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
2009-201022Dresdende GER3. 3. Liga722532.8011000000.000.360.360.000.36
2010-201123Dresdende GER3. 3. Liga2668649.6000000000.000.000.000.000.00
2011-201224Dresdende GER2. 2. Bundesliga1022612.9101100200.340.000.340.340.34
2012-201325Chemnitzer FCde GER3. 3. Liga36342,99333.32810200610.060.240.300.060.30
2013-201426Chemnitzer FCde GER3. 3. Liga31232,09323.3213200410.090.040.130.090.13
2014-201527Hallescherde GER3. 3. Liga28221,77919.8404400500.200.000.200.200.20Matches
2015-201628Hallescherde GER3. 3. Liga26201,72719.2112100400.050.050.100.050.10Matches
2015-201628Hallescherde GERDFB-Pokal11901.0000000000.000.000.000.000.00Matches
2016-201729Hallescherde GER3. 3. Liga34282,24224.9123100200.040.080.120.040.12Matches
2016-201729Hallescherde GERDFB-Pokal222102.3011000100.000.430.430.000.43Matches
2021-202234Loko Leipzigde GERDFB-Pokal11901.0000000100.000.000.000.000.00Matches
9 Seasons4 Clubs3 Leagues20214112,602140.011142511002520.080.100.180.080.18
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
Hallescher (3 Seasons)2 Leagues91736,04867.264106001200.090.060.150.090.15
Dresden (3 Seasons)2 Leagues43101,37815.3112100200.070.070.130.070.13
Chemnitzer FC (2 Seasons)1 League67575,08656.549134001020.070.160.230.070.23
Loko Leipzig (1 Season)1 League11901.0000000100.000.000.000.000.00
3. Liga (7 Seasons)18813511,951132.810132310002120.080.100.170.080.17
DFB-Pokal (3 Seasons)443904.3011000200.000.230.230.000.23
2. Bundesliga (1 Season)1022612.9101100200.340.000.340.340.34
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
2009-201022Dresden1 League722532.8011000000.000.360.360.000.36
2010-201123Dresden1 League2668649.6000000000.000.000.000.000.00
2011-201224Dresden1 League1022612.9101100200.340.000.340.340.34
2012-201325Chemnitzer FC1 League36342,99333.32810200610.060.240.300.060.30
2013-201426Chemnitzer FC1 League31232,09323.3213200410.090.040.130.090.13
2014-201527Hallescher1 League28221,77919.8404400500.200.000.200.200.20
2015-201628Hallescher2 Leagues27211,81720.2112100400.050.050.100.050.10
2016-201729Hallescher2 Leagues36302,45227.2134100300.040.110.150.040.15
2021-202234Loko Leipzig1 League11901.0000000100.000.000.000.000.00
9 Seasons4 Clubs3 Leagues20214112,602140.011142511002520.080.100.180.080.18
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
Hallescher (3 Seasons)2 Leagues91736,04867.264106001200.090.060.150.090.15
Dresden (3 Seasons)2 Leagues43101,37815.3112100200.070.070.130.070.13
Chemnitzer FC (2 Seasons)1 League67575,08656.549134001020.070.160.230.070.23
Loko Leipzig (1 Season)1 League11901.0000000100.000.000.000.000.00
3. Liga (7 Seasons)18813511,951132.810132310002120.080.100.170.080.17
DFB-Pokal (3 Seasons)443904.3011000200.000.230.230.000.23
2. Bundesliga (1 Season)1022612.9101100200.340.000.340.340.34
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
2009-201022Dresdende GER3. 3. Liga12th722532.8011000000.000.360.360.000.36
2010-201123Dresdende GER3. 3. Liga3rd2668649.6000000000.000.000.000.000.00
2011-201224Dresdende GER2. 2. Bundesliga9th1022612.9101100200.340.000.340.340.34
2012-201325Chemnitzer FCde GER3. 3. Liga6th36342,99333.32810200610.060.240.300.060.30
2013-201426Chemnitzer FCde GER3. 3. Liga12th31232,09323.3213200410.090.040.130.090.13
2014-201527Hallescherde GER3. 3. Liga10th28221,77919.8404400500.200.000.200.200.20Matches
2015-201628Hallescherde GER3. 3. Liga13th26201,72719.2112100400.050.050.100.050.10Matches
2016-201729Hallescherde GER3. 3. Liga13th34282,24224.9123100200.040.080.120.040.12Matches
8 Seasons3 Clubs2 Leagues19813712,212135.711132411002320.080.100.180.080.18
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
Hallescher (3 Seasons)1 League88705,74863.96396001100.090.050.140.090.14
Dresden (3 Seasons)2 Leagues43101,37815.3112100200.070.070.130.070.13
Chemnitzer FC (2 Seasons)1 League67575,08656.549134001020.070.160.230.070.23
3. Liga (7 Seasons)18813511,951132.810132310002120.080.100.170.080.17
2. Bundesliga (1 Season)1022612.9101100200.340.000.340.340.34
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
2015-201628Hallescherde GERDFB-Pokal33rd11901.0000000000.000.000.000.000.00Matches
2016-201729Hallescherde GERDFB-Pokal17th222102.3011000100.000.430.430.000.43Matches
2021-202234Loko Leipzigde GERDFB-PokalRd111901.0000000100.000.000.000.000.00Matches
3 Seasons2 Clubs1 League443904.3011000200.000.230.230.000.23
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
Hallescher (2 Seasons)1 League333003.3011000100.000.300.300.000.30
Loko Leipzig (1 Season)1 League11901.0000000100.000.000.000.000.00

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
2009-201022Dresdende GER3. 3. Liga2.8020.710.0000
2010-201123Dresdende GER3. 3. Liga9.6050.520.0000
2011-201224Dresdende GER2. 2. Bundesliga2.9120.690.5000
2012-201325Chemnitzer FCde GER3. 3. Liga33.32150.450.1300
2013-201426Chemnitzer FCde GER3. 3. Liga23.3290.390.2200
2014-201527Hallescherde GER3. 3. Liga19.84120.610.3300Matches
2015-201628Hallescherde GER3. 3. Liga19.2170.360.1400Matches
2015-201628Hallescherde GERDFB-Pokal1.0000Matches
2016-201729Hallescherde GER3. 3. Liga24.91080.000.320.1300Matches
2016-201729Hallescherde GERDFB-Pokal2.30100.00.430.000.0000Matches
2021-202234Loko Leipzigde GERDFB-Pokal1.002150.02.001.000.000.0000Matches
9 Seasons4 Clubs3 Leagues140.011361300.00.110.440.330.1800
Country Comp 90s Gls Sh SoT SoT% Sh/90 SoT/90 G/Sh G/SoT Dist PK PKatt Matches
Hallescher (3 Seasons)2 Leagues67.26127800.00.040.411.000.2200
Dresden (3 Seasons)2 Leagues15.3190.590.1100
Chemnitzer FC (2 Seasons)1 League56.54240.420.1700
Loko Leipzig (1 Season)1 League1.002150.02.001.000.000.0000
3. Liga (7 Seasons)132.8100580.000.440.1700
DFB-Pokal (3 Seasons)4.303133.30.900.300.000.0000
2. Bundesliga (1 Season)2.9120.690.5000
Shooting Table
Standard
Season Age Squad Comp 90s Gls Sh SoT SoT% Sh/90 SoT/90 G/Sh G/SoT Dist PK PKatt Matches
2009-201022Dresden1 League2.8020.710.0000
2010-201123Dresden1 League9.6050.520.0000
2011-201224Dresden1 League2.9120.690.5000
2012-201325Chemnitzer FC1 League33.32150.450.1300
2013-201426Chemnitzer FC1 League23.3290.390.2200
2014-201527Hallescher1 League19.84120.610.3300
2015-201628Hallescher2 Leagues20.2170.360.1400
2016-201729Hallescher2 Leagues27.2118800.00.040.291.000.1300
2021-202234Loko Leipzig1 League1.002150.02.001.000.000.0000
9 Seasons4 Clubs3 Leagues140.011361300.00.110.440.330.1800
Comp 90s Gls Sh SoT SoT% Sh/90 SoT/90 G/Sh G/SoT Dist PK PKatt Matches
Hallescher (3 Seasons)2 Leagues67.26127800.00.040.411.000.2200
Dresden (3 Seasons)2 Leagues15.3190.590.1100
Chemnitzer FC (2 Seasons)1 League56.54240.420.1700
Loko Leipzig (1 Season)1 League1.002150.02.001.000.000.0000
3. Liga (7 Seasons)132.8100580.000.440.1700
DFB-Pokal (3 Seasons)4.303133.30.900.300.000.0000
2. Bundesliga (1 Season)2.9120.690.5000
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
2009-201022Dresdende GER3. 3. Liga12th2.8020.710.0000
2010-201123Dresdende GER3. 3. Liga3rd9.6050.520.0000
2011-201224Dresdende GER2. 2. Bundesliga9th2.9120.690.5000
2012-201325Chemnitzer FCde GER3. 3. Liga6th33.32150.450.1300
2013-201426Chemnitzer FCde GER3. 3. Liga12th23.3290.390.2200
2014-201527Hallescherde GER3. 3. Liga10th19.84120.610.3300Matches
2015-201628Hallescherde GER3. 3. Liga13th19.2170.360.1400Matches
2016-201729Hallescherde GER3. 3. Liga13th24.91080.000.320.1300Matches
8 Seasons3 Clubs2 Leagues135.7110600.000.440.1800
Country Comp LgRank 90s Gls Sh SoT SoT% Sh/90 SoT/90 G/Sh G/SoT Dist PK PKatt Matches
Hallescher (3 Seasons)1 League63.960270.000.420.2200
Dresden (3 Seasons)2 Leagues15.3190.590.1100
Chemnitzer FC (2 Seasons)1 League56.54240.420.1700
3. Liga (7 Seasons)132.8100580.000.440.1700
2. Bundesliga (1 Season)2.9120.690.5000
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
2015-201628Hallescherde GERDFB-Pokal33rd1.0000Matches
2016-201729Hallescherde GERDFB-Pokal17th2.30100.00.430.000.0000Matches
2021-202234Loko Leipzigde GERDFB-PokalRd11.002150.02.001.000.000.0000Matches
3 Seasons2 Clubs1 League4.303133.30.900.300.000.0000
Country Comp LgRank 90s Gls Sh SoT SoT% Sh/90 SoT/90 G/Sh G/SoT Dist PK PKatt Matches
Hallescher (2 Seasons)1 League3.30100.00.430.000.0000
Loko Leipzig (1 Season)1 League1.002150.02.001.000.000.0000

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
2009-201022Dresdende GER3. 3. Liga7253367.42.825
2010-201123Dresdende GER3. 3. Liga268643325.39.6620
2011-201224Dresdende GER2. 2. Bundesliga10261268.52.928
2012-201325Chemnitzer FCde GER3. 3. Liga362,9938387.533.3342
2013-201426Chemnitzer FCde GER3. 3. Liga312,0936861.223.3238
2014-201527Hallescherde GER3. 3. Liga281,7796452.019.8228611.252427-3-0.15-0.21Matches
2015-201628Hallescherde GER3. 3. Liga261,7276650.519.2209681.192526-1-0.05-0.11Matches
2015-201628Hallescherde GERDFB-Pokal19090100.01.01901000.0001-1-1.00Matches
2016-201729Hallescherde GER3. 3. Liga342,2426665.624.9287611.292422+2+0.08+0.62Matches
2016-201729Hallescherde GERDFB-Pokal2210105100.02.321052001.5047-3-1.29Matches
2021-202234Loko Leipzigde GERDFB-Pokal19090100.01.01901000.0003-3-3.00Matches
9 Seasons4 Clubs3 Leagues20212,6026246.0140.0141982861101.237786-9-0.13-0.03
Country Comp MP Min Mn/MP Min% 90s Starts Mn/Start Compl Subs Mn/Sub unSub PPM onG onGA +/- +/-90 On-Off Matches
Hallescher (3 Seasons)2 Leagues916,0486657.367.2731002718101.247783-6-0.09+0.01
Dresden (3 Seasons)2 Leagues431,3783213.915.31033
Chemnitzer FC (2 Seasons)1 League675,0867674.456.55710
Loko Leipzig (1 Season)1 League19090100.01.01901000.0003-3-3.00
3. Liga (7 Seasons)18811,9516449.9132.81352453101.257375-2-0.03+0.07
DFB-Pokal (3 Seasons)439098100.04.34984000.75411-7-1.62
2. Bundesliga (1 Season)10261268.52.928
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
2009-201022Dresden1 League7253367.42.825
2010-201123Dresden1 League268643325.39.6620
2011-201224Dresden1 League10261268.52.928
2012-201325Chemnitzer FC1 League362,9938387.533.3342
2013-201426Chemnitzer FC1 League312,0936861.223.3238
2014-201527Hallescher1 League281,7796452.019.8228611.252427-3-0.15-0.21
2015-201628Hallescher2 Leagues271,8176751.820.2219010681.152527-2-0.10-0.15
2016-201729Hallescher2 Leagues362,4526867.527.2301059611.302829-1-0.04+0.50
2021-202234Loko Leipzig1 League19090100.01.01901000.0003-3-3.00
9 Seasons4 Clubs3 Leagues20212,6026246.0140.0141982861101.237786-9-0.13-0.03
Comp MP Min Mn/MP Min% 90s Starts Mn/Start Compl Subs Mn/Sub unSub PPM onG onGA +/- +/-90 On-Off Matches
Hallescher (3 Seasons)2 Leagues916,0486657.367.2731002718101.247783-6-0.09+0.01
Dresden (3 Seasons)2 Leagues431,3783213.915.31033
Chemnitzer FC (2 Seasons)1 League675,0867674.456.55710
Loko Leipzig (1 Season)1 League19090100.01.01901000.0003-3-3.00
3. Liga (7 Seasons)18811,9516449.9132.81352453101.257375-2-0.03+0.07
DFB-Pokal (3 Seasons)439098100.04.34984000.75411-7-1.62
2. Bundesliga (1 Season)10261268.52.928
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
2009-201022Dresdende GER3. 3. Liga12th7253367.42.825
2010-201123Dresdende GER3. 3. Liga3rd268643325.39.6620
2011-201224Dresdende GER2. 2. Bundesliga9th10261268.52.928
2012-201325Chemnitzer FCde GER3. 3. Liga6th362,9938387.533.3342
2013-201426Chemnitzer FCde GER3. 3. Liga12th312,0936861.223.3238
2014-201527Hallescherde GER3. 3. Liga10th281,7796452.019.8228611.252427-3-0.15-0.21Matches
2015-201628Hallescherde GER3. 3. Liga13th261,7276650.519.2209681.192526-1-0.05-0.11Matches
2016-201729Hallescherde GER3. 3. Liga13th342,2426665.624.9287611.292422+2+0.08+0.62Matches
8 Seasons3 Clubs2 Leagues19812,2126245.2135.71372461101.257375-2-0.03+0.07
Country Comp LgRank MP Min Mn/MP Min% 90s Starts Mn/Start Compl Subs Mn/Sub unSub PPM onG onGA +/- +/-90 On-Off Matches
Hallescher (3 Seasons)1 League885,7486556.063.9702418101.257375-2-0.03+0.07
Dresden (3 Seasons)2 Leagues431,3783213.915.31033
Chemnitzer FC (2 Seasons)1 League675,0867674.456.55710
3. Liga (7 Seasons)18811,9516449.9132.81352453101.257375-2-0.03+0.07
2. Bundesliga (1 Season)10261268.52.928
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
2015-201628Hallescherde GERDFB-Pokal33rd19090100.01.01901000.0001-1-1.00Matches
2016-201729Hallescherde GERDFB-Pokal17th2210105100.02.321052001.5047-3-1.29Matches
2021-202234Loko Leipzigde GERDFB-PokalRd119090100.01.01901000.0003-3-3.00Matches
3 Seasons2 Clubs1 League439098100.04.34984000.75411-7-1.62
Country Comp LgRank MP Min Mn/MP Min% 90s Starts Mn/Start Compl Subs Mn/Sub unSub PPM onG onGA +/- +/-90 On-Off Matches
Hallescher (2 Seasons)1 League3300100100.03.331003001.0048-4-1.20
Loko Leipzig (1 Season)1 League19090100.01.01901000.0003-3-3.00
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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
2009-201022Dresdende GER3. 3. Liga2.800
2010-201123Dresdende GER3. 3. Liga9.600
2011-201224Dresdende GER2. 2. Bundesliga2.920
2012-201325Chemnitzer FCde GER3. 3. Liga33.361
2013-201426Chemnitzer FCde GER3. 3. Liga23.341
2014-201527Hallescherde GER3. 3. Liga19.850Matches
2015-201628Hallescherde GER3. 3. Liga19.240Matches
2015-201628Hallescherde GERDFB-Pokal1.00000Matches
2016-201729Hallescherde GER3. 3. Liga24.920000000000Matches
2016-201729Hallescherde GERDFB-Pokal2.310061112200Matches
2021-202234Loko Leipzigde GERDFB-Pokal1.01001101010Matches
9 Seasons4 Clubs3 Leagues140.025207121321000
Country Comp 90s CrdY CrdR 2CrdY Fls Fld Off Crs Int TklW PKwon PKcon OG Matches
Hallescher (3 Seasons)2 Leagues67.212006111220000
Dresden (3 Seasons)2 Leagues15.320
Chemnitzer FC (2 Seasons)1 League56.5102
Loko Leipzig (1 Season)1 League1.01001101010
3. Liga (7 Seasons)132.8212000000000
DFB-Pokal (3 Seasons)4.320071213210
2. Bundesliga (1 Season)2.920
Miscellaneous Stats Table
Performance
Season Age Squad Comp 90s CrdY CrdR 2CrdY Fls Fld Off Crs Int TklW PKwon PKcon OG Matches
2009-201022Dresden1 League2.800
2010-201123Dresden1 League9.600
2011-201224Dresden1 League2.920
2012-201325Chemnitzer FC1 League33.361
2013-201426Chemnitzer FC1 League23.341
2014-201527Hallescher1 League19.850
2015-201628Hallescher2 Leagues20.24000
2016-201729Hallescher2 Leagues27.23006111220000
2021-202234Loko Leipzig1 League1.01001101010
9 Seasons4 Clubs3 Leagues140.025207121321000
Comp 90s CrdY CrdR 2CrdY Fls Fld Off Crs Int TklW PKwon PKcon OG Matches
Hallescher (3 Seasons)2 Leagues67.212006111220000
Dresden (3 Seasons)2 Leagues15.320
Chemnitzer FC (2 Seasons)1 League56.5102
Loko Leipzig (1 Season)1 League1.01001101010
3. Liga (7 Seasons)132.8212000000000
DFB-Pokal (3 Seasons)4.320071213210
2. Bundesliga (1 Season)2.920
Miscellaneous Stats Table
Performance
Season Age Squad Country Comp LgRank 90s CrdY CrdR 2CrdY Fls Fld Off Crs Int TklW PKwon PKcon OG Matches
2009-201022Dresdende GER3. 3. Liga12th2.800
2010-201123Dresdende GER3. 3. Liga3rd9.600
2011-201224Dresdende GER2. 2. Bundesliga9th2.920
2012-201325Chemnitzer FCde GER3. 3. Liga6th33.361
2013-201426Chemnitzer FCde GER3. 3. Liga12th23.341
2014-201527Hallescherde GER3. 3. Liga10th19.850Matches
2015-201628Hallescherde GER3. 3. Liga13th19.240Matches
2016-201729Hallescherde GER3. 3. Liga13th24.920000000000Matches
8 Seasons3 Clubs2 Leagues135.7232000000000
Country Comp LgRank 90s CrdY CrdR 2CrdY Fls Fld Off Crs Int TklW PKwon PKcon OG Matches
Hallescher (3 Seasons)1 League63.9110000000000
Dresden (3 Seasons)2 Leagues15.320
Chemnitzer FC (2 Seasons)1 League56.5102
3. Liga (7 Seasons)132.8212000000000
2. Bundesliga (1 Season)2.920
Miscellaneous Stats Table
Performance
Season Age Squad Country Comp LgRank 90s CrdY CrdR 2CrdY Fls Fld Off Crs Int TklW PKwon PKcon OG Matches
2015-201628Hallescherde GERDFB-Pokal33rd1.00000Matches
2016-201729Hallescherde GERDFB-Pokal17th2.310061112200Matches
2021-202234Loko Leipzigde GERDFB-PokalRd11.01001101010Matches
3 Seasons2 Clubs1 League4.320071213210
Country Comp LgRank 90s CrdY CrdR 2CrdY Fls Fld Off Crs Int TklW PKwon PKcon OG Matches
Hallescher (2 Seasons)1 League3.310061112200
Loko Leipzig (1 Season)1 League1.01001101010

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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