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Scores
Standings
CLE
@BAL		5
10
CLE
@BAL		1
0
MIN
@CHW		3
6
MIN
@CHW		10
3
MIL
@KCR		3
4
MIL
@KCR		4
6
BOS
@NYY		3
5
BOS
@NYY		0
3
CAL
@OAK		4
2
DET
@WSA		3
0
HOU
@ATL		6
4
SFG
@LAD		2
5
NYM
@MON		7
0
STL
@PHI		6
3
STL
@PHI		1
2
CHC
@PIT		1
4
CHC
@PIT		5
10
CIN
@SDP		1
0
Monday, September 6, 1971
, White Sox Park
Attendance: 16,197, Time of Game: 2:32
Second game of doubleheader, see First game.
Twins
10
64-74
⇐ Won 1 ⇒
4th, 24 GB
 at White Sox
3
66-74
⇐ Lost 1 ⇒
3rd, 23 GB
W: Pete Hamm (2-1)
L: Rich Hinton (2-4)
 
                1  2  3   4  5  6   7  8  9    R  H  E
                -  -  -   -  -  -   -  -  -    -  -  -
Twins           4  0  0   3  0  1   0  0  2   10 13  0
White Sox       0  0  0   0  0  0   0  3  0    3  7  0

Minnesota Twins

Batting AB R H RBI BB SO BA OPS WPA aLI WPA+ WPA- RE24 PO A
Cesar Tovar RF 4 1 2 1 1 0 .302 .713 0.042 0.34 0.060 -0.018 0.8 1 0 CS
Rod Carew 2B 4 2 2 0 1 0 .308 .743 0.069 0.37 0.069 0.000 0.6 2 2
Harmon Killebrew 1B 4 2 2 4 0 1 .244 .804 0.174 0.54 0.185 -0.011 3.0 9 1 HR,2B,SF
   Rich Reese 1B 0 0 0 0 0 0 .218 .623 0.000 0.00 0.000 0.000 0.0 2 0
Steve Brye LF 4 0 0 0 1 1 .292 .888 -0.056 0.34 0.001 -0.057 -1.0 2 0
Leo Cardenas SS 4 1 1 0 1 3 .275 .767 -0.073 0.40 0.014 -0.087 -1.1 4 3 CS
Eric Soderholm 3B 4 2 2 2 0 1 .211 .768 0.146 0.48 0.160 -0.014 1.6 0 5 HBP
Phil Roof C 4 0 1 1 1 0 .215 .557 0.062 0.18 0.067 -0.005 0.8 4 0 2B
Jim Nettles CF 4 1 2 2 1 1 .239 .705 0.029 0.19 0.029 -0.001 1.7 2 0 2B
Pete Hamm P 3 1 1 0 0 1 .125 .250 -0.019 0.29 0.001 -0.020 -0.4 1 2 SH
Team Totals 35 10 13 10 6 8 .371 1.008 0.374 0.35 0.586 -0.213 6.0 27 13
2B: H Killebrew (19, off R Hinton); P Roof (6, off R Hinton); J Nettles (5, off J Horlen).
HR: H Killebrew (20, off J Horlen; 4th inn, 1 on, 2 outs to LF).
SF: H Killebrew (9, off S Perzanowski).
SH: P Hamm (1, off J Horlen).
HBP: E Soderholm (2, by J Magnuson).
TB: H Killebrew 6; J Nettles 3; E Soderholm 2; C Tovar 2; R Carew 2; P Roof 2; L Cardenas; P Hamm.
RBI: H Killebrew 4 (104); E Soderholm 2 (3); J Nettles 2 (23); C Tovar (34); P Roof (15).
2-out RBI: E Soderholm 2; J Nettles 2; H Killebrew 2; P Roof.
Team LOB: 7.
With RISP: 5 for 9.
Fielding
DP: 2. E Soderholm-R Carew-R Reese; R Carew-L Cardenas-H Killebrew.
Baserunning
CS: C Tovar (13, 2nd base by J Horlen/E Herrmann); L Cardenas (3, 2nd base by J Horlen/E Herrmann).

Chicago White Sox

Batting AB R H RBI BB SO BA OPS WPA aLI WPA+ WPA- RE24 PO A
Pat Kelly RF 4 1 1 2 0 0 .301 .850 -0.027 0.29 0.002 -0.029 0.7 4 0 HR,GDP
Jay Johnstone CF 4 1 1 1 0 1 .270 .783 -0.011 0.15 0.004 -0.015 0.6 1 1 HR
Rich McKinney 2B 4 0 0 0 0 0 .289 .731 -0.011 0.11 0.000 -0.011 -0.5 4 1
   Jim Magnuson P 0 0 0 0 0 0 .000 .000 0.000 0.00 0.000 0.000 0.0 0 0
Bill Melton 3B 3 0 0 0 1 1 .279 .864 -0.010 0.25 0.009 -0.018 -0.2 1 4
Carlos May 1B 4 0 2 0 0 0 .291 .766 -0.018 0.21 0.001 -0.019 -0.1 5 1
Rick Reichardt LF 4 0 1 0 0 1 .297 .785 0.001 0.14 0.009 -0.008 -0.4 1 0 GDP
Ed Herrmann C 3 1 1 0 0 0 .233 .703 -0.027 0.41 0.001 -0.028 -0.3 8 2
Rich Morales SS 1 0 0 0 0 0 .243 .645 -0.011 0.46 0.000 -0.011 -0.1 2 0
   Bob Spence PH 1 0 0 0 0 0 .148 .421 -0.008 0.30 0.000 -0.008 -0.4
   Lee Richard SS 1 0 0 0 0 1 .229 .587 -0.002 0.06 0.000 -0.002 -0.3 0 1
Rich Hinton P 0 0 0 0 0 0 .000 .000 0.000 0.00 0.000 0.000 0.0 0 0
   Joe Horlen P 1 0 0 0 0 0 .103 .203 -0.007 0.26 0.000 -0.007 -0.1 0 1
   Stan Perzanowski P 0 0 0 0 0 0 .000 .000 0.000 0.00 0.000 0.000 0.0 1 0
   Walt Williams PH 1 0 1 0 0 0 .297 .785 0.004 0.10 0.004 0.000 0.4
   Don Eddy P 0 0 0 0 0 0 0.000 0.00 0.000 0.000 0.0 0 1
   Steve Huntz PH-2B 1 0 0 0 0 0 .219 .613 -0.001 0.03 0.000 -0.001 -0.3 0 0
Team Totals 32 3 7 3 1 4 .219 .649 -0.128 0.21 0.030 -0.157 -1.0 27 12
HR: P Kelly (3, off P Hamm; 8th inn, 1 on, 2 outs to RF); J Johnstone (14, off P Hamm; 8th inn, 0 on, 2 outs to RF).
TB: P Kelly 4; J Johnstone 4; C May 2; W Williams; E Herrmann; R Reichardt.
GIDP: R Reichardt (9); P Kelly (2).
RBI: P Kelly 2 (14); J Johnstone (38).
2-out RBI: P Kelly 2; J Johnstone.
Team LOB: 3.
With RISP: 0 for 2.
Fielding
DP: 1. E Herrmann-R McKinney.
Outfield Assists: J Johnstone (P Roof at 3rd base).

Minnesota Twins

Pitching IP H R ER BB SO HR ERA BF GSc IR IS WPA aLI RE24
Pete Hamm, W (2-1) 9 7 3 3 1 4 2 6.40 33 64 0.126 0.21 1.0
Team Totals 9 7 3 3 1 4 2 3.00 33 64 0.126 0.35 1.0

Chicago White Sox

Pitching IP H R ER BB SO HR ERA BF GSc IR IS WPA aLI RE24
Rich Hinton, L (2-4) 0.2 4 4 4 2 1 0 4.22 8 27 -0.345 1.17 -4.0
Joe Horlen 3 6 3 3 1 3 1 4.40 14 2 0 -0.026 0.34 -1.5
Stan Perzanowski 2.1 1 1 1 1 2 0 12.60 9 1 0 0.001 0.03 0.1
Don Eddy 2 1 0 0 0 2 0 2.79 7 0 0 0.001 0.01 0.9
Jim Magnuson 1 1 2 2 2 0 0 4.82 6 0 0 -0.004 0.03 -1.6
Team Totals 9 13 10 10 6 8 1 10.00 44 27 3 0 -0.373 0.21 -6.0
Balks: None.
WP: R Hinton (1).
HBP: J Magnuson (2; E Soderholm).
IBB: None.
Pickoffs: None.

Other Info

Umpires: HP - Bill Kunkel, 1B - Ron Luciano, 2B - (none), 3B - John Rice.
Time of Game: 2:32.
Attendance: 16,197.
Field Condition: Unknown.
Start Time Weather: Overcast, Rain.

Starting Lineups

Minnesota Twins         Chicago White Sox
1 Cesar Tovar RF 1 Pat Kelly RF
2 Rod Carew 2B 2 Jay Johnstone CF
3 Harmon Killebrew 1B 3 Rich McKinney 2B
4 Steve Brye LF 4 Bill Melton 3B
5 Leo Cardenas SS 5 Carlos May 1B
6 Eric Soderholm 3B 6 Rick Reichardt LF
7 Phil Roof C 7 Ed Herrmann C
8 Jim Nettles CF 8 Rich Morales SS
9 Pete Hamm P 9 Rich Hinton P

Win Probability Chart

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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
t1 1-0 2 -23 RR MIN E. Soderholm R. Hinton 15% 77% Single to CF; Carew Scores; Killebrew Scores
t1 0-0 0 12- R MIN H. Killebrew R. Hinton 14% 73% Double to LF; Tovar Scores; Carew to 3B
t1 1-0 1 -23 O MIN L. Cardenas R. Hinton -7% 62% Strikeout
t1 3-0 2 -2- R MIN P. Roof R. Hinton 7% 84% Double to CF; Soderholm Scores
t1 0-0 0 1-- MIN R. Carew R. Hinton 6% 59% Walk; Tovar to 2B

Play By Play

View Pitches · Box Score Explanation · wWE and wWPA Explanation
Inn Score Out RoB Pit(cnt) R/O @Bat Batter Pitcher wWPA wWE Play Description
Top of the 1st, Twins Batting, Tied 0-0, White Sox' Rich Hinton facing 1-2-3
t1 0-0 0 --- MIN C. Tovar R. Hinton 4% 54% Single to SS
t1 0-0 0 1-- MIN R. Carew R. Hinton 6% 59% Walk; Tovar to 2B
t1 0-0 0 12- R MIN H. Killebrew R. Hinton 14% 73% Double to LF; Tovar Scores; Carew to 3B
t1 1-0 0 -23 O MIN S. Brye R. Hinton -5% 68% Flyball: RF
t1 1-0 1 -23 O MIN L. Cardenas R. Hinton -7% 62% Strikeout
t1 1-0 2 -23 RR MIN E. Soderholm R. Hinton 15% 77% Single to CF; Carew Scores; Killebrew Scores
t1 3-0 2 1-- MIN P. Roof R. Hinton 1% 77% Wild Pitch; Soderholm to 2B
t1 3-0 2 -2- R MIN P. Roof R. Hinton 7% 84% Double to CF; Soderholm Scores
t1 4-0 2 -2- MIN J. Nettles R. Hinton 0% 84% Walk
Joe Horlen replaces Rich Hinton pitching and batting 9th
t1 4-0 2 12- O MIN P. Hamm J. Horlen -2% 83% Strikeout
4 runs, 4 hits, 0 errors, 2 LOB. Twins 4, White Sox 0.
Bottom of the 1st, White Sox Batting, Behind 0-4, Twins' Pete Hamm facing 1-2-3
b1 0-4 0 --- O CHW P. Kelly P. Hamm 2% 84% Groundout: 3B-1B
b1 0-4 1 --- O CHW J. Johnstone P. Hamm 1% 85% Groundout: P-1B
b1 0-4 2 --- O CHW R. McKinney P. Hamm 1% 86% Groundout: SS-1B
0 runs, 0 hits, 0 errors, 0 LOB. Twins 4, White Sox 0.
Top of the 2nd, Twins Batting, Ahead 4-0, White Sox' Joe Horlen facing 1-2-3
t2 4-0 0 --- O MIN C. Tovar J. Horlen -1% 85% Lineout: SS
t2 4-0 1 --- MIN R. Carew J. Horlen 1% 86% Single to P/Bunt
t2 4-0 1 1-- O MIN H. Killebrew J. Horlen -1% 85% Strikeout
t2 4-0 2 1-- O MIN S. Brye J. Horlen -1% 84% Groundout: 3B-2B/Forceout at 2B
0 runs, 1 hit, 0 errors, 1 LOB. Twins 4, White Sox 0.
Bottom of the 2nd, White Sox Batting, Behind 0-4, Twins' Pete Hamm facing 4-5-6
b2 0-4 0 --- O CHW B. Melton P. Hamm 2% 86% Groundout: 3B-1B
b2 0-4 1 --- O CHW C. May P. Hamm 1% 87% Flyball: LF
b2 0-4 2 --- O CHW R. Reichardt P. Hamm 1% 88% Strikeout
0 runs, 0 hits, 0 errors, 0 LOB. Twins 4, White Sox 0.
Top of the 3rd, Twins Batting, Ahead 4-0, White Sox' Joe Horlen facing 5-6-7
t3 4-0 0 --- MIN L. Cardenas J. Horlen 1% 89% Single to LF
t3 4-0 0 1-- OO MIN E. Soderholm J. Horlen -3% 86% Double Play: Strikeout, Cardenas Caught Stealing 2B (C-2B)
t3 4-0 2 --- O MIN P. Roof J. Horlen -0% 86% Groundout: 2B-1B
0 runs, 1 hit, 0 errors, 0 LOB. Twins 4, White Sox 0.
Bottom of the 3rd, White Sox Batting, Behind 0-4, Twins' Pete Hamm facing 7-8-9
b3 0-4 0 --- O CHW E. Herrmann P. Hamm 2% 88% Groundout: 1B-P
b3 0-4 1 --- O CHW R. Morales P. Hamm 1% 89% Flyball: SS
b3 0-4 2 --- O CHW J. Horlen P. Hamm 1% 89% Flyball: CF
0 runs, 0 hits, 0 errors, 0 LOB. Twins 4, White Sox 0.
Top of the 4th, Twins Batting, Ahead 4-0, White Sox' Joe Horlen facing 8-9-1
t4 4-0 0 --- MIN J. Nettles J. Horlen 2% 92% Double to CF
t4 4-0 0 -2- O MIN P. Hamm J. Horlen -0% 91% Bunt Groundout: P-2B/Sacrifice; Nettles to 3B
t4 4-0 1 --3 R MIN C. Tovar J. Horlen 2% 94% Single to RF; Nettles Scores
t4 5-0 1 1-- O MIN R. Carew J. Horlen -1% 93% Tovar Caught Stealing 2B (C-SS)
t4 5-0 2 --- MIN R. Carew J. Horlen 0% 93% Single to LF
t4 5-0 2 1-- RR MIN H. Killebrew J. Horlen 5% 97% Home Run; Carew Scores
t4 7-0 2 --- MIN S. Brye J. Horlen 0% 98% Walk
Stan Perzanowski replaces Joe Horlen pitching and batting 9th
t4 7-0 2 1-- O MIN L. Cardenas S. Perzanowski -0% 97% Strikeout
3 runs, 4 hits, 0 errors, 1 LOB. Twins 7, White Sox 0.
Bottom of the 4th, White Sox Batting, Behind 0-7, Twins' Pete Hamm facing 1-2-3
b4 0-7 0 --- O CHW P. Kelly P. Hamm 1% 98% Flyball: SS
b4 0-7 1 --- O CHW J. Johnstone P. Hamm 0% 98% Strikeout
b4 0-7 2 --- O CHW R. McKinney P. Hamm 0% 98% Groundout: P-1B
0 runs, 0 hits, 0 errors, 0 LOB. Twins 7, White Sox 0.
Top of the 5th, Twins Batting, Ahead 7-0, White Sox' Stan Perzanowski facing 6-7-8
t5 7-0 0 --- O MIN E. Soderholm S. Perzanowski -0% 98% Foul Flyball: LF
t5 7-0 1 --- O MIN P. Roof S. Perzanowski -0% 98% Groundout: 3B-1B
t5 7-0 2 --- O MIN J. Nettles S. Perzanowski -0% 98% Groundout: 1B-P
0 runs, 0 hits, 0 errors, 0 LOB. Twins 7, White Sox 0.
Bottom of the 5th, White Sox Batting, Behind 0-7, Twins' Pete Hamm facing 4-5-6
b5 0-7 0 --- CHW B. Melton P. Hamm -1% 97% Walk
b5 0-7 0 1-- O CHW C. May P. Hamm 1% 98% Flyball: 2B
b5 0-7 1 1-- CHW R. Reichardt P. Hamm -1% 97% Single to LF; Melton to 2B
b5 0-7 1 12- O CHW E. Herrmann P. Hamm 1% 98% Flyball: SS
Bob Spence pinch hits for Rich Morales (SS) batting 8th
b5 0-7 2 12- O CHW B. Spence P. Hamm 1% 99% Flyball: RF
0 runs, 1 hit, 0 errors, 2 LOB. Twins 7, White Sox 0.
Top of the 6th, Twins Batting, Ahead 7-0, White Sox' Stan Perzanowski facing 9-1-2
Lee Richard replaces Bob Spence (PH) playing SS batting 8th
t6 7-0 0 --- MIN P. Hamm S. Perzanowski 0% 99% Single to RF
t6 7-0 0 1-- MIN C. Tovar S. Perzanowski 0% 99% Walk; Hamm to 2B
t6 7-0 0 12- O MIN R. Carew S. Perzanowski -0% 99% Groundout: 3B-2B/Forceout at 2B; Hamm to 3B
t6 7-0 1 1-3 RO MIN H. Killebrew S. Perzanowski 0% 99% Flyball: CF/Sacrifice Fly; Hamm Scores
t6 8-0 2 1-- O MIN S. Brye S. Perzanowski -0% 99% Strikeout
1 run, 1 hit, 0 errors, 1 LOB. Twins 8, White Sox 0.
Bottom of the 6th, White Sox Batting, Behind 0-8, Twins' Pete Hamm facing 9-1-2
Walt Williams pinch hits for Stan Perzanowski (P) batting 9th
b6 0-8 0 --- CHW W. Williams P. Hamm -0% 99% Single to LF
b6 0-8 0 1-- OO CHW P. Kelly P. Hamm 1% 100% Ground Ball Double Play: 2B-SS-1B
b6 0-8 2 --- O CHW J. Johnstone P. Hamm 0% 100% Groundout: 1B unassisted
0 runs, 1 hit, 0 errors, 0 LOB. Twins 8, White Sox 0.
Top of the 7th, Twins Batting, Ahead 8-0, White Sox' Don Eddy facing 5-6-7
Don Eddy replaces Walt Williams (PH) pitching and batting 9th
t7 8-0 0 --- O MIN L. Cardenas D. Eddy -0% 100% Strikeout Looking
t7 8-0 1 --- MIN E. Soderholm D. Eddy 0% 100% Single to CF
t7 8-0 1 1-- O MIN P. Roof D. Eddy -0% 100% Flyball: RF
t7 8-0 2 1-- O MIN J. Nettles D. Eddy -0% 100% Strikeout Looking
0 runs, 1 hit, 0 errors, 1 LOB. Twins 8, White Sox 0.
Bottom of the 7th, White Sox Batting, Behind 0-8, Twins' Pete Hamm facing 3-4-5
b7 0-8 0 --- O CHW R. McKinney P. Hamm 0% 100% Groundout: 3B-1B
b7 0-8 1 --- O CHW B. Melton P. Hamm 0% 100% Strikeout
b7 0-8 2 --- CHW C. May P. Hamm -0% 100% Single to RF
b7 0-8 2 1-- O CHW R. Reichardt P. Hamm 0% 100% Flyball: CF
0 runs, 1 hit, 0 errors, 1 LOB. Twins 8, White Sox 0.
Top of the 8th, Twins Batting, Ahead 8-0, White Sox' Don Eddy facing 9-1-2
t8 8-0 0 --- O MIN P. Hamm D. Eddy -0% 100% Flyball: RF
t8 8-0 1 --- O MIN C. Tovar D. Eddy -0% 100% Flyball: RF
t8 8-0 2 --- O MIN R. Carew D. Eddy -0% 100% Groundout: P-1B
0 runs, 0 hits, 0 errors, 0 LOB. Twins 8, White Sox 0.
Bottom of the 8th, White Sox Batting, Behind 0-8, Twins' Pete Hamm facing 7-8-9
b8 0-8 0 --- CHW E. Herrmann P. Hamm -0% 100% Single to 2B
b8 0-8 0 1-- O CHW L. Richard P. Hamm 0% 100% Strikeout
Steve Huntz pinch hits for Don Eddy (P) batting 9th
b8 0-8 1 1-- O CHW S. Huntz P. Hamm 0% 100% Flyball: LF
b8 0-8 2 1-- RR CHW P. Kelly P. Hamm -0% 100% Home Run; Herrmann Scores
b8 2-8 2 --- R CHW J. Johnstone P. Hamm -0% 99% Home Run
b8 3-8 2 --- O CHW R. McKinney P. Hamm 0% 100% Groundout: SS-1B
3 runs, 3 hits, 0 errors, 0 LOB. Twins 8, White Sox 3.
Top of the 9th, Twins Batting, Ahead 8-3, White Sox' Jim Magnuson facing 3-4-5
Jim Magnuson replaces Rich McKinney (2B) pitching and batting 3rd
Steve Huntz moves from PH to 2B
t9 8-3 0 --- O MIN H. Killebrew J. Magnuson -0% 99% Groundout: SS-1B
t9 8-3 1 --- O MIN S. Brye J. Magnuson -0% 99% Groundout: 3B-1B
t9 8-3 2 --- MIN L. Cardenas J. Magnuson 0% 99% Walk
t9 8-3 2 1-- MIN E. Soderholm J. Magnuson 0% 99% Hit By Pitch; Cardenas to 2B
t9 8-3 2 12- MIN P. Roof J. Magnuson 0% 100% Walk; Cardenas to 3B; Soderholm to 2B
t9 8-3 2 123 RRO MIN J. Nettles J. Magnuson 0% 100% Single to CF; Cardenas Scores; Soderholm Scores; Roof out at 3B/CF-3B
2 runs, 1 hit, 0 errors, 1 LOB. Twins 10, White Sox 3.
Bottom of the 9th, White Sox Batting, Behind 3-10, Twins' Pete Hamm facing 4-5-6
Rich Reese replaces Harmon Killebrew playing 1B batting 3rd
b9 3-10 0 --- O CHW B. Melton P. Hamm 0% 100% Groundout: 3B-1B
b9 3-10 1 --- CHW C. May P. Hamm -0% 100% Single to CF
b9 3-10 1 1-- OO CHW R. Reichardt P. Hamm 0% 100% Ground Ball Double Play: 3B-2B-1B
0 runs, 1 hit, 0 errors, 0 LOB. Twins 10, White Sox 3.

Retrosheet.org Boxscore:CHA197109062
BackToBaseball.com Game Playback

Play-by-Play Explanation

  • 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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