish E. Santana -4% 46% Single to LF (Ground Ball)
t4 0-0 0 1-- 1,(0-0)  O CHC A. Rizzo E. Santana -2% 44% Single to RF (Fly Ball to CF-RF); Kalish to 3B; Rizzo out at 2B/RF-SS-1B-2B-SS-1B-SS-LF
t4 0-0 1 --3 4,(2-1)  O CHC S. Castro E. Santana 8% 51% Flyball: RF (CF-RF)
t4 0-0 2 --3 4,(3-0)  CHC L. Valbuena E. Santana -1% 50% Walk
t4 0-0 2 1-3 4,(1-2)  O CHC W. Castillo E. Santana 6% 56% Strikeout Swinging
0 runs, 2 hits, 0 errors, 2 LOB. Cubs 0, Braves 0.
Bottom of the 4th, Braves Batting, Tied 0-0, Cubs' Jeff Samardzija facing 2-3-4
b4 0-0 0 --- 1,(0-0)  ATL J. Upton J. Samardzija 4% 60% Single to CF (Ground Ball thru SS-2B)
b4 0-0 0 1-- 4,(1-2)  O ATL F. Freeman J. Samardzija -4% 56% Strikeout Swinging
b4 0-0 1 1-- 1,(0-0)  O ATL E. Gattis J. Samardzija -3% 53% Popfly: 1B (Short 3B Line)
b4 0-0 2 1-- 5,(2-2)  O ATL C. Johnson J. Samardzija -3% 50% Strikeout Swinging
0 runs, 1 hit, 0 errors, 1 LOB. Cubs 0, Braves 0.
Top of the 5th, Cubs Batting, Tied 0-0, Braves' Ervin Santana facing 7-8-9
t5 0-0 0 --- 5,(2-2)  O CHC M. Olt E. Santana 3% 53% Strikeout Looking
t5 0-0 1 --- 3,(0-2)  O CHC J. Lake E. Santana 2% 55% Strikeout Swinging
t5 0-0 2 --- 5,(2-2)  O CHC J. Samardzija E. Santana 1% 56% Strikeout Looking
0 runs, 0 hits, 0 errors, 0 LOB. Cubs 0, Braves 0.
Bottom of the 5th, Braves Batting, Tied 0-0, Cubs' Jeff Samardzija facing 6-7-8
b5 0-0 0 --- 3,(0-2)  O ATL B. Upton J. Samardzija -3% 53% Strikeout Swinging
b5 0-0 1 --- 3,(0-2)  O ATL A. Simmons J. Samardzija -2% 51% Strikeout Looking
b5 0-0 2 --- 2,(0-1)  O ATL E. Santana J. Samardzija -1% 50% Groundout: 2B-1B
0 runs, 0 hits, 0 errors, 0 LOB. Cubs 0, Braves 0.
Top of the 6th, Cubs Batting, Tied 0-0, Braves' Ervin Santana facing 1-2-3
t6 0-0 0 --- 3,(1-1)  O CHC E. Bonifacio E. Santana 3% 53% Lineout: 1B (2B-1B)
t6 0-0 1 --- 3,(1-1)  CHC R. Kalish E. Santana -4% 50% Single to 2B (Ground Ball to SS-2B)
t6 0-0 1 1-- 1,(0-0)  OO CHC A. Rizzo E. Santana 8% 57% Ground Ball Double Play: SS-1B
0 runs, 1 hit, 0 errors, 0 LOB. Cubs 0, Braves 0.
Bottom of the 6th, Braves Batting, Tied 0-0, Cubs' Jeff Samardzija facing 9-1-2
b6 0-0 0 --- 4,(1-2)  O ATL T. Pastornicky J. Samardzija -3% 54% Groundout: 3B-1B (Weak 3B)
b6 0-0 1 --- 6,(3-2)  ATL J. Heyward J. Samardzija 4% 58% Walk
b6 0-0 1 1-- 2,(0-1)  ATL J. Upton J. Samardzija 5% 63% Hit By Pitch; Heyward to 2B
Jordan Schafer pinch runs for Justin Upton (LF) batting 2nd
b6 0-0 1 12- 1,(0-0)  O ATL F. Freeman J. Samardzija -6% 56% Flyball: LF (LF-CF)
b6 0-0 2 12- 3,(1-1)  O ATL E. Gattis J. Samardzija -6% 50% Lineout: LF (Deep LF-CF)
0 runs, 0 hits, 0 errors, 2 LOB. Cubs 0, Braves 0.
Top of the 7th, Cubs Batting, Tied 0-0, Braves' Ervin Santana facing 4-5-6
Jordan Schafer moves from PR to LF
t7 0-0 0 --- 5,(3-1)  O CHC S. Castro E. Santana 4% 54% Groundout: 3B-1B (Weak 3B)
t7 0-0 1 --- 5,(2-2)  O CHC L. Valbuena E. Santana 3% 56% Strikeout Swinging
t7 0-0 2 --- 5,(2-2)  O CHC W. Castillo E. Santana 2% 58% Strikeout Looking
0 runs, 0 hits, 0 errors, 0 LOB. Cubs 0, Braves 0.
Bottom of the 7th, Braves Batting, Tied 0-0, Cubs' Brian Schlitter facing 5-6-7
Brian Schlitter replaces Jeff Samardzija pitching and batting 9th
b7 0-0 0 --- 1,(0-0)  ATL C. Johnson B. Schlitter 6% 64% Single to 2B (Pop Fly to Short CF)
b7 0-0 0 1-- 1,(0-0)  O ATL B. Upton B. Schlitter -2% 62% Bunt Groundout: P-1B/Sacrifice (Front of Home); Johnson to 2B
b7 0-0 1 -2- 1,(0-0)  ATL A. Simmons B. Schlitter 9% 71% Single to LF (Ground Ball thru SS-3B Hole); Johnson to 3B
Ryan Doumit pinch hits for Ervin Santana (P) batting 8th
b7 0-0 1 1-3 2,(1-0)  R ATL R. Doumit B. Schlitter 16% 87% Double to LF (Fly Ball to Deep LF Line); Johnson Scores; Simmons to 3B
b7 1-0 1 -23 3,(1-1)  RO ATL T. Pastornicky B. Schlitter 3% 90% Bunt Groundout: P-1B/Sacrifice (Front of Home); Simmons Scores; Doumit to 3B
James Russell replaces Brian Schlitter pitching and batting 9th
b7 2-0 2 --3 6,(3-2)  O ATL J. Heyward J. Russell -2% 88% Popfly: 2B
2 runs, 3 hits, 0 errors, 1 LOB. Cubs 0, Braves 2.
Top of the 8th, Cubs Batting, Behind 0-2, Braves' David Carpenter facing 7-8-9
David Carpenter replaces Tyler Pastornicky (2B) pitching and batting 9th
Ramiro Pena replaces Ryan Doumit (PH) playing 2B batting 8th
t8 0-2 0 --- 4,(1-2)  O CHC M. Olt D. Carpenter 3% 91% Strikeout Swinging
t8 0-2 1 --- 4,(1-2)  CHC J. Lake D. Carpenter -4% 87% Single to CF (Ground Ball)
Nate Schierholtz pinch hits for James Russell (P) batting 9th
t8 0-2 1 1-- 3,(0-2)  O CHC N. Schierholtz D. Carpenter 4% 91% Strikeout Swinging
t8 0-2 2 1-- 4,(1-2)  O CHC E. Bonifacio D. Carpenter 3% 95% Strikeout Swinging
0 runs, 1 hit, 0 errors, 1 LOB. Cubs 0, Braves 2.
Bottom of the 8th, Braves Batting, Ahead 2-0, Cubs' Justin Grimm facing 2-3-4
Justin Grimm replaces Nate Schierholtz (PH) pitching and batting 9th
b8 2-0 0 --- 6,(3-2)  O ATL J. Schafer J. Grimm -1% 94% Flyball: CF
b8 2-0 1 --- 3,(1-1)  O ATL F. Freeman J. Grimm -0% 94% Popfly: SS (SS-3B Hole)
b8 2-0 2 --- 4,(1-2)  O ATL E. Gattis J. Grimm -0% 93% Flyball: RF (CF-RF)
0 runs, 0 hits, 0 errors, 0 LOB. Cubs 0, Braves 2.
Top of the 9th, Cubs Batting, Behind 0-2, Braves' Craig Kimbrel facing 2-3-4
Craig Kimbrel replaces David Carpenter pitching and batting 9th
t9 0-2 0 --- 5,(2-2)  O CHC R. Kalish C. Kimbrel 3% 97% Groundout: SS-1B (Weak SS)
t9 0-2 1 --- 4,(1-2)  O CHC A. Rizzo C. Kimbrel 2% 99% Strikeout Swinging
t9 0-2 2 --- 7,(3-2)  CHC S. Castro C. Kimbrel -2% 97% Walk
t9 0-2 2 1-- 3,(0-2)  O CHC L. Valbuena C. Kimbrel 3% 100% Strikeout Swinging
0 runs, 0 hits, 0 errors, 1 LOB. Cubs 0, Braves 2.
  • Score- The score from the perspective of the batting team.
  • 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.
  • 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.
  • 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.
  • 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.
  • 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
  • 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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