The Royal High School Commemoration and Prizegiving
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RANGERS FC RANGERS FC in the in the 1980S
in the The Players’ Stories The Players’ 1980s ALISTAIR AIRD ALISTAIR RANGERS FC ALISTAIR AIRD RANGERS FC in the 1980s Contents Acknowledgements 9 Introduction 11 Safe Hands: The Goalkeepers Jim Stewart (1981–1984) 21 Nicky Walker (1983–1989) 31 Case For The Defence: The Defenders Hugh Burns (1980–1987) 47 Ally Dawson (1975–1987) 62 Jimmy Nicholl (1983–1984, 1986–1989) 73 Stuart Munro (1984–1991) 87 Dave MacKinnon (1982–1986) 100 Stuart Beattie (1985–1986) 112 Colin Miller (1985–1986) 123 Richard Gough (1987–1998) 134 Dave McPherson (1977–1987, 1992–1994) 151 The Engine Room: The Midfielders Bobby Russell (1977–1987) 169 Derek Ferguson (1982–1990) 178 Ian Durrant (1982 -1998) 196 Ian Ferguson (1988–2000) 216 David Kirkwood (1987–1989) 237 Up Front: The Forwards John MacDonald (1978–1986) 249 Gordon Dalziel (1978–1984) 261 Derek Johnstone (1970–1983, 1985-1986) 271 Iain Ferguson (1984–1986) 286 Mark Walters (1987–1991) 296 Statistics 306 Index 319 SAFE HANDS THE GOALKEEPERS 19 Just Jim Jim Stewart (1981–1984) James Garvin Stewart’s football career was stuck in a rut in March 1981 Aged 27 he was languishing in the Middlesbrough reserve team, his two caps for Scotland in 1977 and 1979 a seemingly distant memory Enter John Greig The Rangers manager was looking for a goalkeeper to provide competition for the timeless Peter McCloy and he looked to Teesside to find one ‘I got a phone call from Davie Provan, who was on the coaching staff at Ibrox at the time, to ask me if I’d be interested in signing for Rangers,’ said Stewart ‘There was no question -
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. -
Introducing a Statistical and Geometric Approach to Visualising and Analysing Passing in Football Using R
Introducing a Statistical and Geometric approach to Visualising and Analysing Passing in Football using R Aaron Carman 180350874 Year 3 - Semester 2 1 Contents Introduction 4 Data Sourcing 4 Availability of Football Data . .4 How to work with StatsBomb data . .4 Installing packages . .4 Pulling in StatsBomb data . .5 What data is included? . .5 Pass Maps 8 Creating a Pass Map in R . .8 Pass Map code for individuals . .9 Interpreting Pass Maps . 10 Liverpool Pass Map . 10 Liverpool and Tottenham Shot Maps . 11 Pass Maps for Individuals Liverpool Players . 12 Comparing Pass Maps with discrete data . 13 Table of Passing Frequency . 13 Barplots of discrete passing data . 14 Pass Flow Graphs 16 Creating a Pass Flow Graph in R . 16 Preparing the data . 16 Plotting the graph . 18 Interpreting Pass Flow Graphs . 19 Liverpool Pass Flow Graph . 19 Pass Flow Graphs for Individual Liverpool Players . 20 Passing Networks 22 What are Passing Networks? . 22 Creating Passing Networks . 22 Interpreting Passing Networks . 25 Liverpool Passing Network . 25 Barcelona Passing Networks vs Manchester United . 26 Manchester United Passing Network vs Barcelona . 27 2 A Geometric Approach 28 Introducing Voronoi diagrams . 28 What are Voronoi diagrams? . 28 How do Voronoi diagrams relate to football? . 28 Voronoi diagrams of generated examples using Euclidean distance . 29 Creating the Voronoi diagrams . 29 Comparing formations using Voronoi diagrams . 30 Snapshots of Voronoi diagrams from real game situations . 35 Tanguy Ndombele’s goal vs Sheffield . 35 Discussions and Conclusions 37 A Note Regarding References 38 Bibliography 38 3 Introduction In football, the analysis of data is more prevalent than ever. -
Leeds Stall Man City's Title March
Established 1961 Sport SUNDAY, APRIL 11, 2021 Leeds stall Man City’s title march Dallas double sees 10-man Whites shock City • Last-gasp Liverpool up to fourth LONDON: Manchester City’s march to rooted to the spot as it rebounded in off the Premier League title stalled yesterday the post. Moments later, Leeds defender as 10-man Leeds beat the runaway lead- Liam Cooper was dismissed for a foul on ers 2-1, while Liverpool climbed into Gabriel Jesus. fourth place after Trent Alexander- Referee Andre Marriner initially Arnold’s late strike sealed a 2-1 win booked Cooper after he caught the against Aston Villa. City are counting Brazilian on the knee, but changed his down to their third title in four seasons, decision to a red card after reviewing the but Stuart Dallas’s stoppage-time strike incident on the pitchside monitor. City leaves them still needing 11 points from equalized in the 76th minute when their last six games to clinch the crown. Bernardo Silva flicked the ball into the Their first defeat in seven matches in path of Ferran Torres and the Spaniard all competitions came after Pep clipped his shot past Illan Meslier. Guardiola made seven changes following But in the first minute of stoppage their midweek Champions League quar- time, City were caught by brilliant Leeds ter-final first-leg win over Borussia counter. Dallas raced onto a fine through Dortmund. With Kevin De Bruyne on the ball from Ezgjan Alioski and guided a cool bench at the Etihad Stadium, City were finish past Ederson. -
Hampden Park - Scotland’S National Stadium Sunday, 30Th October 2016
Hampden Park - Scotland’s National Stadium Sunday, 30th October 2016 SUPPORTED BY Another great night at Hampden Park The List of Inductees Once again, Scotland’s National Stadium plays host to the Scottish Football Hall of Fame The inaugural Scottish Football Hall of Fame Dinner in 2004 saw twenty greats of the Scottish game Annual Inductees Dinner. In what promises to be another great evening, guests will see inducted in the Hall of Fame. Since then, there have been over seventy additions to this select band. several new inductees into the Hall of Fame. The evening’s proceedings will be followed 2004 2005 2007 BERTIE AULD 2013 ALAN MORTON WILLIE BAULD PAUL LAMBERT ALAN ROUGH by a tribute to one of Scotland’s true footballing greats. WILLIE WOODBURN ALEX McLEISH ERIC CALDOW JIMMY DELANEY MARTIN BUCHAN JIM BAXTER BOBBY LENNOX JIMMY COWAN MAURICE JOHNSTON EDDIE GRAY Since its inauguration in 2004 over 90 greats of our Sir ALEX FERGUSON ALEX JAMES ALAN HANSEN TOMMY DOCHERTY GRAEME SOUNESS national game have been inducted into the Scottish CHARLES CAMPBELL ALLY McCOIST 2010 SCOT SYMON JOHN GREIG Football Hall of Fame. Who will be joining such GEORGE YOUNG ROSE REILLY CRAIG BROWN BOBBY WALKER JOCK STEIN legendary characters as Denis Law, Kenny Dalglish, JIM McLEAN WALTER SMITH ANDY GORAM BILL SHANKLY Rose Reilly - the fi rst woman to be inducted - and JOE JORDAN GORDON STRACHAN PAUL McSTAY 2014 BILLY McNEILL DAVID NAREY international superstars Henrik Larsson and Brian JOHN WHITE EDDIE TURNBULL PETER LORIMER JIMMY McGRORY LAWRIE REILLY TOM ‘Tiny’ WHARTON DAVIE WILSON Laudrup? DANNY McGRAIN WILLIE WADDELL 2008 BOBBY JOHNSTONE CHARLIE NICHOLAS BOBBY MURDOCH JOHN THOMSON BILL BROWN This year promises to be yet another memorable JIMMY JOHNSTONE 2006 BILL STRUTH 2011 McCRAE’S occasion. -
Directory for the City of Aberdeen
ABERDEEN CITY LIBRARIES Digitized by the Internet Archive in 2011 with funding from National Library of Scotland http://www.archive.org/details/directoryforcity185556uns mxUij €i% of ^krtimt \ 1855-56. TO WHICH tS AI)DEI< [THE NAMES OF THE PRINCIPAL INHABITAxnTs OLD ABERDEEN AND WOODSIDE. %httim : WILLIAM BENNETT, PRINTER, 42, Castle Street. 185 : <t A 2 8S. CONTENTS. PAGE. Kalendar for 1855-56 . 5 Agents.for Insurance Companies . 6 Section I.-- Municipal Institutions 9 Establishments 12 ,, II. — Commercial ,, III. — Revenue Department 24 . 42 ,, IV.—Legal Department Department ,, V.—Ecclesiastical 47 „ VI. — Educational Department . 49 „ VII.— Miscellaneous Registration of Births, Death?, and Marri 51 Billeting of Soldiers .... 51: The Northern Club .... Aberdeenshire Horticultural Society . Police Officers, &c Conveyances from Aberdeen Stamp Duties Aberdeen Shipping General Directory of the Inhabitants of the City of Aberd 1 Streets, Squares, Lanes, Courts, &c 124 Trades, Professions, &c 1.97 Cottages, Mansions, and Places in the Suburbs Append ix i Old Aberdeen x Woodside BANK HOLIDAYS. Prince Albert's Birthday, . Aug. 26 New Year's Day, Jan 1 | Friday, Prince of Birthday, Nov. 9 Good April 6 | Wales' Queen's Birthday, . Christmas Day, . Dec. 25 May 24 | Queen's Coronation, June 28 And the Sacramental Fasts. When a Holiday falls on a Sunday, the Monday following is leapt, AGENTS FOR INSURANCE COMPANIES. OFFICES. AGENTS Aberd. Mutual Assurance & Fiieudly Society Alexander Yeats, 47 Schoolhill Do Marine Insurance Association R. Connon, 58 Marischal Street Accidental Death Insurance Co.~~.~~., , A Masson, 4 Queen Street Insurance Age Co,^.^,^.^.—.^,.M, . Alex. Hunter, 61 St. Nicholas Street Agriculturist Cattle Insurance Co.-~,.,„..,,„ . A. -
Activity Worksheets Week 8 4+6=?
ACTIVITY WORKSHEETS WEEK 8 4+6=? ? ÷ = The Rangers Charity Foundation is delighted to bring you weekly workbooks, bursting with activities to help keep children’s minds active in a fun way, whilst we are all staying at home and staying safe. Print me out or mark me up on your device, if you can. Or email 1. Wordsearch [email protected] and we’ll post you a copy! Can you find the surnames of these 10 Rangers managers in our wordsearch? BILL STRUTH R G N L E C C T G C O T S A STEVEN GERRARD H E M I M H U L I R C R C I WALTER SMITH L R C G W A A W S O E A R D ALEX MCLEISH A R L R A W S M I T H I L H GRAEME SOUNESS I A E U L N S W E O I M G V JOHN GREIG H R I E L D T M A N R A A I SCOTT SYMON I D S I A D R S D D E D I E JOCK WALLACE N O H W C A U E M S D I C H DICK ADVOCAAT WILLIE WADDELL R H E L E R T O O S S E D M L A S G A R H A W A Y E L S D A D V O C A A T H E S M L M N S S O U N E S S S H A C A S Y M O N N C T R A D G T E T D R H A H O S C M S S T 2. -
Player Chemistry: Striving for a Perfectly Balanced Soccer Team
Player Chemistry: Striving for a Perfectly Balanced Soccer Team 1 1,2 Lotte Bransen ‒ Jan Van Haaren 1 2 S ciSports, The Netherlands ‒ K U Leuven, Belgium {l.bransen, j.vanhaaren}@scisports.com 1. Introduction In the dying hours of the 2010/2011 winter transfer window, Liverpool signed Andy Carroll from Newcastle United. Although The Reds had to break their transfer record, Carroll never met the expectations. The forward, who had scored 11 goals in 19 matches for The Magpies in the first half of the season, managed just 6 goals from 44 appearances for Liverpool. The then-22-year-old Carroll is a tall target man thriving from crosses, but Liverpool did not play that way and also did not have the appropriate players in their squad to accommodate his preferred playing style. In contrast, the more mobile Luis Suárez, who was signed on the same day and gelled much better with the players surrounding him on the pitch, scored 69 goals in 110 matches for Liverpool. Although this example illustrates the importance of chemistry among players, recruitment departments at soccer clubs still largely ignore this aspect in their evaluation of potential signings. Typically, scouts solely focus on the individual qualities of potential signings and do not account for the team balance and team chemistry in their judgments on the players. On one hand, assessing the potential chemistry with the players who are already on their team is hard by watching a limited number of matches either on tape or live in the stadium. On the other hand, existing soccer analytics tools that can process large volumes of match data mostly focus on evaluating the individual performances of players. -
BOBBY BROWN a Life in Football, from Goals to the Dugout
BOBBY BROWN A Life in Football, From Goals to the Dugout Jack Davidson Contents Foreword 9 1. Wembley 1967 11 2 Early Days and Queen’s Park 41 3. Jordanhill College and War; International Debut 59 4. Post War and Queen’s Park 85 5. First Year at Rangers 94 6. Rangers 1947–52 110 7. Final Years as a Player 126 8. St Johnstone Manager 142 9. Scotland Manager – Early Days and World Tour 161 10. The Quest for Mexico 1970 185 11. Final Years as Scotland Manager 214 12 Family Life and Business Career 235 13. Full Time 246 Chapter 1 Wembley 1967 S dream starts to new jobs go, even Carlsberg would have struggled to improve on Bobby Brown’s. Appointed A Scotland team manager only two months earlier, on 11 April 1967 he oversaw his team beating England, then reigning world champions, at Wembley, English football’s impressive and emblematic stadium. It was his first full international in charge and England’s first loss in 20 games. To defeat the world champions, Scotland’s most intense and enduring rivals, in these circumstances was an outstanding achievement, like winning the Grand National on your debut ride or running a four-minute mile in your first race. The date is enshrined in Scottish football history as one of its most memorable days. In fans’ folklore, it was the day when Scotland became ‘unofficial world champions’ by knocking England off their throne – and what could be sweeter for a Scottish fan? As Brown said, in his understated way at the time, ‘It was a fairly daunting task for your first game in charge. -
FC Porto Competition: Champions League Independent Mail Publico
Date: 14 February 2018 Times Telegraph Echo February 14 2018 Guardian Mirror BBC Opposition: FC Porto Competition: Champions League Independent Mail Publico names whose creativity is usually highlighted. Klopp will also have been delighted by watching the confidence return to Mané's game, and the striker completed the Mané hat-trick lands knockout blow for Klopp rout by battering home a shot from 20 yards to take his tally for the campaign to 12. Indeed, the hardest Liverpool had to work all night was after the final whistle. Porto 0 Liverpool 5 Mané 25, 53, 85, Salah 29, Firmino 70 Robertson walked 40 yards to retrieve the match ball from the side of the pitch After the dust had settled, the statement had been made and notice had been for Mané, who had to brush off an over-zealous security guard to claim his prize. served on the rest of Europe, Jürgen Klopp went through his team from back to Porto (4-2-3-1): José Sá 5 — Ricardo 6, I Marcano 5, D Reyes 5, A Telles 6 — H front, extolling the collective virtues that had allowed Liverpool to all but reach Herrera 5, S Oliveira 5 — M Marega 6, Otávio 5 (sub: J Corona 46min), Y Brahimi 6 the quarterfinals of the Champions League. (sub: M Waris 62) — F Soares 6 (sub: G Paciência 74). The mistake, as understandable as it may be, would be to focus solely on the Substitutes not used I Casillas, Maxi Pereira, Osorio. Liverpool (4-3-3): L Karius 7 attack, yet this was an accomplished team display, the kind of which should allow — T Alexander-Arnold 7 (sub: J Gomez 79), D Lovren 7, V Van Dijk 8, A Robertson them to dare to dream. -
FULL VOTES on P36 &
BEST PLAYERS 2020 FULL VOTES On P36 & P42 Football’s glitziest individual award has been scrapped this year – but it won’t stop FFT crowning our own king and queen of a mad 2020. With votes from 128 journalists in 102 countries, we discover who’s been robbed... Words Mark White, Ed McCambridge, Joe Brewin, Jeff Kassouf BEST PLAYERS 2020 BEST PLAYERS 2020 AnGEL DI MARIA BRUnO FERnAnDES PSG | Argentina | 0 PTS Manchester United | Portugal | 10 PTS Alas, the only man with zero votes – but his United’s 2019-20 had two parts: before and place on our 30-strong shortlist recognises after Bruno. Prior to his late-January arrival, a fine year for the ex-Manchester United flop. the Reds sat 14 points behind third-placed While Neymar and Kylian Mbappe hogged Leicester, chasing a lost cause. But then came the spotlights, Di Maria kept busy conducting the fightback: eight goals and seven assists the orchestra. The 32-year-old’s outstanding for their catalytic recruit, sealing an unlikely vision cut through defences as PSG reached 10 Champions League place. The 26-year-old is a first Champions League final, while his 14 already talismanic at Old Trafford, marrying Ligue 1 assists last term were twice as many POINTS his stunning ability on the ball with a fierce as any other footballer in France’s top flight. desire to drag team-mates along with him. JORDAn HEnDERSOn KARIM BEnZEMA Liverpool | England | 1 PT Real Madrid | France | 11 PTS It’s easy to point out Henderson’s leadership Benzema, the narrative claimed, was nothing skills as the reason why he’s one of the first more than a magician’s assistant. -
2020/21 Fantasy Premier League Preseason Guide
2020/21 Fantasy Premier League Preseason Guide Across the Pond FPL 2019/20 PREMIER LEAGUE TABLE Club GP W T L Pts Diff GF GA 1 Liverpool 38 32 3 3 99 +52 85 33 2 Manchester City 38 26 3 9 81 +67 102 35 3 Manchester United 38 18 12 8 66 +30 66 36 4 Chelsea 38 20 6 12 66 +15 69 54 5 Leicester City 38 18 8 12 62 +26 67 41 6 Tottenham Hotspur 38 16 11 11 59 +14 61 47 7 Wolverhampton Wanderers 38 15 14 9 59 +11 51 40 8 Arsenal 38 14 14 10 56 +8 56 48 9 Sheffield United 38 14 12 12 54 0 39 39 10 Burnley 38 15 9 14 54 -7 43 50 11 Southampton 38 15 7 16 52 -9 51 60 12 Everton 38 13 10 15 49 -12 44 56 13 Newcastle United 38 11 11 16 44 -20 38 58 14 Crystal Palace 38 11 10 17 43 -19 31 50 15 Brighton and Hove Albion 38 9 14 15 41 -15 39 54 16 West Ham United 38 10 9 19 39 -13 49 62 17 Aston Villa 38 9 8 21 35 -26 41 67 18 Bournemouth (Relegated) 38 9 7 22 34 -25 40 65 19 Watford (Relegated) 38 8 10 20 34 -28 36 64 20 Norwich City (Relegated) 38 5 6 27 49 26 75 21 Champions League Clubs Europa League Clubs PROMOTED CHAMPIONSHIP CLUBS Club GP W T L Pts Diff GF GA 1 Leeds United 46 28 9 9 93 +42 77 35 West Bromwich and Hove 2 46 22 17 7 83 +32 77 45 Albion 3 Fulham 46 23 12 11 81 +16 64 48 2019/20 Premier League Stat Leaders Assist Key Rank Player Goals Rank Player Rank Player s Passes 1 Jamie Vardy, LEI 23 1 Kevin De Bruyne, MCI 20 1 Kevin De Bruyne, MCI 136 2 Pierre-Emerick Aubameyang, ARS 22 2 Trent Alexander-Arnold, LIV 13 2 Jack Grealish, AVL 91 2 Danny Ings, SOU 22 3 Andrew Robertson, LIV 12 3 Trent Alexander-Arnold, LIV 87 4 Raheem Sterling,