From1982-83
- 2026-27
- 2025-26
- 2024-25
- 2023-24
- 2022-23
- 2021-22
- 2020-21
- 2019-20
- 2018-19
- 2017-18
- 2016-17
- 2015-16
- 2014-15
- 2013-14
- 2012-13
- 2011-12
- 2010-11
- 2009-10
- 2008-09
- 2007-08
- 2006-07
- 2005-06
- 2004-05
- 2003-04
- 2002-03
- 2001-02
- 2000-01
- 1999-00
- 1998-99
- 1997-98
- 1996-97
- 1995-96
- 1994-95
- 1993-94
- 1992-93
- 1991-92
- 1990-91
- 1989-90
- 1988-89
- 1987-88
- 1986-87
- 1985-86
- 1984-85
- 1983-84
- 1982-83
To2015-16
- 2026-27
- 2025-26
- 2024-25
- 2023-24
- 2022-23
- 2021-22
- 2020-21
- 2019-20
- 2018-19
- 2017-18
- 2016-17
- 2015-16
- 2014-15
- 2013-14
- 2012-13
- 2011-12
- 2010-11
- 2009-10
- 2008-09
- 2007-08
- 2006-07
- 2005-06
- 2004-05
- 2003-04
- 2002-03
- 2001-02
- 2000-01
- 1999-00
- 1998-99
- 1997-98
- 1996-97
- 1995-96
- 1994-95
- 1993-94
- 1992-93
- 1991-92
- 1990-91
- 1989-90
- 1988-89
- 1987-88
- 1986-87
- 1985-86
- 1984-85
- 1983-84
- 1982-83
ClubAll
- All clubs
- Arsenal
- Aston Villa
- Birmingham City
- Blackburn Rovers
- Blackpool
- Bolton Wanderers
- Bournemouth
- Burnley
- Cardiff City
- Chelsea
- Crystal Palace
- Everton
- Fulham
- Hull City
- Leicester City
- Liverpool
- Manchester City
- Manchester United
- Newcastle United
- Norwich City
- Queens Park Rangers
- Reading
- Southampton
- Stoke City
- Sunderland
- Swansea City
- Tottenham Hotspur
- Watford
- West Bromwich Albion
- West Ham United
- Wigan Athletic
- Wolverhampton Wanderers
- No matches
NationalityAll
- All nationalities
- England197
- Spain43
- France38
- Netherlands25
- Republic of Ireland25
- Scotland23
- Belgium20
- Argentina19
- Wales19
- Brazil18
- Italy11
- Senegal11
- Germany10
- USA10
- Côte d'Ivoire8
- Northern Ireland8
- Portugal8
- Switzerland8
- Jamaica7
- Nigeria7
- Serbia7
- Sweden7
- Chile6
- Colombia6
- Ghana6
- Korea Republic6
- Uruguay6
- Austria5
- Cameroon5
- Congo DR5
- Croatia5
- Denmark5
- Morocco5
- Norway5
- Ecuador4
- Japan4
- Algeria3
- Bosnia and Herzegovina3
- Costa Rica3
- Curaçao3
- Egypt3
- Mexico3
- Sierra Leone3
- Australia2
- Benin2
- Canada2
- Honduras2
- Iceland2
- Mali2
- Montenegro2
- New Zealand2
- Poland2
- Romania2
- Venezuela2
- Burkina Faso1
- Burundi1
- China PR1
- Czech Republic1
- Czechia1
- Equatorial Guinea1
- Gambia1
- Greece1
- Indonesia1
- Kenya1
- Kosovo1
- Martinique1
- Paraguay1
- Russia1
- Slovakia1
- Togo1
- Tunisia1
- Zimbabwe1
- No matches
Goals, assists and cards count 1971 of 8948 stored matches (22%) that name a player. Appearances count 361 matches with a stored lineup.
- 82
- 83
- 84
- 85
- 86
- 87
- 88
- 89
- 90
- 91
- 92
- 93
- 94
- 95
- 96
- 97
- 98
- 99
- 00
- 01
- 02
- 03
- 04
- 05
- 06
- 07
- 08
- 09
- 10
- 11
- 12
- 13
- 14
- 15
95% or more of matches name a playerSome matches name a playerNone recorded
50
Eden HazardChelsea· 25yChelseaM25413030307.13
50
Gareth BarryEverton· 35yEvertonM35715301127.13
| Season | Club | Goals | Ast | Apps | YC | RC | Rating |
|---|---|---|---|---|---|---|---|
| 2010-11 | Manchester City | 2 | 2 | 0 | 0 | 0 | – |
| 2011-12 | Manchester City | 1 | 3 | 0 | 0 | 0 | – |
| 2012-13 | Manchester City | 1 | 3 | 0 | 0 | 0 | – |
| 2013-14 | Everton | 3 | 4 | 0 | 0 | 0 | – |
| 2014-15 | Everton | 0 | 2 | 0 | 4 | 1 | – |
| 2015-16 | Everton | 0 | 1 | 30 | 7 | 1 | 7.13 |
50
Mamadou SakhoLiverpool· 26yLiverpoolD262021107.13
54
Winston ReidWest Ham United· 27yWest Ham UnitedD274120407.12
| Season | Club | Goals | Ast | Apps | YC | RC | Rating |
|---|---|---|---|---|---|---|---|
| 2012-13 | West Ham United | 1 | 0 | 0 | 0 | 0 | – |
| 2013-14 | West Ham United | 1 | 0 | 0 | 0 | 0 | – |
| 2014-15 | West Ham United | 1 | 0 | 0 | 0 | 0 | – |
| 2015-16 | West Ham United | 1 | 1 | 20 | 4 | 0 | 7.12 |
54
Antonio ValenciaManchester United· 30yManchester UnitedD3082813307.12
| Season | Club | Goals | Ast | Apps | YC | RC | Rating |
|---|---|---|---|---|---|---|---|
| 2010-11 | Manchester United | 1 | 1 | 0 | 0 | 0 | – |
| 2011-12 | Manchester United | 4 | 14 | 0 | 0 | 0 | – |
| 2012-13 | Manchester United | 1 | 5 | 0 | 0 | 0 | – |
| 2013-14 | Manchester United | 2 | 3 | 0 | 0 | 0 | – |
| 2014-15 | Manchester United | 0 | 2 | 0 | 2 | 0 | – |
| 2015-16 | Manchester United | 0 | 3 | 13 | 1 | 0 | 7.12 |
54G. ImbulaStoke City· 23yStoke CityM232013307.12
| Season | Club | Goals | Ast | Apps | YC | RC | Rating |
|---|---|---|---|---|---|---|---|
| 2015-16 | Stoke City | 2 | 0 | 13 | 3 | 0 | 7.12 |
54
Timm KloseNorwich City· 28yNorwich CityD281010307.12
| Season | Club | Goals | Ast | Apps | YC | RC | Rating |
|---|---|---|---|---|---|---|---|
| 2015-16 | Norwich City | 1 | 0 | 10 | 3 | 0 | 7.12 |
54Kieran TrippierTottenham Hotspur· 25yTottenham HotspurD25156207.12
| Season | Club | Goals | Ast | Apps | YC | RC | Rating |
|---|---|---|---|---|---|---|---|
| 2014-15 | Burnley | 0 | 4 | 0 | 1 | 0 | – |
| 2015-16 | Tottenham Hotspur | 1 | 1 | 6 | 1 | 0 | 7.12 |
59Jack CorkSwansea City· 27ySwansea CityM274236407.11
| Season | Club | Goals | Ast | Apps | YC | RC | Rating |
|---|---|---|---|---|---|---|---|
| 2014-15 | Southampton | 2 | 0 | 0 | 0 | 0 | – |
| 2014-15 | Swansea City | 1 | 0 | 1 | 1 | 0 | 7.70 |
| 2015-16 | Swansea City | 1 | 2 | 35 | 3 | 0 | 7.09 |
59Romelu LukakuEverton· 23yEvertonF23551934307.11
| Season | Club | Goals | Ast | Apps | YC | RC | Rating |
|---|---|---|---|---|---|---|---|
| 2011-12 | Chelsea | 0 | 1 | 0 | 0 | 0 | – |
| 2012-13 | West Bromwich Albion | 16 | 4 | 0 | 0 | 0 | – |
| 2013-14 | Everton | 15 | 5 | 0 | 0 | 0 | – |
| 2014-15 | Everton | 9 | 4 | 0 | 1 | 0 | – |
| 2015-16 | Everton | 15 | 5 | 34 | 2 | 0 | 7.11 |
59
Aaron RamseyArsenal· 25yArsenalM25242432607.11
59Mark NobleWest Ham United· 29yWest Ham UnitedM29161432807.11
| Season | Club | Goals | Ast | Apps | YC | RC | Rating |
|---|---|---|---|---|---|---|---|
| 2010-11 | West Ham United | 4 | 1 | 0 | 0 | 0 | – |
| 2012-13 | West Ham United | 3 | 3 | 0 | 0 | 0 | – |
| 2013-14 | West Ham United | 3 | 4 | 0 | 0 | 0 | – |
| 2014-15 | West Ham United | 2 | 3 | 0 | 2 | 0 | – |
| 2015-16 | West Ham United | 4 | 3 | 32 | 6 | 0 | 7.11 |
59
James MorrisonWest Bromwich Albion· 30yWest Bromwich AlbionM30181817407.11
| Season | Club | Goals | Ast | Apps | YC | RC | Rating |
|---|---|---|---|---|---|---|---|
| 2010-11 | West Bromwich Albion | 3 | 2 | 0 | 0 | 0 | – |
| 2011-12 | West Bromwich Albion | 4 | 5 | 0 | 0 | 0 | – |
| 2012-13 | West Bromwich Albion | 5 | 4 | 0 | 0 | 0 | – |
| 2013-14 | West Bromwich Albion | 1 | 3 | 0 | 0 | 0 | – |
| 2014-15 | West Bromwich Albion | 2 | 1 | 0 | 1 | 0 | – |
| 2015-16 | West Bromwich Albion | 3 | 3 | 17 | 3 | 0 | 7.11 |
59Gaël ClichyManchester City· 30yManchester CityD3011115007.11
| Season | Club | Goals | Ast | Apps | YC | RC | Rating |
|---|---|---|---|---|---|---|---|
| 2010-11 | Arsenal | 0 | 1 | 0 | 0 | 0 | – |
| 2011-12 | Manchester City | 0 | 4 | 0 | 0 | 0 | – |
| 2012-13 | Manchester City | 0 | 2 | 0 | 0 | 0 | – |
| 2014-15 | Manchester City | 1 | 3 | 1 | 0 | 0 | 6.50 |
| 2015-16 | Manchester City | 0 | 1 | 14 | 0 | 0 | 7.16 |
59
Kevin StewartLiverpool· 22yLiverpoolM22007107.11
| Season | Club | Goals | Ast | Apps | YC | RC | Rating |
|---|---|---|---|---|---|---|---|
| 2015-16 | Liverpool | 0 | 0 | 7 | 1 | 0 | 7.11 |
66
Alberto MorenoLiverpool· 23yLiverpoolD233429507.10
66
Cédric SoaresSouthampton· 24ySouthamptonD240223307.10
| Season | Club | Goals | Ast | Apps | YC | RC | Rating |
|---|---|---|---|---|---|---|---|
| 2015-16 | Southampton | 0 | 2 | 23 | 3 | 0 | 7.10 |
66
Bertrand TraoréChelsea· 20yChelseaM20218007.10
| Season | Club | Goals | Ast | Apps | YC | RC | Rating |
|---|---|---|---|---|---|---|---|
| 2015-16 | Chelsea | 2 | 1 | 8 | 0 | 0 | 7.10 |
69Nacho MonrealArsenal· 30yArsenalD301638207.09
69James MilnerLiverpool· 30yLiverpoolM301935261217.09
| Season | Club | Goals | Ast | Apps | YC | RC | Rating |
|---|---|---|---|---|---|---|---|
| 2010-11 | Aston Villa | 1 | 0 | 0 | 0 | 0 | – |
| 2010-11 | Manchester City | 0 | 6 | 0 | 0 | 0 | – |
| 2011-12 | Manchester City | 3 | 5 | 0 | 0 | 0 | – |
| 2012-13 | Manchester City | 4 | 3 | 0 | 0 | 0 | – |
| 2013-14 | Manchester City | 1 | 4 | 0 | 0 | 0 | – |
| 2014-15 | Manchester City | 5 | 7 | 1 | 2 | 0 | 6.80 |
| 2015-16 | Liverpool | 5 | 10 | 25 | 10 | 1 | 7.10 |
69Jan VertonghenTottenham Hotspur· 29yTottenham HotspurD295325507.09
| Season | Club | Goals | Ast | Apps | YC | RC | Rating |
|---|---|---|---|---|---|---|---|
| 2012-13 | Tottenham Hotspur | 4 | 3 | 0 | 0 | 0 | – |
| 2014-15 | Tottenham Hotspur | 1 | 0 | 0 | 1 | 0 | – |
| 2015-16 | Tottenham Hotspur | 0 | 0 | 25 | 4 | 0 | 7.09 |
69Danny RoseTottenham Hotspur· 25yTottenham HotspurD254923807.09
| Season | Club | Goals | Ast | Apps | YC | RC | Rating |
|---|---|---|---|---|---|---|---|
| 2012-13 | Sunderland | 1 | 1 | 0 | 0 | 0 | – |
| 2013-14 | Tottenham Hotspur | 1 | 2 | 0 | 0 | 0 | – |
| 2014-15 | Tottenham Hotspur | 1 | 3 | 0 | 1 | 0 | – |
| 2015-16 | Tottenham Hotspur | 1 | 3 | 23 | 7 | 0 | 7.09 |
69
Manuel LanziniWest Ham United· 23yWest Ham UnitedM235221107.09
| Season | Club | Goals | Ast | Apps | YC | RC | Rating |
|---|---|---|---|---|---|---|---|
| 2015-16 | West Ham United | 5 | 2 | 21 | 1 | 0 | 7.09 |
74
Emre CanLiverpool· 22yLiverpoolM222027807.08
75J. FonteSouthampton· 32ySouthamptonD327135517.07
| Season | Club | Goals | Ast | Apps | YC | RC | Rating |
|---|---|---|---|---|---|---|---|
| 2012-13 | Southampton | 2 | 0 | 0 | 0 | 0 | – |
| 2013-14 | Southampton | 3 | 0 | 0 | 0 | 0 | – |
| 2014-15 | Southampton | 0 | 1 | 0 | 1 | 0 | – |
| 2015-16 | Southampton | 2 | 0 | 35 | 4 | 1 | 7.07 |
75Chris SmallingManchester United· 26yManchester UnitedD265133807.07
| Season | Club | Goals | Ast | Apps | YC | RC | Rating |
|---|---|---|---|---|---|---|---|
| 2013-14 | Manchester United | 1 | 0 | 0 | 0 | 0 | – |
| 2014-15 | Manchester United | 4 | 0 | 0 | 0 | 0 | – |
| 2015-16 | Manchester United | 0 | 1 | 33 | 8 | 0 | 7.07 |
75B. HangelandCrystal PalaceCrystal PalaceD–827207.07
| Season | Club | Goals | Ast | Apps | YC | RC | Rating |
|---|---|---|---|---|---|---|---|
| 2010-11 | Fulham | 6 | 1 | 0 | 0 | 0 | – |
| 2014-15 | Crystal Palace | 2 | 1 | 0 | 0 | 0 | – |
| 2015-16 | Crystal Palace | 0 | 0 | 7 | 2 | 0 | 7.07 |
78César AzpilicuetaChelsea· 26yChelseaD2621037807.06
78Kyle WalkerTottenham Hotspur· 26yTottenham HotspurD2651229807.06
| Season | Club | Goals | Ast | Apps | YC | RC | Rating |
|---|---|---|---|---|---|---|---|
| 2010-11 | Aston Villa | 1 | 3 | 0 | 0 | 0 | – |
| 2011-12 | Tottenham Hotspur | 2 | 1 | 0 | 0 | 0 | – |
| 2012-13 | Tottenham Hotspur | 0 | 3 | 0 | 0 | 0 | – |
| 2013-14 | Tottenham Hotspur | 1 | 2 | 0 | 0 | 0 | – |
| 2014-15 | Tottenham Hotspur | 0 | 0 | 0 | 1 | 0 | – |
| 2015-16 | Tottenham Hotspur | 1 | 3 | 29 | 7 | 0 | 7.06 |
78
Martin ŠkrtelLiverpool· 31yLiverpoolD3115320607.06
81
Marko ArnautovićStoke City· 27yStoke CityM27161933307.05
| Season | Club | Goals | Ast | Apps | YC | RC | Rating |
|---|---|---|---|---|---|---|---|
| 2013-14 | Stoke City | 4 | 7 | 0 | 0 | 0 | – |
| 2014-15 | Stoke City | 1 | 6 | 0 | 1 | 0 | – |
| 2015-16 | Stoke City | 11 | 6 | 33 | 2 | 0 | 7.05 |
81Robert HuthLeicester City· 31yLeicester CityD3114532807.05
| Season | Club | Goals | Ast | Apps | YC | RC | Rating |
|---|---|---|---|---|---|---|---|
| 2010-11 | Stoke City | 6 | 3 | 0 | 0 | 0 | – |
| 2011-12 | Stoke City | 3 | 1 | 0 | 0 | 0 | – |
| 2012-13 | Stoke City | 1 | 0 | 0 | 0 | 0 | – |
| 2013-14 | Stoke City | 0 | 1 | 0 | 0 | 0 | – |
| 2014-15 | Leicester City | 1 | 0 | 0 | 0 | 0 | – |
| 2015-16 | Leicester City | 3 | 0 | 32 | 8 | 0 | 7.05 |
81Adam LallanaLiverpool· 28yLiverpoolM28211829307.05
| Season | Club | Goals | Ast | Apps | YC | RC | Rating |
|---|---|---|---|---|---|---|---|
| 2012-13 | Southampton | 3 | 3 | 0 | 0 | 0 | – |
| 2013-14 | Southampton | 9 | 6 | 0 | 0 | 0 | – |
| 2014-15 | Liverpool | 5 | 3 | 1 | 1 | 0 | 6.30 |
| 2015-16 | Liverpool | 4 | 6 | 28 | 2 | 0 | 7.08 |
81Erik LamelaTottenham Hotspur· 24yTottenham HotspurM2471430807.05
| Season | Club | Goals | Ast | Apps | YC | RC | Rating |
|---|---|---|---|---|---|---|---|
| 2013-14 | Tottenham Hotspur | 0 | 1 | 0 | 0 | 0 | – |
| 2014-15 | Tottenham Hotspur | 2 | 5 | 0 | 1 | 0 | – |
| 2015-16 | Tottenham Hotspur | 5 | 8 | 30 | 7 | 0 | 7.05 |
85W. MorganLeicester City· 32yLeicester CityD324234207.04
| Season | Club | Goals | Ast | Apps | YC | RC | Rating |
|---|---|---|---|---|---|---|---|
| 2014-15 | Leicester City | 2 | 2 | 0 | 0 | 0 | – |
| 2015-16 | Leicester City | 2 | 0 | 34 | 2 | 0 | 7.04 |
85Eric DierTottenham Hotspur· 22yTottenham HotspurM225433907.04
| Season | Club | Goals | Ast | Apps | YC | RC | Rating |
|---|---|---|---|---|---|---|---|
| 2014-15 | Tottenham Hotspur | 2 | 2 | 0 | 1 | 0 | – |
| 2015-16 | Tottenham Hotspur | 3 | 2 | 33 | 8 | 0 | 7.04 |
85
Dušan TadićSouthampton· 27ySouthamptonM27121632207.04
| Season | Club | Goals | Ast | Apps | YC | RC | Rating |
|---|---|---|---|---|---|---|---|
| 2014-15 | Southampton | 4 | 7 | 0 | 1 | 0 | – |
| 2015-16 | Southampton | 8 | 9 | 32 | 1 | 0 | 7.04 |
85Nemanja MatićChelsea· 27yChelseaM273932827.04
85Aleksandar KolarovManchester City· 30yManchester CityD3091928307.04
| Season | Club | Goals | Ast | Apps | YC | RC | Rating |
|---|---|---|---|---|---|---|---|
| 2010-11 | Manchester City | 0 | 1 | 0 | 0 | 0 | – |
| 2011-12 | Manchester City | 2 | 4 | 0 | 0 | 0 | – |
| 2012-13 | Manchester City | 1 | 2 | 0 | 0 | 0 | – |
| 2013-14 | Manchester City | 1 | 6 | 0 | 0 | 0 | – |
| 2014-15 | Manchester City | 2 | 3 | 0 | 0 | 0 | – |
| 2015-16 | Manchester City | 3 | 3 | 28 | 3 | 0 | 7.04 |
90
Sadio ManéSouthampton· 24ySouthamptonM2418935827.03
| Season | Club | Goals | Ast | Apps | YC | RC | Rating |
|---|---|---|---|---|---|---|---|
| 2014-15 | Southampton | 10 | 3 | 0 | 2 | 0 | – |
| 2015-16 | Southampton | 8 | 6 | 35 | 6 | 2 | 7.03 |
90Scott DannCrystal Palace· 29yCrystal PalaceD2910635907.03
| Season | Club | Goals | Ast | Apps | YC | RC | Rating |
|---|---|---|---|---|---|---|---|
| 2010-11 | Birmingham City | 2 | 1 | 0 | 0 | 0 | – |
| 2011-12 | Blackburn Rovers | 0 | 1 | 0 | 0 | 0 | – |
| 2013-14 | Crystal Palace | 1 | 0 | 0 | 0 | 0 | – |
| 2014-15 | Crystal Palace | 2 | 3 | 0 | 2 | 0 | – |
| 2015-16 | Crystal Palace | 5 | 1 | 35 | 7 | 0 | 7.03 |
93
Steven DavisSouthampton· 31ySouthamptonM3191232407.02
| Season | Club | Goals | Ast | Apps | YC | RC | Rating |
|---|---|---|---|---|---|---|---|
| 2012-13 | Southampton | 2 | 1 | 0 | 0 | 0 | – |
| 2013-14 | Southampton | 2 | 6 | 0 | 0 | 0 | – |
| 2014-15 | Southampton | 0 | 2 | 0 | 1 | 0 | – |
| 2015-16 | Southampton | 5 | 3 | 32 | 3 | 0 | 7.02 |
93Jack ButlandStoke City· 23yStoke CityG230031007.02
| Season | Club | Goals | Ast | Apps | YC | RC | Rating |
|---|---|---|---|---|---|---|---|
| 2015-16 | Stoke City | 0 | 0 | 31 | 0 | 0 | 7.02 |
93Cheikhou KouyatéWest Ham United· 26yWest Ham UnitedM266328517.02
| Season | Club | Goals | Ast | Apps | YC | RC | Rating |
|---|---|---|---|---|---|---|---|
| 2014-15 | West Ham United | 2 | 2 | 0 | 1 | 0 | – |
| 2015-16 | West Ham United | 4 | 1 | 28 | 4 | 1 | 7.02 |
93O. RomeuSouthamptonSouthamptonM–1027607.02
| Season | Club | Goals | Ast | Apps | YC | RC | Rating |
|---|---|---|---|---|---|---|---|
| 2015-16 | Southampton | 1 | 0 | 27 | 6 | 0 | 7.02 |
93Andy CarrollWest Ham United· 27yWest Ham UnitedF27352023307.02
| Season | Club | Goals | Ast | Apps | YC | RC | Rating |
|---|---|---|---|---|---|---|---|
| 2010-11 | Liverpool | 2 | 0 | 0 | 0 | 0 | – |
| 2010-11 | Newcastle United | 10 | 7 | 0 | 0 | 0 | – |
| 2011-12 | Liverpool | 4 | 3 | 0 | 0 | 0 | – |
| 2012-13 | West Ham United | 6 | 4 | 0 | 0 | 0 | – |
| 2013-14 | West Ham United | 2 | 4 | 0 | 0 | 0 | – |
| 2014-15 | West Ham United | 4 | 1 | 0 | 1 | 0 | – |
| 2015-16 | West Ham United | 7 | 1 | 23 | 2 | 0 | 7.02 |
98
Odion IghaloWatford· 27yWatfordF2715336407.01
| Season | Club | Goals | Ast | Apps | YC | RC | Rating |
|---|---|---|---|---|---|---|---|
| 2015-16 | Watford | 15 | 3 | 36 | 4 | 0 | 7.01 |
98
Petr ČechArsenal· 34yArsenalG340134007.01
98P. WollscheidStoke City· 27yStoke CityD270030407.01
| Season | Club | Goals | Ast | Apps | YC | RC | Rating |
|---|---|---|---|---|---|---|---|
| 2014-15 | Stoke City | 0 | 0 | 0 | 2 | 0 | – |
| 2015-16 | Stoke City | 0 | 0 | 30 | 2 | 0 | 7.01 |
Sources: Wikipedia (CC BY-SA 4.0), API-Football · Data sources