Rankings of Negro League players should consider that Negro League data is not complete. Research is still ongoing and we’ll continue to publish updates as more information becomes available. Negro Leagues Data: Frequently Asked Questions

Eastern Colored League Batting Leaders

Wins Above Replacement--all

<strong>Wins Above Replacement</strong><br>A single number that presents the number of wins the player added<br>to the team above what a replacement player (think AAA or AAAA) would add.<br>Scale for a single-season: 8+ MVP Quality, 5+ All-Star Quality, 2+ Starter,<br>0-2 Reserve, < 0 Replacement Level <br>Developed by Sean Smith of BaseballProjection.com

1. FarrellAC 5.7
2. CooperHBG 5.6
3. Wilson3TM 4.9
4. CharlestonHBG 4.6
5. WintersHIL 4.4
6. LundyAC 4.2
7. HubbardAC 4.2
8. RyanHIL 3.8
9. HendersonAC 3.5
10. SmithBRG 3.3

WAR Position Players

<strong>Wins Above Replacement for position players</strong><br>A single number that presents the number of wins the player added<br>to the team above what a replacement player (think AAA or AAAA) would add.<br>Scale: 8+ MVP Quality, 5+ All-Star Quality, 2+ Starter,<br>0-2 Reserve, < 0 Replacement Level <br> Developed by Sean Smith of BaseballProjection.com

1. Wilson2TM 4.9
2. CharlestonHBG 4.8
3. LundyAC 4.2
4. SmithBRG 3.3
5. JenkinsHBG 2.7
6. BeckwithHBG 2.7
7. EgglestonBBS 2.6
8. WhiteAC 2.4
9. JohnsonHBG 2.3
10. DihigoCSE 2.1

Offensive WAR

<strong>Offensive Wins Above Replacement (everything but Fielding)</strong><br>The same statistic as Wins Above Replacement for Position<br>Players (WAR), but with the fielding value excluded.<br>oWAR + dWAR does not equal WAR.<br>Adding would count positions twice.<br>Contains the factor for batting stats, baserunning, a positional adjustment, and the replacement player adjustment.<br> Factors developed by Sean Smith of BaseballProjection.com

1. Wilson2TM 4.8
2. CharlestonHBG 4.6
3. LundyAC 3.2
4. SmithBRG 2.8
5. JenkinsHBG 2.6
6. EgglestonBBS 2.3
7. BeckwithHBG 2.3
8. JohnsonHBG 2.3
9. ScalesNLG 2.1
10. DihigoCSE 2.1

Defensive WAR

<strong>Defensive Wins Above Replacement for position players</strong><br>A defensive measure of wins above replacement, but given<br>only the defensive stats of the player and his position adjustment. For this calculation, we use a<br>replacement level on defense is the league average.<br>Based on Baseball Info Solutions defensive runs saved from 2003 on<br>and total zone rating developed by Sean Smith of BaseballProjection.com previously

1. DayHBG 1.9
2. LundyAC 1.6
3. JohnsonHIL 1.1
4. StephensHIL 0.8
5. HollowayBBS 0.6
6. BeckwithHBG 0.6
7. WashingtonBBS 0.4
8. SmithBRG 0.4
LewisHIL 0.4
10. MarcellAC 0.4

Batting Average

<strong>Hits/At Bats</strong><br>For recent years, leaders need 3.1 PA<br>per team game played<br>Bold indicates either highest BA using current stats<br>or awarded title at end of year.

1. Wilson2TM .429
2. CharlestonHBG .392
3. JohnsonHBG .381
4. EgglestonBBS .374
5. JenkinsHBG .372
6. OmsCSE .343
7. BeckwithHBG .343
8. TaylorBBS .338
9. LundyAC .334
10. WhiteAC .328

On-Base%

<strong>(H + BB + HBP)/(At Bats + BB + HBP + SF)</strong><br>For recent years, leaders need 3.1 PA<br>per team game played

1. CharlestonHBG .500
2. Wilson2TM .498
3. JohnsonHBG .459
4. EgglestonBBS .451
5. JenkinsHBG .446
6. OmsCSE .424
7. LundyAC .403
8. TaylorBBS .402
9. WhiteAC .398
10. MarcellAC .390

Slugging %

Total Bases/At Bats or
(1B + 2*2B + 3*3B + 4*HR)/AB

For recent years, leaders need 3.1 PA
per team game played

1. Wilson2TM .705
2. CharlestonHBG .678
3. DihigoCSE .570
4. JohnsonHBG .567
5. OmsCSE .547
6. EgglestonBBS .540
7. BeckwithHBG .523
8. LundyAC .512
9. LewisAC .495
10. WashingtonBBS .491

On-Base Plus Slugging

<strong>On-Base + Slugging Percentages </strong><br>For recent years, leaders need 3.1 PA<br>per team game played

1. Wilson2TM 1.203
2. CharlestonHBG 1.178
3. JohnsonHBG 1.026
4. EgglestonBBS .992
5. OmsCSE .971
6. DihigoCSE .946
7. JenkinsHBG .937
8. LundyAC .915
9. BeckwithHBG .911
10. CannadyHBG .859

Games Played

Games Played or Pitched

1. WhiteAC 89
2. WarfieldHIL 87
3. LundyAC 86
MarcellAC 86
5. StephensHIL 82
6. LewisAC 80
Thomas2TM 80
8. DallardAC 79
9. SmithAC 77
CarrHIL 77
JohnsonHIL 77

At Bats

At Bats

1. WhiteAC 351
2. LundyAC 332
3. WarfieldHIL 320
4. MarcellAC 313
5. DallardAC 311
6. SmithAC 297
7. LewisAC 291
CarrHIL 291
9. StephensHIL 286
10. JenkinsHBG 285

Plate Appearances

<strong>Plate Appearances</strong><br>When available, we use actual plate appearances from play-by-play game accounts<br>Otherwise estimated using AB + BB + HBP + SF + SH,<br>which excludes catcher interferences.<br>When <span class=tooltip>this color</span> click for a summary of each PA.

1. WhiteAC 392
2. LundyAC 370
3. WarfieldHIL 361
4. DallardAC 356
5. MarcellAC 349
6. SmithAC 323
JenkinsHBG 323
8. CarrHIL 320
9. LewisAC 316
StephensHIL 316

Runs Scored

Runs Scored/Allowed

1. WhiteAC 79
2. CharlestonHBG 69
3. JenkinsHBG 66
4. Wilson2TM 65
5. DallardAC 63
BeckwithHBG 63
7. SmithAC 61
8. LundyAC 60
9. WarfieldHIL 52
10. HollowayBBS 51

Hits

Hits/Hits Allowed

1. WhiteAC 115
2. LundyAC 111
3. Wilson2TM 109
4. JenkinsHBG 106
5. MarcellAC 100
CharlestonHBG 100
7. BeckwithHBG 95
8. CarrHIL 94
9. SmithAC 92
10. CannadyHBG 89

Total Bases

<strong>Total Bases</strong><br>Singles + 2 x Doubles + 3 x Triples + 4 x Home Runs.

1. Wilson2TM 179
2. CharlestonHBG 173
3. LundyAC 170
4. WhiteAC 160
5. BeckwithHBG 145
6. LewisAC 144
7. JenkinsHBG 140
8. CannadyHBG 135
9. DallardAC 130
SmithAC 130

Doubles

Doubles Hit/Allowed

1. Wilson2TM 31
2. WhiteAC 22
3. CharlestonHBG 20
BeckwithHBG 20
LundyAC 20
6. CannadyHBG 18
7. Thomas2TM 17
8. CarrHIL 16
SmithAC 16
10. OmsCSE 14
WarfieldHIL 14
JenkinsHBG 14
JacksonBBS 14
LewisAC 14

Triples

Triples Hit/Allowed

1. BriggsHIL 9
2. CannadyHBG 8
SmithAC 8
4. WarfieldHIL 7
CharlestonHBG 7
6. Wilson2TM 6
StephensHIL 6
JohnsonHIL 6
JohnsonHBG 6
HollowayBBS 6
LundyAC 6
Thomas2TM 6
MarcellAC 6

Home Runs

Home Runs Hit/Allowed

1. DihigoCSE 14
2. CharlestonHBG 13
3. LewisAC 11
4. WashingtonBBS 10
5. Wilson2TM 9
LundyAC 9
7. HubbardAC 8
BeckwithHBG 8
DallardAC 8
10. OmsCSE 7

Runs Batted In

Runs Batted In

1. LundyAC 76
2. CharlestonHBG 74
3. LewisAC 65
Wilson2TM 65
5. WhiteAC 61
6. CannadyHBG 59
7. BeckwithHBG 58
8. SmithAC 57
9. MarcellAC 56
10. DihigoCSE 51

Bases on Balls

Bases on Balls/Walks

1. CharlestonHBG 53
2. DallardAC 43
3. WhiteAC 41
4. JohnsonBBS 40
5. WarfieldHIL 39
6. PérezHBG 37
7. JenkinsHBG 36
8. HubbardAC 34
LundyAC 34
10. MarcellAC 33

Stolen Bases

Stolen Bases

1. JohnsonBBS 24
2. JenkinsHBG 22
CharlestonHBG 22
4. Wilson2TM 20
5. StephensHIL 19
6. CannadyHBG 15
7. HollowayBBS 12
8. WarfieldHIL 11
9. WhiteAC 10
10. LundyAC 9
OmsCSE 9
DihigoCSE 9

Singles

Singles Hit/Allowed

1. WhiteAC 84
JenkinsHBG 84
3. MarcellAC 81
4. LundyAC 76
5. CarrHIL 71
6. SmithAC 66
7. TaylorBBS 65
8. DallardAC 64
BeckwithHBG 64
10. Wilson2TM 63

Adjusted OPS+

<strong>OPS+</strong><br>100*[OBP/lg OBP + SLG/lg SLG - 1]<br>Adjusted to the player&#x2019;s ballpark(s)

1. Wilson2TM 211
2. CharlestonHBG 205
3. JohnsonHBG 166
4. EgglestonBBS 158
5. OmsCSE 152
6. JenkinsHBG 144
7. DihigoCSE 144
8. LundyAC 137
9. BeckwithHBG 136
10. CannadyHBG 122

Runs Created

<strong>Runs Created</strong><br>A set of formulas developed by Bill James and others<br>that estimates a player&#x2019;s total contributions<br>to a team&#x2019;s runs total.<br>This is computed with the "technical" formula when possible.<br>If SB or CS data is missing, the "basic" formula is used.<br>If HBP, IBB, SH, SF, or GIDP data is missing, the "stolen base" version of the formula is used. <br>Team Runs Created is the sum of player Runs Created.

1. Wilson2TM 88
2. CharlestonHBG 86
3. LundyAC 67
4. WhiteAC 64
5. JenkinsHBG 62
6. BeckwithHBG 56
7. SmithBRG 54
8. LewisAC 51
9. MarcellAC 50
CannadyHBG 50
JohnsonHBG 50

Adj. Batting Runs

<strong>Adjusted Batting Runs</strong><br>A set of formulas developed by Gary Gillette, Pete Palmer and others<br>that estimates a player&#x2019;s total contributions<br>to a team&#x2019;s runs total via linear weights.<br>0.0 is an avg performance, <0 is worse than avg and >0 is better than avg

1. Wilson2TM 43
2. CharlestonHBG 43
3. SmithBRG 27
4. JenkinsHBG 20
5. JohnsonHBG 20
6. ScalesNLG 19
7. LundyAC 18
8. EgglestonBBS 18
9. MasonNLG 16
10. OmsCSE 16

Adj. Batting Wins

<strong>Adjusted Batting Wins</strong><br>A set of formulas developed by Gary Gillette, Pete Palmer and others<br>that estimates a player&#x2019;s total contributions<br>to a team&#x2019;s wins with his bat.<br>0.0 is an avg performance, <0 is worse than avg and >0 is better than avg

1. Wilson2TM 3.9
2. CharlestonHBG 3.9
3. SmithBRG 2.5
4. JenkinsHBG 1.9
5. JohnsonHBG 1.8
6. ScalesNLG 1.8
7. LundyAC 1.7
8. EgglestonBBS 1.7
9. MasonNLG 1.5
10. OmsCSE 1.5

Extra Base Hits

<strong>Extra Base Hits</strong><br>Doubles + Triples + Home Runs

1. Wilson2TM 46
2. CharlestonHBG 40
3. LundyAC 35
4. BeckwithHBG 31
WhiteAC 31
6. CannadyHBG 30
LewisAC 30
8. Thomas2TM 26
SmithAC 26
10. DihigoCSE 25

Times On Base

<strong>Times on Base</strong><br>Hits + Bases on Balls + Hit By Pitch<br>Does not include Reached on Error or Catcher Interference.

1. WhiteAC 156
2. CharlestonHBG 155
3. LundyAC 149
4. JenkinsHBG 144
Wilson2TM 144
6. MarcellAC 136
7. DallardAC 132
8. CarrHIL 123
WarfieldHIL 123
10. SmithAC 118
Thomas2TM 118

Offensive Win %

<strong>Offensive Winning Percentage</strong><br>The percentage of games a team with nine of this player<br>batting would win. Assumes average pitching and defense.<br>This uses the Pythagorean win pct formula with the player's RC/G for runs scored and the league's R/9 as runs allowed.

1. Wilson2TM .896
2. CharlestonHBG .880
3. JohnsonHBG .812
4. EgglestonBBS .791
5. OmsCSE .757
6. JenkinsHBG .755
7. DihigoCSE .717
8. BeckwithHBG .713
9. LundyAC .707
10. WhiteAC .664

Hit By Pitch

Times Hit by a Pitch.

1. CrespoCSE 8
2. PérezHBG 7
3. StephensHIL 6
4. Wilson2TM 5
5. LundyAC 4
SmithBRG 4
SeayBRG 4
HubbardAC 4
WashingtonBBS 4
10. DayHBG 3
JohnsonBBS 3
MarcellAC 3
Thomas2TM 3

Power-Speed #

<strong>Power/Speed Number</strong><br>2 x (Home Runs x Stolen Bases)/(Stolen Bases + Home Runs)<br>The harmonic mean of HR and SB.<br>To do well you need a lot of both.<br>Developed by Bill James.

1. CharlestonHBG 16.3
2. Wilson2TM 12.4
3. DihigoCSE 11.0
4. LundyAC 9.0
5. OmsCSE 7.9
6. HubbardAC 6.9
MasonNLG 6.9
8. JenkinsHBG 6.8
9. WhiteAC 6.7
WashingtonBBS 6.7

AB per HR

<strong>At Bats Per Home Run</strong>

1. DihigoCSE 15.9
2. CharlestonHBG 19.6
3. WashingtonBBS 23.4
4. LewisAC 26.5
5. Wilson2TM 28.2
6. OmsCSE 28.7
7. HubbardAC 32.9
8. BeckwithHBG 34.6
9. LundyAC 36.9
10. DallardAC 38.9

Outs Made

<strong>Outs Made</strong><br>(At Bats - Hits) + Double Plays Grounded Into <br>+ Sac. Flies + Sac. Hits + Caught Stealing.

1. WarfieldHIL 238
2. WhiteAC 236
3. DallardAC 224
4. LundyAC 221
5. StephensHIL 219
6. MarcellAC 213
7. DayHBG 212
8. JohnsonHIL 209
9. SmithAC 205
10. LewisAC 204

rOBA

rOBA
A measure of a player's offensive contributions, weighted in proportion to each event's actual run value

1. Wilson2TM .542
2. CharlestonHBG .530
3. JohnsonHBG .466
4. EgglestonBBS .456
5. JenkinsHBG .444
6. OmsCSE .443
7. DihigoCSE .423
8. LundyAC .417
9. BeckwithHBG .413
10. CannadyHBG .397

Rbat+

Rbat+
Batting runs as computed for WAR, but indexed to the environment the player played in, where 100 is league average.

1. Wilson2TM 210
2. CharlestonHBG 204
3. JohnsonHBG 171
4. EgglestonBBS 163
5. OmsCSE 154
6. JenkinsHBG 152
7. DihigoCSE 142
8. LundyAC 140
9. BeckwithHBG 137
10. WhiteAC 128

More 1927 Eastern Colored League Pages