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
2017-201815Duisburg U17de GERJr. U17 Bundesliga25251,97722.01100800.050.05Matches
2017-201815Duisburg U19de GERJr. U19 Bundesliga00Matches
2018-201916Duisburg U19de GERJr. U19 Bundesliga21141,28414.30000700.000.00Matches
2019-202017MSV Duisburgde GER3. 3. Liga31600.7000000000.000.000.000.000.00Matches
2019-202017Duisburg U19de GERJr. U19 Bundesliga17171,51316.86511500.360.30Matches
2020-202118MSV Duisburgde GER3. 3. Liga151092910.3101100400.100.000.100.100.10Matches
2020-202118MSV Duisburgde GERDFB-Pokal10260.3000000000.000.000.000.000.00Matches
2021-202219MSV Duisburgde GER3. 3. Liga1012172.4000000300.000.000.000.000.00Matches
2023-202421Preußen Münsterde GER3. 3. Liga802042.3000000200.000.000.000.000.00Matches
2023-202421Preußen Münsterde GERDFB-Pokal00Matches
4 Seasons2 Clubs2 Leagues37121,43616.0101100900.060.000.060.060.06
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
Duisburg U19 (3 Seasons)1 League38312,79731.165111200.190.16
MSV Duisburg (3 Seasons)2 Leagues29121,23213.7101100700.070.000.070.070.07
Duisburg U17 (1 Season)1 League25251,97722.01100800.050.05
Preußen Münster (1 Season)2 Leagues802042.3000000200.000.000.000.000.00
3. Liga (4 Seasons)36121,41015.7101100900.060.000.060.060.06
U19 Bundesliga (3 Seasons)38312,79731.165111200.190.16
DFB-Pokal (2 Seasons)10260.3000000000.000.000.000.000.00
U17 Bundesliga (1 Season)25251,97722.01100800.050.05
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
2017-201815Duisburg U171 League25251,97722.01100800.050.05
2017-201815Duisburg U191 League00
2018-201916Duisburg U191 League21141,28414.30000700.000.00
2019-202017Duisburg U191 League17171,51316.86511500.360.30
2019-202017MSV Duisburg1 League31600.7000000000.000.000.000.000.00
2020-202118MSV Duisburg2 Leagues161095510.6101100400.090.000.090.090.09
2021-202219MSV Duisburg1 League1012172.4000000300.000.000.000.000.00
2023-202421Preußen Münster2 Leagues802042.3000000200.000.000.000.000.00
4 Seasons2 Clubs2 Leagues37121,43616.0101100900.060.000.060.060.06
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
Duisburg U19 (3 Seasons)1 League38312,79731.165111200.190.16
MSV Duisburg (3 Seasons)2 Leagues29121,23213.7101100700.070.000.070.070.07
Duisburg U17 (1 Season)1 League25251,97722.01100800.050.05
Preußen Münster (1 Season)2 Leagues802042.3000000200.000.000.000.000.00
3. Liga (4 Seasons)36121,41015.7101100900.060.000.060.060.06
U19 Bundesliga (3 Seasons)38312,79731.165111200.190.16
DFB-Pokal (2 Seasons)10260.3000000000.000.000.000.000.00
U17 Bundesliga (1 Season)25251,97722.01100800.050.05
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
2017-201815Duisburg U17de GERJr. U17 Bundesliga33rd25251,97722.01100800.050.05Matches
2017-201815Duisburg U19de GERJr. U19 Bundesliga24th00Matches
2018-201916Duisburg U19de GERJr. U19 Bundesliga21st21141,28414.30000700.000.00Matches
2019-202017Duisburg U19de GERJr. U19 Bundesliga31st17171,51316.86511500.360.30Matches
2019-202017MSV Duisburgde GER3. 3. Liga5th31600.7000000000.000.000.000.000.00Matches
2020-202118MSV Duisburgde GER3. 3. Liga15th151092910.3101100400.100.000.100.100.10Matches
2021-202219MSV Duisburgde GER3. 3. Liga15th1012172.4000000300.000.000.000.000.00Matches
2023-202421Preußen Münsterde GER3. 3. Liga2nd802042.3000000200.000.000.000.000.00Matches
4 Seasons2 Clubs1 League36121,41015.7101100900.060.000.060.060.06
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
Duisburg U19 (3 Seasons)1 League38312,79731.165111200.190.16
MSV Duisburg (3 Seasons)1 League28121,20613.4101100700.070.000.070.070.07
Duisburg U17 (1 Season)1 League25251,97722.01100800.050.05
Preußen Münster (1 Season)1 League802042.3000000200.000.000.000.000.00
3. Liga (4 Seasons)36121,41015.7101100900.060.000.060.060.06
U19 Bundesliga (3 Seasons)38312,79731.165111200.190.16
U17 Bundesliga (1 Season)25251,97722.01100800.050.05
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
2020-202118MSV Duisburgde GERDFB-Pokal33rd10260.3000000000.000.000.000.000.00Matches
2023-202421Preußen Münsterde GERDFB-PokalR6400Matches
2 Seasons2 Clubs1 League10260.3000000000.000.000.000.000.00
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
MSV Duisburg (1 Season)1 League10260.3000000000.000.000.000.000.00
Preußen Münster (1 Season)1 League00

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
2017-201815Duisburg U17de GERJr. U17 Bundesliga22.0100Matches
2018-201916Duisburg U19de GERJr. U19 Bundesliga14.3000Matches
2019-202017MSV Duisburgde GER3. 3. Liga0.70000.000.0000Matches
2019-202017Duisburg U19de GERJr. U19 Bundesliga16.8611Matches
2020-202118MSV Duisburgde GER3. 3. Liga10.312150.00.190.100.501.0000Matches
2020-202118MSV Duisburgde GERDFB-Pokal0.30000.000.0000Matches
2021-202219MSV Duisburgde GER3. 3. Liga2.40000.000.0000Matches
2023-202421Preußen Münsterde GER3. 3. Liga2.3000Matches
4 Seasons2 Clubs2 Leagues16.012150.00.150.070.501.0000
Country Comp 90s Gls Sh SoT SoT% Sh/90 SoT/90 G/Sh G/SoT Dist PK PKatt Matches
Duisburg U19 (3 Seasons)1 League31.1611
MSV Duisburg (3 Seasons)2 Leagues13.712150.00.150.070.501.0000
Duisburg U17 (1 Season)1 League22.0100
Preußen Münster (1 Season)2 Leagues2.3000
3. Liga (4 Seasons)15.712150.00.150.070.501.0000
U19 Bundesliga (3 Seasons)31.1611
DFB-Pokal (2 Seasons)0.30000.000.0000
U17 Bundesliga (1 Season)22.0100
Shooting Table
Standard
Season Age Squad Comp 90s Gls Sh SoT SoT% Sh/90 SoT/90 G/Sh G/SoT Dist PK PKatt Matches
2017-201815Duisburg U171 League22.0100
2018-201916Duisburg U191 League14.3000
2019-202017Duisburg U191 League16.8611
2019-202017MSV Duisburg1 League0.70000.000.0000
2020-202118MSV Duisburg2 Leagues10.612150.00.190.090.501.0000
2021-202219MSV Duisburg1 League2.40000.000.0000
2023-202421Preußen Münster2 Leagues2.3000
4 Seasons2 Clubs2 Leagues16.012150.00.150.070.501.0000
Comp 90s Gls Sh SoT SoT% Sh/90 SoT/90 G/Sh G/SoT Dist PK PKatt Matches
Duisburg U19 (3 Seasons)1 League31.1611
MSV Duisburg (3 Seasons)2 Leagues13.712150.00.150.070.501.0000
Duisburg U17 (1 Season)1 League22.0100
Preußen Münster (1 Season)2 Leagues2.3000
3. Liga (4 Seasons)15.712150.00.150.070.501.0000
U19 Bundesliga (3 Seasons)31.1611
DFB-Pokal (2 Seasons)0.30000.000.0000
U17 Bundesliga (1 Season)22.0100
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
2017-201815Duisburg U17de GERJr. U17 Bundesliga33rd22.0100Matches
2018-201916Duisburg U19de GERJr. U19 Bundesliga21st14.3000Matches
2019-202017Duisburg U19de GERJr. U19 Bundesliga31st16.8611Matches
2019-202017MSV Duisburgde GER3. 3. Liga5th0.70000.000.0000Matches
2020-202118MSV Duisburgde GER3. 3. Liga15th10.312150.00.190.100.501.0000Matches
2021-202219MSV Duisburgde GER3. 3. Liga15th2.40000.000.0000Matches
2023-202421Preußen Münsterde GER3. 3. Liga2nd2.3000Matches
4 Seasons2 Clubs1 League15.712150.00.150.070.501.0000
Country Comp LgRank 90s Gls Sh SoT SoT% Sh/90 SoT/90 G/Sh G/SoT Dist PK PKatt Matches
Duisburg U19 (3 Seasons)1 League31.1611
MSV Duisburg (3 Seasons)1 League13.412150.00.150.070.501.0000
Duisburg U17 (1 Season)1 League22.0100
Preußen Münster (1 Season)1 League2.3000
3. Liga (4 Seasons)15.712150.00.150.070.501.0000
U19 Bundesliga (3 Seasons)31.1611
U17 Bundesliga (1 Season)22.0100
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
2020-202118MSV Duisburgde GERDFB-Pokal33rd0.30000.000.0000Matches
2 Seasons2 Clubs1 League0.30000.000.0000
Country Comp LgRank 90s Gls Sh SoT SoT% Sh/90 SoT/90 G/Sh G/SoT Dist PK PKatt Matches
MSV Duisburg (1 Season)1 League0.30000.000.0000
Preußen Münster (1 Season)1 League

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
2017-201815Duisburg U17de GERJr. U17 Bundesliga251,9777984.522.0257916000.882240-18-0.82-0.32Matches
2017-201815Duisburg U19de GERJr. U19 Bundesliga00001Matches
2018-201916Duisburg U19de GERJr. U19 Bundesliga211,2846154.914.31479372631.761817+1+0.07+0.33Matches
2019-202017MSV Duisburgde GER3. 3. Liga360201.80.714502821.330000.00-0.54Matches
2019-202017Duisburg U19de GERJr. U19 Bundesliga171,5138984.116.8178912000.821831-13-0.77-0.46Matches
2020-202118MSV Duisburgde GER3. 3. Liga159296227.210.31083552040.931419-5-0.48-0.12Matches
2020-202118MSV Duisburgde GERDFB-Pokal1262628.90.30012600.000000.00+7.03Matches
2021-202219MSV Duisburgde GER3. 3. Liga10217226.32.4173091680.9136-3-1.24-0.63Matches
2023-202421Preußen Münsterde GER3. 3. Liga8204266.02.300826111.6365+1+0.44-0.06Matches
2023-202421Preußen Münsterde GERDFB-Pokal00001Matches
4 Seasons2 Clubs2 Leagues371,4363910.416.0127952520261.082330-7-0.44-0.45
Country Comp MP Min Mn/MP Min% 90s Starts Mn/Start Compl Subs Mn/Sub unSub PPM onG onGA +/- +/-90 On-Off Matches
Duisburg U19 (3 Seasons)1 League382,7977443.231.131841572641.343648-12-0.39-0.12
MSV Duisburg (3 Seasons)2 Leagues291,2324211.913.7127951717140.931725-8-0.58-0.42
Duisburg U17 (1 Season)1 League251,9777984.522.0257916000.882240-18-0.82-0.32
Preußen Münster (1 Season)2 Leagues8204265.82.300826121.6365+1+0.44-0.06
3. Liga (4 Seasons)361,4103910.315.7127952419251.112330-7-0.45-0.49
U19 Bundesliga (3 Seasons)382,7977443.231.131841572641.343648-12-0.39-0.12
DFB-Pokal (2 Seasons)1262614.40.30012610.000000.00+7.03
U17 Bundesliga (1 Season)251,9777984.522.0257916000.882240-18-0.82-0.32
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
2017-201815Duisburg U171 League251,9777984.522.0257916000.882240-18-0.82-0.32
2017-201815Duisburg U191 League00001
2018-201916Duisburg U191 League211,2846154.914.31479372631.761817+1+0.07+0.33
2019-202017Duisburg U191 League171,5138984.116.8178912000.821831-13-0.77-0.46
2019-202017MSV Duisburg1 League360201.80.714502821.330000.00-0.54
2020-202118MSV Duisburg2 Leagues169556027.210.61083562140.871419-5-0.47+0.06
2021-202219MSV Duisburg1 League10217226.32.4173091680.9136-3-1.24-0.63
2023-202421Preußen Münster2 Leagues8204265.82.300826121.6365+1+0.44-0.06
4 Seasons2 Clubs2 Leagues371,4363910.416.0127952520261.082330-7-0.44-0.45
Comp MP Min Mn/MP Min% 90s Starts Mn/Start Compl Subs Mn/Sub unSub PPM onG onGA +/- +/-90 On-Off Matches
Duisburg U19 (3 Seasons)1 League382,7977443.231.131841572641.343648-12-0.39-0.12
MSV Duisburg (3 Seasons)2 Leagues291,2324211.913.7127951717140.931725-8-0.58-0.42
Duisburg U17 (1 Season)1 League251,9777984.522.0257916000.882240-18-0.82-0.32
Preußen Münster (1 Season)2 Leagues8204265.82.300826121.6365+1+0.44-0.06
3. Liga (4 Seasons)361,4103910.315.7127952419251.112330-7-0.45-0.49
U19 Bundesliga (3 Seasons)382,7977443.231.131841572641.343648-12-0.39-0.12
DFB-Pokal (2 Seasons)1262614.40.30012610.000000.00+7.03
U17 Bundesliga (1 Season)251,9777984.522.0257916000.882240-18-0.82-0.32
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
2017-201815Duisburg U17de GERJr. U17 Bundesliga33rd251,9777984.522.0257916000.882240-18-0.82-0.32Matches
2017-201815Duisburg U19de GERJr. U19 Bundesliga24th00001Matches
2018-201916Duisburg U19de GERJr. U19 Bundesliga21st211,2846154.914.31479372631.761817+1+0.07+0.33Matches
2019-202017Duisburg U19de GERJr. U19 Bundesliga31st171,5138984.116.8178912000.821831-13-0.77-0.46Matches
2019-202017MSV Duisburgde GER3. 3. Liga5th360201.80.714502821.330000.00-0.54Matches
2020-202118MSV Duisburgde GER3. 3. Liga15th159296227.210.31083552040.931419-5-0.48-0.12Matches
2021-202219MSV Duisburgde GER3. 3. Liga15th10217226.32.4173091680.9136-3-1.24-0.63Matches
2023-202421Preußen Münsterde GER3. 3. Liga2nd8204266.02.300826111.6365+1+0.44-0.06Matches
4 Seasons2 Clubs1 League361,4103910.315.7127952419251.112330-7-0.45-0.49
Country Comp LgRank MP Min Mn/MP Min% 90s Starts Mn/Start Compl Subs Mn/Sub unSub PPM onG onGA +/- +/-90 On-Off Matches
Duisburg U19 (3 Seasons)1 League382,7977443.231.131841572641.343648-12-0.39-0.12
MSV Duisburg (3 Seasons)1 League281,2064311.813.4127951616140.971725-8-0.60-0.48
Duisburg U17 (1 Season)1 League251,9777984.522.0257916000.882240-18-0.82-0.32
Preußen Münster (1 Season)1 League8204266.02.300826111.6365+1+0.44-0.06
3. Liga (4 Seasons)361,4103910.315.7127952419251.112330-7-0.45-0.49
U19 Bundesliga (3 Seasons)382,7977443.231.131841572641.343648-12-0.39-0.12
U17 Bundesliga (1 Season)251,9777984.522.0257916000.882240-18-0.82-0.32
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
2020-202118MSV Duisburgde GERDFB-Pokal33rd1262628.90.30012600.000000.00+7.03Matches
2023-202421Preußen Münsterde GERDFB-PokalR6400001Matches
2 Seasons2 Clubs1 League1262614.40.30012610.000000.00+7.03
Country Comp LgRank MP Min Mn/MP Min% 90s Starts Mn/Start Compl Subs Mn/Sub unSub PPM onG onGA +/- +/-90 On-Off Matches
MSV Duisburg (1 Season)1 League1262628.90.30012600.000000.00+7.03
Preußen Münster (1 Season)1 League00001
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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
2017-201815Duisburg U17de GERJr. U17 Bundesliga22.08000Matches
2018-201916Duisburg U19de GERJr. U19 Bundesliga14.37000Matches
2019-202017MSV Duisburgde GER3. 3. Liga0.70000000000Matches
2019-202017Duisburg U19de GERJr. U19 Bundesliga16.85000Matches
2020-202118MSV Duisburgde GER3. 3. Liga10.34002000020Matches
2020-202118MSV Duisburgde GERDFB-Pokal0.30001000000Matches
2021-202219MSV Duisburgde GER3. 3. Liga2.43000Matches
2023-202421Preußen Münsterde GER3. 3. Liga2.32000Matches
4 Seasons2 Clubs2 Leagues16.09003000020
Country Comp 90s CrdY CrdR 2CrdY Fls Fld Off Crs Int TklW PKwon PKcon OG Matches
Duisburg U19 (3 Seasons)1 League31.112000
MSV Duisburg (3 Seasons)2 Leagues13.77003000020
Duisburg U17 (1 Season)1 League22.08000
Preußen Münster (1 Season)2 Leagues2.32000
3. Liga (4 Seasons)15.79002000020
U19 Bundesliga (3 Seasons)31.112000
DFB-Pokal (2 Seasons)0.30001000000
U17 Bundesliga (1 Season)22.08000
Miscellaneous Stats Table
Performance
Season Age Squad Comp 90s CrdY CrdR 2CrdY Fls Fld Off Crs Int TklW PKwon PKcon OG Matches
2017-201815Duisburg U171 League22.08000
2018-201916Duisburg U191 League14.37000
2019-202017Duisburg U191 League16.85000
2019-202017MSV Duisburg1 League0.70000000000
2020-202118MSV Duisburg2 Leagues10.64003000020
2021-202219MSV Duisburg1 League2.43000
2023-202421Preußen Münster2 Leagues2.32000
4 Seasons2 Clubs2 Leagues16.09003000020
Comp 90s CrdY CrdR 2CrdY Fls Fld Off Crs Int TklW PKwon PKcon OG Matches
Duisburg U19 (3 Seasons)1 League31.112000
MSV Duisburg (3 Seasons)2 Leagues13.77003000020
Duisburg U17 (1 Season)1 League22.08000
Preußen Münster (1 Season)2 Leagues2.32000
3. Liga (4 Seasons)15.79002000020
U19 Bundesliga (3 Seasons)31.112000
DFB-Pokal (2 Seasons)0.30001000000
U17 Bundesliga (1 Season)22.08000
Miscellaneous Stats Table
Performance
Season Age Squad Country Comp LgRank 90s CrdY CrdR 2CrdY Fls Fld Off Crs Int TklW PKwon PKcon OG Matches
2017-201815Duisburg U17de GERJr. U17 Bundesliga33rd22.08000Matches
2018-201916Duisburg U19de GERJr. U19 Bundesliga21st14.37000Matches
2019-202017Duisburg U19de GERJr. U19 Bundesliga31st16.85000Matches
2019-202017MSV Duisburgde GER3. 3. Liga5th0.70000000000Matches
2020-202118MSV Duisburgde GER3. 3. Liga15th10.34002000020Matches
2021-202219MSV Duisburgde GER3. 3. Liga15th2.43000Matches
2023-202421Preußen Münsterde GER3. 3. Liga2nd2.32000Matches
4 Seasons2 Clubs1 League15.79002000020
Country Comp LgRank 90s CrdY CrdR 2CrdY Fls Fld Off Crs Int TklW PKwon PKcon OG Matches
Duisburg U19 (3 Seasons)1 League31.112000
MSV Duisburg (3 Seasons)1 League13.47002000020
Duisburg U17 (1 Season)1 League22.08000
Preußen Münster (1 Season)1 League2.32000
3. Liga (4 Seasons)15.79002000020
U19 Bundesliga (3 Seasons)31.112000
U17 Bundesliga (1 Season)22.08000
Miscellaneous Stats Table
Performance
Season Age Squad Country Comp LgRank 90s CrdY CrdR 2CrdY Fls Fld Off Crs Int TklW PKwon PKcon OG Matches
2020-202118MSV Duisburgde GERDFB-Pokal33rd0.30001000000Matches
2 Seasons2 Clubs1 League0.30001000000
Country Comp LgRank 90s CrdY CrdR 2CrdY Fls Fld Off Crs Int TklW PKwon PKcon OG Matches
MSV Duisburg (1 Season)1 League0.30001000000
Preußen Münster (1 Season)1 League

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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