Standard Stats

Standard Stats Table
Playing Time Performance Per 90 Minutes
Season Age Squad Country Comp MP Starts Min 90s Gls Ast G+A G-PK PK PKatt CrdY CrdR Gls Ast G+A G-PK G+A-PK Matches
202121Hartfordus USA2. USL Champ21101,12912.5101100400.080.000.080.080.08Matches
202222Chat'ga Red Wolvesus USAU.S. Open Cup00Matches
202222Chat'ga Red Wolvesus USA3. USL League One22141,49516.61121001100.060.060.120.060.12Matches
202323Chat'ga Red Wolvesus USAU.S. Open Cup11901.0000000000.000.000.000.000.00Matches
202323Chat'ga Red Wolvesus USA3. USL League One27252,27925.3303300900.120.000.120.120.12Matches
202424Miami FCus USAU.S. Open Cup11901.0000000000.000.000.000.000.00Matches
202424Miami FCus USA2. USL Champ29282,45027.20330001110.000.110.110.000.11Matches
202525Miami FCus USAU.S. Open Cup222102.3011000100.000.430.430.000.43Matches
202525Miami FCus USA2. USL Champ754685.2000000100.000.000.000.000.00Matches
5 Seasons3 Clubs3 Leagues110868,21191.255105003710.050.050.110.050.11
Country Comp MP Starts Min 90s Gls Ast G+A G-PK PK PKatt CrdY CrdR Gls Ast G+A G-PK G+A-PK Matches
Chat'ga Red Wolves (2 Seasons)2 Leagues50403,86442.94154002000.090.020.120.090.12
Miami FC (2 Seasons)2 Leagues39363,21835.80440001310.000.110.110.000.11
Hartford (1 Season)1 League21101,12912.5101100400.080.000.080.080.08
U.S. Open Cup (4 Seasons)443904.3011000100.000.230.230.000.23
USL Champ (3 Seasons)57434,04745.01341001610.020.070.090.020.09
USL League One (2 Seasons)49393,77441.94154002000.100.020.120.100.12
Standard Stats Table
Playing Time Performance Per 90 Minutes
Season Age Squad Comp MP Starts Min 90s Gls Ast G+A G-PK PK PKatt CrdY CrdR Gls Ast G+A G-PK G+A-PK Matches
202121Hartford1 League21101,12912.5101100400.080.000.080.080.08
202222Chat'ga Red Wolves2 Leagues22141,49516.61121001100.060.060.120.060.12
202323Chat'ga Red Wolves2 Leagues28262,36926.3303300900.110.000.110.110.11
202424Miami FC2 Leagues30292,54028.20330001110.000.110.110.000.11
202525Miami FC2 Leagues976787.5011000200.000.130.130.000.13
5 Seasons3 Clubs3 Leagues110868,21191.255105003710.050.050.110.050.11
Comp MP Starts Min 90s Gls Ast G+A G-PK PK PKatt CrdY CrdR Gls Ast G+A G-PK G+A-PK Matches
Chat'ga Red Wolves (2 Seasons)2 Leagues50403,86442.94154002000.090.020.120.090.12
Miami FC (2 Seasons)2 Leagues39363,21835.80440001310.000.110.110.000.11
Hartford (1 Season)1 League21101,12912.5101100400.080.000.080.080.08
U.S. Open Cup (4 Seasons)443904.3011000100.000.230.230.000.23
USL Champ (3 Seasons)57434,04745.01341001610.020.070.090.020.09
USL League One (2 Seasons)49393,77441.94154002000.100.020.120.100.12
Standard Stats Table
Playing Time Performance Per 90 Minutes
Season Age Squad Country Comp LgRank MP Starts Min 90s Gls Ast G+A G-PK PK PKatt CrdY CrdR Gls Ast G+A G-PK G+A-PK Matches
202121Hartfordus USA2. USL Champ18th21101,12912.5101100400.080.000.080.080.08Matches
202222Chat'ga Red Wolvesus USA3. USL League One22141,49516.61121001100.060.060.120.060.12Matches
202323Chat'ga Red Wolvesus USA3. USL League One10th27252,27925.3303300900.120.000.120.120.12Matches
202424Miami FCus USA2. USL Champ24th29282,45027.20330001110.000.110.110.000.11Matches
202525Miami FCus USA2. USL Champ13th754685.2000000100.000.000.000.000.00Matches
5 Seasons3 Clubs2 Leagues106827,82186.95495003610.060.050.100.060.10
Country Comp LgRank MP Starts Min 90s Gls Ast G+A G-PK PK PKatt CrdY CrdR Gls Ast G+A G-PK G+A-PK Matches
Chat'ga Red Wolves (2 Seasons)1 League49393,77441.94154002000.100.020.120.100.12
Miami FC (2 Seasons)1 League36332,91832.40330001210.000.090.090.000.09
Hartford (1 Season)1 League21101,12912.5101100400.080.000.080.080.08
USL Champ (3 Seasons)57434,04745.01341001610.020.070.090.020.09
USL League One (2 Seasons)49393,77441.94154002000.100.020.120.100.12
Standard Stats Table
Playing Time Performance Per 90 Minutes
Season Age Squad Country Comp LgRank MP Starts Min 90s Gls Ast G+A G-PK PK PKatt CrdY CrdR Gls Ast G+A G-PK G+A-PK Matches
202222Chat'ga Red Wolvesus USAU.S. Open CupRd200Matches
202323Chat'ga Red Wolvesus USAU.S. Open CupRd211901.0000000000.000.000.000.000.00Matches
202424Miami FCus USAU.S. Open CupRd311901.0000000000.000.000.000.000.00Matches
202525Miami FCus USAU.S. Open CupRd3222102.3011000100.000.430.430.000.43Matches
4 Seasons2 Clubs1 League443904.3011000100.000.230.230.000.23
Country Comp LgRank MP Starts Min 90s Gls Ast G+A G-PK PK PKatt CrdY CrdR Gls Ast G+A G-PK G+A-PK Matches
Miami FC (2 Seasons)1 League333003.3011000100.000.300.300.000.30
Chat'ga Red Wolves (2 Seasons)1 League11901.0000000000.000.000.000.000.00
Standard Stats Table
Playing Time Performance Per 90 Minutes
Season Age Squad Comp LgRank MP Starts Min 90s Gls Ast G+A G-PK PK PKatt CrdY CrdR Gls Ast G+A G-PK G+A-PK Matches
202121pr Puerto RicoFriendlies (M)221802.0000000000.000.000.000.000.00Matches
202222pr Puerto RicoWCQ443423.8101100000.260.000.260.260.26Matches
202626pr Puerto RicoWCQ443604.0112100000.250.250.500.250.50Matches
3 Seasons1 Club2 Leagues10108829.8213200000.200.100.310.200.31
WCQ (2 Seasons)887027.8213200000.260.130.380.260.38
Friendlies (M) (1 Season)221802.0000000000.000.000.000.000.00

Shooting

Shooting Table
Standard
Season Age Squad Country Comp 90s Gls Sh SoT SoT% Sh/90 SoT/90 G/Sh G/SoT Dist PK PKatt Matches
202121Hartfordus USA2. USL Champ12.518112.50.640.080.131.0000Matches
202222Chat'ga Red Wolvesus USA3. USL League One16.6100Matches
202323Chat'ga Red Wolvesus USAU.S. Open Cup1.0000Matches
202323Chat'ga Red Wolvesus USA3. USL League One25.3300Matches
202424Miami FCus USAU.S. Open Cup1.0011100.01.001.000.000.0000Matches
202424Miami FCus USA2. USL Champ27.2013646.20.480.220.000.0000Matches
202525Miami FCus USAU.S. Open Cup2.30000.000.0000Matches
202525Miami FCus USA2. USL Champ5.20200.00.380.000.0000Matches
5 Seasons3 Clubs3 Leagues91.2524833.30.500.170.040.1300
Country Comp 90s Gls Sh SoT SoT% Sh/90 SoT/90 G/Sh G/SoT Dist PK PKatt Matches
Chat'ga Red Wolves (2 Seasons)2 Leagues42.9400
Miami FC (2 Seasons)2 Leagues35.8016743.80.450.200.000.0000
Hartford (1 Season)1 League12.518112.50.640.080.131.0000
U.S. Open Cup (4 Seasons)4.3011100.00.300.300.000.0000
USL Champ (3 Seasons)45.0123730.40.510.160.040.1400
USL League One (2 Seasons)41.9400
Shooting Table
Standard
Season Age Squad Comp 90s Gls Sh SoT SoT% Sh/90 SoT/90 G/Sh G/SoT Dist PK PKatt Matches
202121Hartford1 League12.518112.50.640.080.131.0000
202222Chat'ga Red Wolves2 Leagues16.6100
202323Chat'ga Red Wolves2 Leagues26.3300
202424Miami FC2 Leagues28.2014750.00.500.250.000.0000
202525Miami FC2 Leagues7.50200.00.270.000.0000
5 Seasons3 Clubs3 Leagues91.2524833.30.500.170.040.1300
Comp 90s Gls Sh SoT SoT% Sh/90 SoT/90 G/Sh G/SoT Dist PK PKatt Matches
Chat'ga Red Wolves (2 Seasons)2 Leagues42.9400
Miami FC (2 Seasons)2 Leagues35.8016743.80.450.200.000.0000
Hartford (1 Season)1 League12.518112.50.640.080.131.0000
U.S. Open Cup (4 Seasons)4.3011100.00.300.300.000.0000
USL Champ (3 Seasons)45.0123730.40.510.160.040.1400
USL League One (2 Seasons)41.9400
Shooting Table
Standard
Season Age Squad Country Comp LgRank 90s Gls Sh SoT SoT% Sh/90 SoT/90 G/Sh G/SoT Dist PK PKatt Matches
202121Hartfordus USA2. USL Champ18th12.518112.50.640.080.131.0000Matches
202222Chat'ga Red Wolvesus USA3. USL League One16.6100Matches
202323Chat'ga Red Wolvesus USA3. USL League One10th25.3300Matches
202424Miami FCus USA2. USL Champ24th27.2013646.20.480.220.000.0000Matches
202525Miami FCus USA2. USL Champ13th5.20200.00.380.000.0000Matches
5 Seasons3 Clubs2 Leagues86.9523730.40.510.160.040.1400
Country Comp LgRank 90s Gls Sh SoT SoT% Sh/90 SoT/90 G/Sh G/SoT Dist PK PKatt Matches
Chat'ga Red Wolves (2 Seasons)1 League41.9400
Miami FC (2 Seasons)1 League32.4015640.00.460.190.000.0000
Hartford (1 Season)1 League12.518112.50.640.080.131.0000
USL Champ (3 Seasons)45.0123730.40.510.160.040.1400
USL League One (2 Seasons)41.9400
Shooting Table
Standard
Season Age Squad Country Comp LgRank 90s Gls Sh SoT SoT% Sh/90 SoT/90 G/Sh G/SoT Dist PK PKatt Matches
202323Chat'ga Red Wolvesus USAU.S. Open CupRd21.0000Matches
202424Miami FCus USAU.S. Open CupRd31.0011100.01.001.000.000.0000Matches
202525Miami FCus USAU.S. Open CupRd32.30000.000.0000Matches
4 Seasons2 Clubs1 League4.3011100.00.300.300.000.0000
Country Comp LgRank 90s Gls Sh SoT SoT% Sh/90 SoT/90 G/Sh G/SoT Dist PK PKatt Matches
Miami FC (2 Seasons)1 League3.3011100.00.300.300.000.0000
Chat'ga Red Wolves (2 Seasons)1 League1.0000
Shooting Table
Standard
Season Age Squad Comp LgRank 90s Gls Sh SoT SoT% Sh/90 SoT/90 G/Sh G/SoT Dist PK PKatt Matches
202121pr Puerto RicoFriendlies (M)2.0000Matches
202222pr Puerto RicoWCQ3.8100Matches
202626pr Puerto RicoWCQ4.0100Matches
3 Seasons1 Club2 Leagues9.8200
WCQ (2 Seasons)7.8200
Friendlies (M) (1 Season)2.0000

Playing Time

Playing Time Table
Playing Time Starts Subs Team Success
Season Age Squad Country Comp MP Min Mn/MP Min% 90s Starts Mn/Start Compl Subs Mn/Sub unSub PPM onG onGA +/- +/-90 On-Off Matches
202121Hartfordus USA2. USL Champ211,1295439.212.510879112351.291513+2+0.16+0.26Matches
202222Chat'ga Red Wolvesus USAU.S. Open Cup00001Matches
202222Chat'ga Red Wolvesus USA3. USL League One221,4956855.416.614891283141.612920+9+0.54Matches
202323Chat'ga Red Wolvesus USAU.S. Open Cup19090100.01.01901000.0014-3-3.00Matches
202323Chat'ga Red Wolvesus USA3. USL League One272,2798479.125.325882224401.154246-4-0.16+2.09Matches
202424Miami FCus USAU.S. Open Cup19090100.01.01901000.0024-2-2.00Matches
202424Miami FCus USA2. USL Champ292,4508480.127.228872511800.382164-43-1.58+1.37Matches
202525Miami FCus USAU.S. Open Cup2210105100.02.321052001.5042+2+0.86Matches
202525Miami FCus USA2. USL Champ74686743.35.2584322521.8667-1-0.19+0.10Matches
5 Seasons3 Clubs3 Leagues1108,2117562.891.28688752427121.10120160-40-0.44+0.28
Country Comp MP Min Mn/MP Min% 90s Starts Mn/Start Compl Subs Mn/Sub unSub PPM onG onGA +/- +/-90 On-Off Matches
Chat'ga Red Wolves (2 Seasons)2 Leagues503,8647767.142.9408835103351.337270+2+0.05+0.79
Miami FC (2 Seasons)2 Leagues393,2188372.535.836883132320.693377-44-1.23+0.32
Hartford (1 Season)1 League211,1295439.212.510879112351.291513+2+0.16+0.26
U.S. Open Cup (4 Seasons)43909881.34.34984010.75710-3-0.69
USL Champ (3 Seasons)574,0477157.645.0438737142370.904284-42-0.93-0.21
USL League One (2 Seasons)493,7747767.641.9398834103341.367166+5+0.12+0.87
Playing Time Table
Playing Time Starts Subs Team Success
Season Age Squad Comp MP Min Mn/MP Min% 90s Starts Mn/Start Compl Subs Mn/Sub unSub PPM onG onGA +/- +/-90 On-Off Matches
202121Hartford1 League211,1295439.212.510879112351.291513+2+0.16+0.26
202222Chat'ga Red Wolves2 Leagues221,4956853.616.614891283151.612920+9+0.54
202323Chat'ga Red Wolves2 Leagues282,3698579.826.326882324401.114350-7-0.27+1.98
202424Miami FC2 Leagues302,5408580.628.229872611800.372368-45-1.59+1.36
202525Miami FC2 Leagues96787552.67.5790522521.78109+1+0.13+0.28
5 Seasons3 Clubs3 Leagues1108,2117562.891.28688752427121.10120160-40-0.44+0.28
Comp MP Min Mn/MP Min% 90s Starts Mn/Start Compl Subs Mn/Sub unSub PPM onG onGA +/- +/-90 On-Off Matches
Chat'ga Red Wolves (2 Seasons)2 Leagues503,8647767.142.9408835103351.337270+2+0.05+0.79
Miami FC (2 Seasons)2 Leagues393,2188372.535.836883132320.693377-44-1.23+0.32
Hartford (1 Season)1 League211,1295439.212.510879112351.291513+2+0.16+0.26
U.S. Open Cup (4 Seasons)43909881.34.34984010.75710-3-0.69
USL Champ (3 Seasons)574,0477157.645.0438737142370.904284-42-0.93-0.21
USL League One (2 Seasons)493,7747767.641.9398834103341.367166+5+0.12+0.87
Playing Time Table
Playing Time Starts Subs Team Success
Season Age Squad Country Comp LgRank MP Min Mn/MP Min% 90s Starts Mn/Start Compl Subs Mn/Sub unSub PPM onG onGA +/- +/-90 On-Off Matches
202121Hartfordus USA2. USL Champ18th211,1295439.212.510879112351.291513+2+0.16+0.26Matches
202222Chat'ga Red Wolvesus USA3. USL League One221,4956855.416.614891283141.612920+9+0.54Matches
202323Chat'ga Red Wolvesus USA3. USL League One10th272,2798479.125.325882224401.154246-4-0.16+2.09Matches
202424Miami FCus USA2. USL Champ24th292,4508480.127.228872511800.382164-43-1.58+1.37Matches
202525Miami FCus USA2. USL Champ13th74686743.35.2584322521.8667-1-0.19+0.10Matches
5 Seasons3 Clubs2 Leagues1067,8217462.186.98287712427111.11113150-37-0.43+0.31
Country Comp LgRank MP Min Mn/MP Min% 90s Starts Mn/Start Compl Subs Mn/Sub unSub PPM onG onGA +/- +/-90 On-Off Matches
Chat'ga Red Wolves (2 Seasons)1 League493,7747767.641.9398834103341.367166+5+0.12+0.87
Miami FC (2 Seasons)1 League362,9188170.532.433862832320.672771-44-1.36+0.26
Hartford (1 Season)1 League211,1295439.212.510879112351.291513+2+0.16+0.26
USL Champ (3 Seasons)574,0477157.645.0438737142370.904284-42-0.93-0.21
USL League One (2 Seasons)493,7747767.641.9398834103341.367166+5+0.12+0.87
Playing Time Table
Playing Time Starts Subs Team Success
Season Age Squad Country Comp LgRank MP Min Mn/MP Min% 90s Starts Mn/Start Compl Subs Mn/Sub unSub PPM onG onGA +/- +/-90 On-Off Matches
202222Chat'ga Red Wolvesus USAU.S. Open CupRd200001Matches
202323Chat'ga Red Wolvesus USAU.S. Open CupRd219090100.01.01901000.0014-3-3.00Matches
202424Miami FCus USAU.S. Open CupRd319090100.01.01901000.0024-2-2.00Matches
202525Miami FCus USAU.S. Open CupRd32210105100.02.321052001.5042+2+0.86Matches
4 Seasons2 Clubs1 League43909881.34.34984010.75710-3-0.69
Country Comp LgRank MP Min Mn/MP Min% 90s Starts Mn/Start Compl Subs Mn/Sub unSub PPM onG onGA +/- +/-90 On-Off Matches
Miami FC (2 Seasons)1 League3300100100.03.331003001.006600.00
Chat'ga Red Wolves (2 Seasons)1 League1909050.01.01901010.0014-3-3.00
Playing Time Table
Playing Time Starts Subs Team Success
Season Age Squad Comp LgRank MP Min Mn/MP Min% 90s Starts Mn/Start Compl Subs Mn/Sub unSub PPM onG onGA +/- +/-90 On-Off Matches
202121pr Puerto RicoFriendlies (M)218090100.02.02902001.501100.00Matches
202222pr Puerto RicoWCQ43428695.03.84863001.75102+8+2.11+2.11Matches
202626pr Puerto RicoWCQ436090100.04.04904001.75102+8+2.00Matches
3 Seasons1 Club2 Leagues108828898.09.810889001.70215+16+1.63+1.63
WCQ (2 Seasons)87028897.57.88887001.75204+16+2.05+2.05
Friendlies (M) (1 Season)218090100.02.02902001.501100.00
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Miscellaneous Stats

Miscellaneous Stats Table
Performance
Season Age Squad Country Comp 90s CrdY CrdR 2CrdY Fls Fld Off Crs Int TklW PKwon PKcon OG Matches
202121Hartfordus USA2. USL Champ12.540025110157120Matches
202222Chat'ga Red Wolvesus USA3. USL League One16.611000Matches
202323Chat'ga Red Wolvesus USAU.S. Open Cup1.00000Matches
202323Chat'ga Red Wolvesus USA3. USL League One25.39000Matches
202424Miami FCus USAU.S. Open Cup1.00001011220Matches
202424Miami FCus USA2. USL Champ27.2111141260379501Matches
202525Miami FCus USAU.S. Open Cup2.31003402310Matches
202525Miami FCus USA2. USL Champ5.210067026140Matches
5 Seasons3 Clubs3 Leagues91.23711764815727791
Country Comp 90s CrdY CrdR 2CrdY Fls Fld Off Crs Int TklW PKwon PKcon OG Matches
Chat'ga Red Wolves (2 Seasons)2 Leagues42.920000
Miami FC (2 Seasons)2 Leagues35.81311513714220671
Hartford (1 Season)1 League12.540025110157120
U.S. Open Cup (4 Seasons)4.31004413530
USL Champ (3 Seasons)45.01611724405422761
USL League One (2 Seasons)41.920000
Miscellaneous Stats Table
Performance
Season Age Squad Comp 90s CrdY CrdR 2CrdY Fls Fld Off Crs Int TklW PKwon PKcon OG Matches
202121Hartford1 League12.540025110157120
202222Chat'ga Red Wolves2 Leagues16.611000
202323Chat'ga Red Wolves2 Leagues26.39000
202424Miami FC2 Leagues28.21111422613811521
202525Miami FC2 Leagues7.5200911049150
5 Seasons3 Clubs3 Leagues91.23711764815727791
Comp 90s CrdY CrdR 2CrdY Fls Fld Off Crs Int TklW PKwon PKcon OG Matches
Chat'ga Red Wolves (2 Seasons)2 Leagues42.920000
Miami FC (2 Seasons)2 Leagues35.81311513714220671
Hartford (1 Season)1 League12.540025110157120
U.S. Open Cup (4 Seasons)4.31004413530
USL Champ (3 Seasons)45.01611724405422761
USL League One (2 Seasons)41.920000
Miscellaneous Stats Table
Performance
Season Age Squad Country Comp LgRank 90s CrdY CrdR 2CrdY Fls Fld Off Crs Int TklW PKwon PKcon OG Matches
202121Hartfordus USA2. USL Champ18th12.540025110157120Matches
202222Chat'ga Red Wolvesus USA3. USL League One16.611000Matches
202323Chat'ga Red Wolvesus USA3. USL League One10th25.39000Matches
202424Miami FCus USA2. USL Champ24th27.2111141260379501Matches
202525Miami FCus USA2. USL Champ13th5.210067026140Matches
5 Seasons3 Clubs2 Leagues86.93611724405422761
Country Comp LgRank 90s CrdY CrdR 2CrdY Fls Fld Off Crs Int TklW PKwon PKcon OG Matches
Chat'ga Red Wolves (2 Seasons)1 League41.920000
Miami FC (2 Seasons)1 League32.41211473303915641
Hartford (1 Season)1 League12.540025110157120
USL Champ (3 Seasons)45.01611724405422761
USL League One (2 Seasons)41.920000
Miscellaneous Stats Table
Performance
Season Age Squad Country Comp LgRank 90s CrdY CrdR 2CrdY Fls Fld Off Crs Int TklW PKwon PKcon OG Matches
202323Chat'ga Red Wolvesus USAU.S. Open CupRd21.00000Matches
202424Miami FCus USAU.S. Open CupRd31.00001011220Matches
202525Miami FCus USAU.S. Open CupRd32.31003402310Matches
4 Seasons2 Clubs1 League4.31004413530
Country Comp LgRank 90s CrdY CrdR 2CrdY Fls Fld Off Crs Int TklW PKwon PKcon OG Matches
Miami FC (2 Seasons)1 League3.31004413530
Chat'ga Red Wolves (2 Seasons)1 League1.00000
Miscellaneous Stats Table
Performance
Season Age Squad Comp LgRank 90s CrdY CrdR 2CrdY Fls Fld Off Crs Int TklW PKwon PKcon OG Matches
202121pr Puerto RicoFriendlies (M)2.00000Matches
202222pr Puerto RicoWCQ3.80000Matches
202626pr Puerto RicoWCQ4.00000Matches
3 Seasons1 Club2 Leagues9.80000
WCQ (2 Seasons)7.80000
Friendlies (M) (1 Season)2.00000

Player Club Summary

About FBref.com

FBref.com launched (June 13, 2018) with domestic league coverage for England, France, Germany, Italy, Spain, and United States. Since then we have been steadily expanding our coverage to include domestic leagues from over 40 countries as well as domestic cup, super cup and youth leagues from top European countries. We have also added coverage for major international cups such as the UEFA Champions League and Copa Libertadores.

FBref is the most complete sources for women's football data on the internet. This includes the entire history of the FIFA Women's World Cup as well as recent domestic league seasons from nine countries, including advanced stats like xG for most of those nine.

In collaboration with Opta, we are including advanced analytical data such as xG, xA, progressive passing, duels and more for over twenty competitions. For more information on the expected goals model and which competitions have advanced data, see our xG explainer.

Note that player records are likely not complete for their careers. Players may come from or move to leagues we don't currently cover. This issue will go down over time, as we add new leagues and seasons. We will never in the future have less data than we do today.

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For more information, see our Launch Blog Post, the overall leagues/competition page with details on leagues and seasons we include, or our About Page. Let us know if you find an issue or have a suggestion.

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