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Comparison of Machine Learning Approaches Applied to Predicting Football Players Performance
Comparison of Machine Learning Approaches Applied to Predicting Football Players Performance Master’s thesis in Computer science and engineering ADRIAN LINDBERG DAVID SÖDERBERG Department of Computer Science and Engineering CHALMERS UNIVERSITY OF TECHNOLOGY UNIVERSITY OF GOTHENBURG Gothenburg, Sweden 2020 Master’s thesis 2020 Comparison of Machine Learning Approaches Applied to Predicting Football Players Performance ADRIAN LINDBERG DAVID SÖDERBERG Department of Computer Science and Engineering Chalmers University of Technology University of Gothenburg Gothenburg, Sweden 2020 Comparison of Machine Learning Approaches Applied to Predicting Football Play- ers Performance ADRIAN LINDBERG DAVID SÖDERBERG © ADRIAN LINDBERG, DAVID SÖDERBERG, 2020. Supervisor: Carl Seger, Research Professor, Functional Programming division, Com- puter Science and Engineering. Supervisor: Yinan Yu, Postdoc, Functional Programming division, Department of Computer Science and Engineering. Examiner: Andreas Abel, Senior Lecturer, Logic and Types division, Department of of Computer Science and Engineering. Master’s Thesis 2020 Department of Computer Science and Engineering Chalmers University of Technology and University of Gothenburg SE-412 96 Gothenburg Telephone +46 31 772 1000 Typeset in LATEX Gothenburg, Sweden 2020 iv Comparison of Machine Learning Approaches Applied to Predicting Football Players Performance ADRIAN LINDBERG DAVID SÖDERBERG Department of Computer Science and Engineering Chalmers University of Technology Abstract This thesis investigates three machine learning approaches: Support Vector Machine (SVM), Multi-Layer Perceptron (MLP) and Long Short-Term Memory (LSTM) on predicting the performance of an upcoming match for a football player in the English Premier League. Each approach is applied to two problems: regression and classifi- cation. The last four seasons of English Premier League is collected and analyzed. Each approach and problem is tested several times with different hyperparameters in order to find the best performance. -
Page-1-16 Feb11.Indd
G Before your next trip to Britain check out the BBIGI S ING Discounts on: AV • BritRail Passes • The London Eye SSAVINGS• The London Pass • Tower of London • The Original London Sightseeing Bus Tour Go to: ujnews.com [click on the VisitBritain Shop logo] Vol. 28 No. 11 February 2011 WEYBRIDGE in Surrey Government Plans Major was last month named as Britain’s most fertile town according to a study by MMostost FFertileertile Health Care Reform Gurgle.com. Women living there PRIME MINISTER David Cam- NHS. I think we do need to make more take an average of just TTownown IInn BBritainritain eron said last month that his gov- fundamental changes.” three months to con- ernment will make fundamental PUBLISH ceive, compared to the changes to Britain’s state-run The government was about to publish UK average of six months, its Health and Social Care Bill. NNamedamed health care system, but critics Some doctors welcome the changes, but and are more likely to warned the reforms could under- critics claim the scale of the reforms could fall pregnant than in any mine one of the country’s most vital other area reported the cause chaos. website. institutions. In a letter published in The Times The town is part of the The Conservative leader said he would newspaper groups, including doctors’ posh Elmbridge district, save money and cut red tape by giving body the British Medical Association, the named last month as control over management to family prac- Royal College of Nursing and trade unions Britain’s best place to titioners rather than bureaucrats, and allow warned that the scale and pace of reform live, with official statistics private companies to bid for contracts made the changes “extremely risky and showing its birth rate shot within the National Health Service. -
Full Time Report FC BARCELONA LIVERPOOL FC
Full Time Report First Knock-out Round 1st leg - Wednesday 21 February 2007 Camp Nou - Barcelona FC BARCELONA LIVERPOOL FC 120:45 2 (1) (1) half time half time 20 DECO 14' 1 VALDÉS Víctor 25 REINA Pepe 2 BELLETTI Juliano 23' 5 Daniel AGGER 2 ARBELOA Álvaro 3 MOTTA Thiago 3 FINNAN Steve 4 MÁRQUEZ Rafael 5 AGGER Daniel 5 PUYOL Carles 6 RIISE John Arne 6 XAVI HERNÁNDEZ 8 GERRARD Steven 10 RONALDINHO 14 ALONSO Xabi 11 ZAMBROTTA Gianluca 35' 18 Dirk KUYT 17 BELLAMY Craig 19 MESSI Lionel 18 KUYT Dirk 20 DECO 22 SISSOKO Mohamed 22 SAVIOLA Javier 2 Juliano BELLETTI 38' 23 CARRAGHER Jamie 43' 17 Craig BELLAMY 25 JORQUERA Albert 1 DUDEK Jerzy 7 GUDJOHNSEN Eidur 4 HYYPIÄ Sami 8 GIULY Ludovic 11 GONZALEZ Mark 12 VAN BRONCKHORST Giovanni 45' 15 CROUCH Peter 21 THURAM Lilian 1'01" 16 PENNANT Jermaine 23 OLEGUER 20 MASCHERANO Javier 24 INIESTA Andrés 32 ZENDEN Boudewijn Coach: Coach: RIJKAARD Frank BENÍTEZ Rafael Half Full 24 Andrés INIESTA in Half Full out 54' Total shots 8 14 3 Thiago MOTTA Total shots 2 7 On goal 2 4 On goal 1 5 Wide 4 8 61' 22 Mohamed SISSOKO Wide 1 2 Blocked 2 2 Blocked 0 0 Free kicks to goal 0 2 Free kicks to goal 0 2 in Saves 0 3 8 Ludovic GIULY Saves 1 2 6 XAVI HERNÁNDEZ out 65' Corners 4 6 Corners 0 2 Fouls committed 8 17 Fouls committed 14 29 Fouls suffered 13 28 Fouls suffered 8 16 Offside 3 5 74' 6 John Arne RIISE Offside 3 6 Possession 63% 62% Possession 37% 38% Ball in play 17' 33' 77' 17 Craig BELLAMY Ball in play 10' 20' Total ball in play 27' 53' in 16 Jermaine PENNANT Total ball in play 27' 53' 80' out 17 Craig BELLAMY in Referee: 7 Eidur GUDJOHNSEN out 82' VASSARAS Kyros (GRE) 22 Javier SAVIOLA in 32 Boudewijn ZENDEN Assistant referees: 84' out 22 Mohamed SISSOKO BOZATZIDIS Dimitrios (GRE) SARAIDARIS Dimitrios (GRE) Fourth official: TSACHILIDIS Ioannis (GRE) 90' UEFA delegate: in 15 Peter CROUCH LAURINEC František (SVK) 11 Gianluca ZAMBROTTA 4'34" out 18 Dirk KUYT 22:38:05 CET Goal Booked Sent off Substitution Penalty Owngoal Captain Goalkeeper Misses next match if booked 21 Feb 2007 UEFA Media Information. -
El Encuentro De Bullrich Con Los Alumnos
La revolución Beatle HOY cumple 50 años El single "Love Me Do" fue registrado hace cinco décadas y marcó el inicio de la cultura joven. Dos años más tarde, la 21º 11º "invasión británica" llegó a los CIELO ALGO Estados Unidos y se dispersó NUBLADO al resto del mundo. SE www.tiempoargentino.com| año 3 | nº 862 | jueves 4 de octubre de 2012 edición nacional | $ 5,00 | recargo envío al interior $ 0,75 TÉLAM EDGARDO GÓMEZ Posiciones - Los titulares de todos los bloques de la Cámara de Diputados firmaron un documento en el que llamaron a los prefectos y gendarmes insubordinados a respetar la ConstituciónN acional. TRAS LAS PROTESTAS, LA MINISTRA DE SEGURIDAD RELEVÓ A LA CÚPULA DE LA GENDARMERÍA Y DE LA PREFECTURA » Roberto Caballero | PERIODISTA Todo el arco político Lo anecdótico y lo importante emover a las cúpulas de dos fuer- Rzas federales como Prefectura exhortó a que se y Gendarmería no es una decisión que se tome a la ligera. Estos coman- dantes eran, hasta ayer, los respon- sables funcionales que debieron aplicar con algún criterio equitati- vo (desde la época de Raúl Alfonsín respete la democracia ambos organismos de seguridad tienen autonomía administrativa) Diputados y senadores del oficialismo y la oposición instaron a los miembros de las fuerzas de seguridad a el Decreto 1307/12, que lleva la fir- ma de la ministra Nilda Garré, para "adecuar sus acciones a pautas de funcionamiento democrático y subordinación a las autoridades legalmente blanquear en los recibos de sueldo constituidas" En el mismo sentido se pronunciaron los organismos de Derechos Humanos El flamante de los efectivos diversas sumas no remunerativas que produjeron, en secretario de la CGT, Antonio Caló, también criticó la protesta, mientras que Moyano recibió a los insubordinados los últimos años, una lluvia de jui- Anoche se abrió un canal de negociación con las nuevas autoridades de ambas fuerzas. -
Panini Adrenalyn XL Liverpool 2011
www.soccercardindex.com 2011 Panini Adrenalyn XL Liverpool checklist Home 049 Jordan Henderson Legends 001 Pepe Reina 050 Jonjo Shelvey 095 Jerzy Dudek 002 Brad Jones 051 Conor Coady 096 Bruce Grobbelaar 003 Alexander Doni 052 Stewart Downing 097 Ron Yeats 004 Martin Kelly 053 Andy Carroll 098 Emlyn Huhges 005 Glen Johnson 054 Dirk Kuyt 099 Phil Neal 006 Jamie Carragher 055 Luis Suarez 100 Phil Thompson 007 Martin Skrtel 056 Jesus Fernandes Saez 101 Tommy Smith 008 Daniel Agger 102 Alan Kennedy 009 Fabio Aurelio Special (Foil) 103 Mark Lawrenson 010 Jose Enrique 057 Pepe Reina 104 Jimmy Case 011 Jack Robinson 058 Brad Jones 105 Ian Callaghan 012 Jon Flanagen 059 Alexander Doni 106 Ray Kennedy 013 Danny Wilson 060 Martin Kelly 107 Steve Heighway 014 Andre Wisdom 061 Glen Johnson 108 Jon Barnes 015 Steven Gerrard 062 Jamie Carragher 109 Jan Molby 016 Lucas Leiva 063 Martin Skrtel 110 Craig Johnston 017 Raheem Sterling 064 Daniel Agger 111 Billy Liddell 018 Maxi Rodriguez 065 Fabio Aurelio 112 Roger Hunt 019 Charile Adam 066 Jose Enrique 113 John Toshack 020 Jay Spearing 067 Jack Robinson 114 Robbie Fowler 021 Jordan Henderson 068 Jon Flanagen 022 Jonjo Shelvey 069 Danny Wilson Legends - Ultimate (Rainbow foil) 023 Conor Coady 070 Andre Wisdom 115 Ray Clemence 024 Stewart Downing 071 Steven Gerrard 116 Alan Hansen 024 Andy Carroll 072 Lucas Leiva 117 Graeme Souness 026 Dirk Kuyt 073 Raheem Sterling 118 Kevin Keegan 027 Luis Suarez 074 Maxi Rodriguez 119 Kenny Dalglish 028 Jesus Fernandes Saez 075 Charile Adam 120 Ian Rush 076 Jay Spearing -
SERIE a CALCIO CARDS GAME 2005-06 (Panini)
SERIE A CALCIO CARDS GAME 2005-06 (Panini) ASCOLI O 64. Gianluca Zambrotta O 127. Mario Alberto Santana UDINESE O 1. Ferdinando Coppola O 65. Emerson O 128. Massimo Bonanni O 191. Morgan de Sanctis O 2. Gianluca Comotto O 66. Patrick Vieira O 129. Stephen Ayodele Makinwa O 192. Valerio Bertotto O 3. Maurizio Domizzi O 67. Pavel Nedved O 130. Andrea Caracciolo O 193. Felipe O 4. Vittorio Tosto O 68. Zlatan Ibrahimovic O 194. Vincent Candela O 5. Domenico Cristiano O 69. David Trezeguet PARMA O 195. Sulley Ali Muntari O 6. Roberto Guana O 70. Alessandro Del Piero O 131. Cristiano Lupatelli O 196. Giampiero Pinzi O 7. Pasquale Foggia O 132. Daniele Bonera O 197. Christian Obodo O 8. Fabio Quagliarella LAZIO O 133. Giuseppe Cardone O 198. Antonio di Natale O 9. Marco Ferrante O 71. Angelo Peruzzi O 134. Vincenzo Grella O 199. Vincenzo Iaquinta O 10. Corrado Colombo O 72. Massimo Oddo O 135. Jorge Eladio Bolaño O 200. David di Michele O 73. Sebastiano Siviglia O 136. Fabio Simplicio CAGLIARI O 74. Luciano Zauri O 137. Domenico Morfeo CARDS AZIONI O 11. Hector Fabian Carini O 75. Valon Behrami O 138. Mark Bresciano O 201. Tecnica (Del Piero/Juventus) O 12. Diego Luis Lopez O 76. Fabio Liverani O 139. Bernardo Corradi O 202. Potenza (Iaquinta/Udinese) O 13. Francesco Bega O 77. Cesar O 140. Marco Delvecchio O 203. Precisione (Totti/Roma) O 14. Alessandro Agostini O 78. Paolo di Canio O 204. Velocita (Kaka/Milan) O 15. Daniele Conti O 79. -
FC Unirea Urziceni:18 AC Milan.Qxd
FC Unirea Urziceni UEFA CHAMPIONS LEAGUE | SEASON 2009/10 | GROUP G Founded: 1954 Telephone: +40 21 312 00 49 Address: 33 Tudor Vianu Street Telefax: +40 21 312 00 69 District 1 E-mail: [email protected] RO-011638 Bucharest Website: www.fcunirea.ro Romania CLUB HONOURS National Championship (1) 2009 FC Unirea Urziceni UEFA CHAMPIONS LEAGUE | SEASON 2009/10 | GROUP G GENERAL INFORMATION General Manager: Mihai Stoica Club Members: 100 Sports Director: Narcis Raducan Supporters: 3,000 Press Officer: Paul Andone Other sports: None Captain: George Galamaz PRESIDENT CLUB RECORDS Mihai STOICA Most Appearances: Epaminonda Nicu - 181 matches and Date of Birth: 8 goals (2002-09) 12.04.1965 in Sibiu Date of Election: Most Goals: 05.06.2007 Marius Bilasco - 22 goals (2007-09) STADIUM – STEAUA (Bucharest) Ground Capacity: 28,067 (all-seated) Floodlight: 1,500 lux Record Attendance: 28,000 Size of Pitch: 105m x 68m HEAD COACH – Dan Vasile PETRESCU Date of Birth: 22.12.1967 in Bucharest Nationality: Romanian Player: FC Steaua Bucureşti (1977-1986) FC Olt Scorniceşti (1986-87) FC Steaua Bucureşti (1987-91) US Foggia (1991-93) Genoa CFC (1993-94) Sheffield Wednesday FC (1994-95) Chelsea FC (1995-2000) Bradford City FC (2001-01) Southampton FC (2001-02) FC National (2002-03 95 appearances / 12 goals for Romania (1989-2000) 139 appearances / 26 goals in the Romanian League 79 appearances / 8 goals in the Italian League 215 league appearances / 24 goals in England UEFA Cup Winners’ Cup Winner 1998 UEFA Super Cup Winner 1998 Romanian Championship Winner 1986, -
Ny Velgørenhedsauktion
NY VELGØRENHEDSAUKTION #1 1965 FA Cup-plakat Lækker plakat med motiv fra 1965-fina- len. Plakaten er signeret af: Ron Yeats, #11 1981 Europa Cup-trøje #15 Emile Heskey-trøje Peter Thompson, Tommy Lawrence, Retro 1981-trøje signeret af følgende spillere: Replica-trøje signeret af Emile Heskey. Gordon Milne, Roger Hunt, Tommy Steve Heighway, David Johnson, Jimmy Case, Trøjestørrelse: ukendt Smith, Chris Lawler, Willie Stevenson, Ian Howard Gayle, Alan Kennedy og Phil Neal. - - - - - - - - - - - - - - - - - - - - - Callaghan og Ian St. John. Trøjestørrelse: M Startpris: kr. 500,00 Dimension: 43x63 cm. #4 2001 FA Cup-foto Foto fra FA Cup-finalen i 2001. Billedet #6 Jan Mølby-fotokollage - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - Startpris: kr. 600,00 Startpris: kr. 800,00 er signeret af Patrik Berger, Sami Jan Mølby-fotokollage signeret af Mølleren selv. Hyypiä og Vladimir Smicer. Dimensioner: 30x40 cm. - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - Dimensioner: 20x30 cm. - - - - - - - - - - - - - - - - - - - - - #8 Bruce Grobbelaar- - - - - - - - - - - - - - - - - - - - - - Startpris: kr. 300,00 målmandshandske Startpris: kr. 300,00 - - - - - - - - - - - - - - - - - - - - - Målmandshandske signeret af - - - - - - - - - - - - - - - - - - - - - Bruce Grobbelaar. Bemærk: Kun én handske - - - - - - - - - - - - - - - - - - - - - Startpris: kr. 300,00 - - - - - - - - - - - - - - - - - - - - - #12 Ian Rush-trøje Retro-spillertrøje -
Futera World Football Online 2010 (Series 2) Checklist
www.soccercardindex.com Futera World Football Online 2010 (series 2) checklist GOALKEEPERS 467 Khalid Boulahrouz 538 Martin Stranzl 606 Edison Méndez 674 Nihat Kahveci B R 468 Wilfred Bouma 539 Marcus Tulio Tanaka 607 John Obi Mikel 675 Salomon Kalou 401 René Adler 469 Gary Caldwell 540 Vasilis Torosidis 608 Zvjezdan Misimovic 676 Robbie Keane 402 Marco Amelia 470 Joan Capdevila 541 Tomas Ujfalusi 609 Teko Modise 677 Seol Ki-Hyeon 403 Stephan Andersen 471 Servet Çetin 542 Marcin Wasilewski 610 Luka Modric 678 Bojan Krkic 404 Árni Arason 472 Steve Cherundolo 543 Du Wei 611 João Moutinho 679 Gao Lin 405 Diego Benaglio 473 Gaël Clichy 544 Luke Wilkshire 612 Kim Nam-Il 680 Younis Mahmoud 406 Claudio Bravo 474 James Collins 545 Sun Xiang 613 Nani 681 Benni McCarthy 407 Fabian Carini 475 Vedran Corluka 546 Cao Yang 614 Samir Nasri 682 Takayuki Morimoto 408 Idriss Carlos Kameni 476 Martin Demichelis 547 Mario Yepes 615 Gonzalo Pineda 683 Adrian Mutu 409 Juan Pablo Carrizo 477 Julio Cesar Dominguez 548 Gokhan Zan 616 Jaroslav Plašil 684 Shinji Okazaki 410 Julio Cesar 478 Jin Kim Dong 549 Cristian Zapata 617 Jan Polak 685 Bernard Parker 411 José Francisco Cevallos 479 Andrea Dossena 550 Marc Zoro 618 Christian Poulsen 686 Roman Pavlyuchenko 412 Konstantinos Chalkias 480 Cha Du-Ri 619 Ivan Rakitic 687 Lukas Podolski 413 Volkan Demirel 481 Richard Dunne MIDFIELDERS 620 Aaron Ramsey 688 Robinho 414 Eduardo 482 Urby Emanuelson B R 621 Bjørn Helge Riise 689 Hugo Rodallega 415 Austin Ejide 483 Giovanny Espinoza 551 Ibrahim Afellay 622 Juan Román Riquelme -
Uefa Champions League
UEFA CHAMPIONS LEAGUE - 2020/21 SEASON MATCH PRESS KITS (First leg: 1-3) Anfield - Liverpool Wednesday 14 April 2021 Liverpool FC 21.00CET (20.00 local time) Real Madrid CF Quarter-finals, Second leg Last updated 27/08/2021 00:49CET UEFA CHAMPIONS LEAGUE OFFICIAL SPONSORS Previous meetings 2 Match background 9 Squad list 14 Match officials 18 Fixtures and results 22 Match-by-match lineups 26 Competition facts 29 Team facts 31 Legend 33 1 Liverpool FC - Real Madrid CF Wednesday 14 April 2021 - 21.00CET (20.00 local time) Match press kit Anfield, Liverpool Previous meetings Head to Head UEFA Champions League Date Stage Match Result Venue Goalscorers Vinícius Júnior 27, 65, 06/04/2021 QF Real Madrid CF - Liverpool FC 3-1 Madrid Asensio 36; Salah 51 UEFA Champions League Date Stage Match Result Venue Goalscorers Benzema 51, Bale 64, 26/05/2018 F Real Madrid CF - Liverpool FC 3-1 Kyiv 83; Mané 55 UEFA Champions League Date Stage Match Result Venue Goalscorers 04/11/2014 GS Real Madrid CF - Liverpool FC 1-0 Madrid Benzema 27 Ronaldo 23, Benzema 22/10/2014 GS Liverpool FC - Real Madrid CF 0-3 Liverpool 30, 41 UEFA Champions League Date Stage Match Result Venue Goalscorers 4-0 Torres 16, Gerrard 28 10/03/2009 R16 Liverpool FC - Real Madrid CF Liverpool agg: 5-0 (P), 47, Dossena 88 25/02/2009 R16 Real Madrid CF - Liverpool FC 0-1 Madrid Benayoun 82 European Champions Clubs' Cup Date Stage Match Result Venue Goalscorers 27/05/1981 F Liverpool FC - Real Madrid CF 1-0 Paris A. -
LIVERPOOL FC V Chelsea 08.05.2012 • Kick- Off 8.00Pm
.................................... OFFICIAL MEMBERS’ PRE-MATCHDAY STATS GUIDE .................................... LIVERPOOL FC v Chelsea 08.05.2012 • Kick- off 8.00pm ........ Season 2011/12 ..................................................................................................................................................................................... Main sponsor Official kit sponsor ......................................................................................................................................................... www.liverpoolfc.tv v Liverpool FC Chelsea FC Glen JOHNsON 2 1 Petr ČECH José ENRIQuE 3 2 Branislav IVANOVIC Daniel AggER 5 3 Ashley COLE Fabio AuRELIO 6 4 David LuIs Luis suÁREZ 7 5 Michael EssIEN Steven gERRARd 8 6 Oriol ROMEu Andy CARROLL 9 7 RAMIREs Maxi ROdRIguEZ 11 8 Frank LAMpARd Jordan HENdERsON14 9 Fernando TORREs Sebastian COATEs16 10 Juan MATA Dirk KuYT18 11 Didier dROgbA Stewart dOWNINg19 12 John ObI MIKEL Jay spEARINg20 15 Florent MALOudA Lucas LEIVA21 16 Raul MEIRELEs Danny WILsON22 17 José bOsINgWA Jamie CARRAgHER23 18 Romelu LuKAKu Pepe REINA25 19 Paulo FERREIRA Charlie AdAM26 21 Salomon KALOu Alexander dONI32 22 Ross TuRNbuLL Martin KELLY34 23 Daniel sTuRRIdgE Martin sKRTEL37 24 Gary CAHILL Jon FLANAgAN38 26 John TERRY Craig bELLAMY39 27 Sam HuTCHINsON Jack RObINsON49 34 Ryan bERTRANd HEAd HEAd LIVERpOOL 2FC v CHELsEA FC At Anfield: Liverpool 45 wins, 14 draws, Chelsea 9 wins. Overall: Liverpool 63 wins, 28 draws, Chelsea 46 wins. 1. Earlier this season Liverpool won 2-1 in the league at stamford bridge. Maxi Rodriguez opened the scoring on 33 minutes with daniel sturridge equalising on 55 minutes. glen Johnson scored the winner three minutes from time. 2. Last season Liverpool recorded their second premier League ‘double’ over Chelsea. Today they go for their third, all within the last four seasons. 3. The Reds win at stamford bridge in November meant they recorded back-to-back league wins at Chelsea for the first time since 1974-75. -
'We All Dream of a Team of Carraghers': Liverpool Supporters
LJMU Research Online Millward, P and Rookwood, J ’We All Dream of a Team of Carraghers’: Comparing the semiotics of ‘local’ and Texan Liverpool fans’ talk http://researchonline.ljmu.ac.uk/id/eprint/4673/ Article Citation (please note it is advisable to refer to the publisher’s version if you intend to cite from this work) Millward, P and Rookwood, J (2011) ’We All Dream of a Team of Carraghers’: Comparing the semiotics of ‘local’ and Texan Liverpool fans’ talk. Sport in Society, 14 (1). pp. 37-52. ISSN 1743-0445 LJMU has developed LJMU Research Online for users to access the research output of the University more effectively. Copyright © and Moral Rights for the papers on this site are retained by the individual authors and/or other copyright owners. Users may download and/or print one copy of any article(s) in LJMU Research Online to facilitate their private study or for non-commercial research. You may not engage in further distribution of the material or use it for any profit-making activities or any commercial gain. The version presented here may differ from the published version or from the version of the record. Please see the repository URL above for details on accessing the published version and note that access may require a subscription. For more information please contact [email protected] http://researchonline.ljmu.ac.uk/ ‘We All Dream of a Team of Carraghers’: Comparing ‘local’ and Texan Liverpool fans’ talk Dr. Joel Rookwood (email: [email protected]) Senior Lecturer in Sport Sociology Liverpool Hope University Liverpool L169JD UK Dr.