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. WintersHIL 3.5
2. RyanHIL 3.2
3. LevisCSE 3.1
4. LockhartAC 2.9
5. MackeyHIL 2.9
6. HendersonAC 2.2
7. JohnsonHIL 2.1
8. WilsonBBS 2.1
9. Hampton3TM 2.0
10. Flournoy3TM 1.9

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. MackeyHIL 2.9
2. JohnsonHIL 2.1
3. WilsonBBS 2.1
4. LloydHIL 1.7
5. MasonAC 1.7
6. OmsCSE 1.5
7. LundyAC 1.5
8. HallBBS 1.4
9. RojoBBS 1.3
10. HudspethNLG 1.3

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. MackeyHIL 2.9
2. WilsonBBS 2.1
JohnsonHIL 2.1
4. LloydHIL 1.7
5. MasonAC 1.7
6. OmsCSE 1.5
7. LundyAC 1.4
8. HallBBS 1.4
9. RojoBBS 1.3
10. HudspethNLG 1.3

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. PolesBBS 0.3
2. LundyAC 0.3
3. LloydHIL 0.2
4. MackeyHIL 0.2
5. ChacónCSE 0.2
6. WarfieldHIL 0.2
7. TurnerBRG 0.2
JohnsonHIL 0.2
9. FrancisAC 0.2
10. Perry2TM 0.2
Downs2TM 0.2

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. MackeyHIL .428
2. OmsCSE .366
3. HudspethNLG .362
4. LloydHIL .360
5. TurnerBRG .354
6. HallBBS .354
7. JohnsonHIL .352
8. MasonAC .345
9. RojoBBS .342
10. WilsonBBS .338

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. MackeyHIL .464
2. OmsCSE .424
3. HudspethNLG .411
4. WilsonBBS .408
5. LloydHIL .396
6. HallBBS .388
7. MasonAC .388
8. MesaCSE .385
9. JohnsonHIL .384
10. RojoBBS .384

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. MackeyHIL .594
2. JohnsonHIL .549
3. WilsonBBS .549
4. OmsCSE .542
5. HudspethNLG .531
6. MasonAC .510
7. LloydHIL .507
8. DouglassBRG .493
9. HallBBS .477
10. RojoBBS .450

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. MackeyHIL 1.058
2. OmsCSE .966
3. WilsonBBS .957
4. HudspethNLG .942
5. JohnsonHIL .933
6. LloydHIL .903
7. MasonAC .898
8. HallBBS .865
9. DouglassBRG .835
10. RojoBBS .833

Games Played

Games Played or Pitched

1. BriggsHIL 61
JohnsonHIL 61
WarfieldHIL 61
4. ThomasHIL 60
5. JohnsonHIL 59
6. PolesBBS 56
7. MasonAC 54
8. FrancisAC 53
WilsonBBS 53
Downs2TM 53

At Bats

At Bats

1. BriggsHIL 260
2. WarfieldHIL 231
3. ThomasHIL 221
4. JohnsonHIL 213
5. JohnsonHIL 212
6. MasonAC 200
7. Downs2TM 197
8. HallBBS 195
WilsonBBS 195
10. PolesBBS 190

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. BriggsHIL 285
2. WarfieldHIL 277
3. ThomasHIL 246
4. JohnsonHIL 235
5. JohnsonHIL 229
6. FrancisAC 222
7. WilsonBBS 221
8. MasonAC 219
PolesBBS 219
10. Downs2TM 212

Runs Scored

Runs Scored/Allowed

1. BriggsHIL 51
2. WarfieldHIL 46
3. MasonAC 42
4. LundyAC 41
CarrHIL 41
6. JohnsonHIL 39
ThomasHIL 39
8. HallBBS 37
9. LloydHIL 34
10. WhiteAC 32
WilsonBBS 32
JohnsonHIL 32
MackeyHIL 32

Hits

Hits/Hits Allowed

1. MackeyHIL 77
2. JohnsonHIL 75
3. BriggsHIL 74
4. MasonAC 69
HallBBS 69
6. WilsonBBS 66
7. WarfieldHIL 64
8. ThomasHIL 62
9. LundyAC 59
10. JohnsonHIL 58

Total Bases

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

1. JohnsonHIL 117
2. WilsonBBS 107
MackeyHIL 107
4. MasonAC 102
5. HallBBS 93
BriggsHIL 93
7. ThomasHIL 88
8. WarfieldHIL 83
9. LundyAC 81
10. JohnsonHIL 76
LloydHIL 76

Doubles

Doubles Hit/Allowed

1. ThomasHIL 16
2. LloydHIL 14
3. HallBBS 12
4. MackeyHIL 11
5. WilsonBBS 10
JohnsonHIL 10
BriggsHIL 10
WarfieldHIL 10
RojoBBS 10
JonesAC 10

Triples

Triples Hit/Allowed

1. SmithBBS 6
2. WilsonNLG 5
HudspethNLG 5
WilsonBBS 5
JohnsonHIL 5
PolesBBS 5
7. HillBRG 4
OmsCSE 4
9. LundyAC 3
DihigoCSE 3
MesaCSE 3
RojoBBS 3
RobertsBBS 3
SantopHIL 3
KempBBS 3
HallBBS 3
WarfieldHIL 3
Downs2TM 3

Home Runs

Home Runs Hit/Allowed

1. JohnsonHIL 8
2. MasonAC 7
WilsonBBS 7
4. CarrHIL 6
5. MackeyHIL 5
DouglassBRG 5
7. BrooksBRG 3
LundyAC 3
BriggsHIL 3
OmsCSE 3

Runs Batted In

Runs Batted In

1. MackeyHIL 47
2. JohnsonHIL 46
3. WilsonBBS 44
4. ThomasHIL 43
5. MasonAC 39
6. LundyAC 33
CarrHIL 33
JohnsonHIL 33
9. RojoBBS 32
10. BriggsHIL 29

Bases on Balls

Bases on Balls/Walks

1. FrancisAC 35
2. WarfieldHIL 30
3. WilsonBBS 23
4. KempBBS 21
5. ThomasHIL 20
6. PolesBBS 19
7. BriggsHIL 18
MarcellNLG 18
9. PolesNLG 17
10. WhiteAC 16

Stolen Bases

Stolen Bases

1. BriggsHIL 13
ThomasHIL 13
RojoBBS 13
JohnsonHIL 13
5. OmsCSE 10
6. WarfieldHIL 9
SingerNLG 9
MasonAC 9
9. BaróCSE 8
10. KempBBS 7
ThomasNLG 7

Singles

Singles Hit/Allowed

1. BriggsHIL 61
2. MackeyHIL 59
3. JohnsonHIL 54
4. MasonAC 52
HallBBS 52
6. WarfieldHIL 50
7. LundyAC 46
8. JohnsonHIL 45
9. WilsonBBS 44
Downs2TM 44

Adjusted OPS+

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

1. MackeyHIL 194
2. OmsCSE 169
3. WilsonBBS 166
4. HudspethNLG 162
5. JohnsonHIL 159
6. LloydHIL 151
7. MasonAC 150
8. HallBBS 141
9. RojoBBS 132
10. DouglassBRG 132

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. MackeyHIL 49
2. JohnsonHIL 45
3. WilsonBBS 44
4. MasonAC 40
5. HallBBS 36
6. BriggsHIL 31
7. OmsCSE 30
LloydHIL 30
ThomasHIL 30
WarfieldHIL 30

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. MackeyHIL 23
2. WilsonBBS 17
3. JohnsonHIL 15
4. MasonAC 13
5. OmsCSE 12
6. HallBBS 11
7. LloydHIL 10
HudspethNLG 10
9. SingerNLG 8
10. MarcellNLG 7

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. MackeyHIL 2.2
2. WilsonBBS 1.7
3. JohnsonHIL 1.5
4. MasonAC 1.3
5. OmsCSE 1.2
6. LloydHIL 1.0
HallBBS 1.0
8. HudspethNLG 1.0
9. SingerNLG 0.8
10. MarcellNLG 0.7

Extra Base Hits

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

1. WilsonBBS 22
2. JohnsonHIL 21
3. ThomasHIL 20
4. MackeyHIL 18
5. HallBBS 17
MasonAC 17
LloydHIL 17
8. DouglassBRG 14
WarfieldHIL 14
10. LundyAC 13
JohnsonHIL 13
CarrHIL 13
BriggsHIL 13
RojoBBS 13
OmsCSE 13
HudspethNLG 13

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. BriggsHIL 98
2. WarfieldHIL 94
3. WilsonBBS 89
MackeyHIL 89
5. JohnsonHIL 86
6. MasonAC 83
ThomasHIL 83
8. HallBBS 80
9. LundyAC 72
10. JohnsonHIL 71

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. MackeyHIL .861
2. OmsCSE .799
3. WilsonBBS .778
4. HudspethNLG .767
5. JohnsonHIL .760
6. LloydHIL .740
7. MasonAC .736
8. HallBBS .712
9. RojoBBS .671
10. DouglassBRG .650

Hit By Pitch

Times Hit by a Pitch.

1. BriggsHIL 6
2. RobertsBBS 3
PortuondoCSE 3
MesaCSE 3
CockrellHIL 3
KempBBS 3
7. HudspethNLG 2
FiallBRG 2
SpearmanBRG 2
CarrHIL 2
PolesNLG 2
LundyAC 2
OmsCSE 2
PérezCSE 2

Sacrifice Hits

Sacrifice Hits (Sacrifice Bunts)

1. WarfieldHIL 16
2. FrancisAC 13
3. JohnsonHIL 10
4. HillBRG 9
FiallBRG 9
PolesBBS 9
7. HendersonAC 8
DihigoCSE 8
CummingsAC 8
10. BaróCSE 7
RojoBBS 7
RichardsonBBS 7

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. JohnsonHIL 9.9
2. MasonAC 7.9
3. CarrHIL 6.0
4. MackeyHIL 5.5
5. DouglassBRG 5.0
6. BriggsHIL 4.9
7. OmsCSE 4.6
8. WilsonBBS 4.2
9. ThomasHIL 3.5
10. LundyAC 3.4

AB per HR

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

1. CarrHIL 23.8
2. JohnsonHIL 26.6
3. WilsonBBS 27.9
4. MasonAC 28.6
5. DouglassBRG 28.8
6. MackeyHIL 36.0
7. OmsCSE 43.7
8. LundyAC 61.7
9. HudspethNLG 65.0
10. ThomasNLG 70.5

Outs Made

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

1. BriggsHIL 187
2. WarfieldHIL 183
3. JohnsonHIL 164
4. ThomasHIL 163
5. FrancisAC 160
6. Downs2TM 150
7. PolesBBS 149
8. JohnsonHIL 143
9. CummingsAC 136
MasonAC 136

rOBA

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

1. MackeyHIL .480
2. OmsCSE .447
3. WilsonBBS .431
4. HudspethNLG .427
5. JohnsonHIL .426
6. LloydHIL .414
7. MasonAC .411
8. HallBBS .396
9. RojoBBS .393
10. DouglassBRG .379

Rbat+

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

1. MackeyHIL 194
2. OmsCSE 167
3. WilsonBBS 163
4. HudspethNLG 162
5. JohnsonHIL 156
6. LloydHIL 152
7. MasonAC 150
8. HallBBS 143
9. RojoBBS 136
10. DouglassBRG 131

More 1923 Eastern Colored League Pages