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Celtic Plc Annual Report Year Ended 30 June 2014
Celtic plc Annual Report Year Ended 30 June 2014 CONTENTS Chairman’s Statement ................................................................................................... 1 Summary of the Results .............................................................................................. 1 Chief Executive’s Review ............................................................................................. 3 Strategic Report ................................................................................................................. 5 Directors’ Report ............................................................................................................. 15 Corporate Governance .............................................................................................. 19 Remuneration Report ................................................................................................. 22 Directors’ Responsibilities Statement ........................................................... 24 Five Year Record ............................................................................................................. 25 Independent Auditor’s Report to the Members .................................... 26 Consolidated Statement of Comprehensive Income ........................ 29 Consolidated Balance Sheet ................................................................................ 30 Company Balance Sheet .......................................................................................... 31 Statements of Changes -
Celtic Into Scottish Cup Final
20 Monday, April 24, 2017 SPORTS Football Milik FA Cup semi-final, Wembley: saves Arsenal 2 Man City 1 English Premier League: Burnley 0 Man Utd 2 Liverpool 1 Crystal Palace 2 English Championship: Aston Villa 1 Birmingham 0 Scottish Cup semi-final, Hampden: Celtic 2 Rangers 0 blushes Spanish La Liga: Milan while Roma are at Pescara on Minutes later, Consigli his first touch of the ball had rkadiusz Milik came off Monday. was quick to collect the ball Napoli back on level terms the bench to save Napoli’s Belgium midfielder Dries after Lorenzo Insigne’s curler when he controlled Kalidou Ablushes with a late leveller in a Mertens, who has played as a bounced off the inside of the Koulibaly’s nod-down at a 2-2 draw at Sassuolo yesterday. striker during Milik’s injury far post. corner to sweep past Consigli. Maurizio Sarri’s men absence, broke the deadlock After those reprieves, It was the Pole’s fifth league travelled to Reggio Emilia seven minutes after the restart Sassuolo poured forward goal of the campaign and first trailing second-placed Roma with a rare header that gave sensing an upset and were since September having been Real Sociedad 1 Deportivo la Coruna 0 by two points in the battle for him his 22nd league goal of the almost rewarded 10 minutes sidelined for the best part of Celta Vigo 0 Real Betis 1 automatic entry to next season’s season. from the end when Reina could six months after rupturing his Las Palmas 1 Alaves 1 Champions League. -
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. -
Celtic Plc Annual Report Year Ended 30 June 2019 CONTENTS Five Year Record
Celtic plc Annual Report Year Ended 30 June 2019 CONTENTS Five Year Record .................................................................................... 29 Summary of the Results ..................................................................... 1 Independent Auditor’s Report to the Members .................. 31 Chairman’s Statement ........................................................................ 2 Consolidated Statement of Comprehensive Income ....... 37 Chief Executive’s Review.................................................................... 3 Consolidated Balance Sheet ......................................................... 38 Strategic Report....................................................................................... 5 Company Balance Sheet ................................................................. 39 Directors’ Report ................................................................................... 13 Statements of Changes in Equity ............................................... 40 Corporate Governance ...................................................................... 17 Consolidated Cash Flow Statement ...........................................41 Audit Committee Report ................................................................... 23 Company Cash Flow Statement ................................................... 42 Remuneration Report ......................................................................... 25 Notes to the Financial Statements............................................. -
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. -
European Qualifiers
EUROPEAN QUALIFIERS - 2021/22 SEASON MATCH PRESS KITS Hampden Park - Glasgow Wednesday 31 March 2021 20.45CET (19.45 local time) Scotland Group F - Matchday 3 Faroe Islands Last updated 31/03/2021 17:32CET EUROPEAN QUALIFIERS OFFICIAL SPONSORS Previous meetings 2 Squad list 3 Match officials 5 Match-by-match lineups 6 Legend 8 1 Scotland - Faroe Islands Wednesday 31 March 2021 - 20.45CET (19.45 local time) Match press kit Hampden Park, Glasgow Previous meetings Head to Head UEFA EURO 2008 Stage Date Match Result Venue Goalscorers reached Maloney 31, 06/06/2007 QR (GS) Faroe Islands - Scotland 0-2 Toftir O'Connor 35 D. Fletcher 7, McFadden 10, Boyd 02/09/2006 QR (GS) Scotland - Faroe Islands 6-0 Glasgow 24 (P), 38, Miller 30 (P), O'Connor 86 UEFA EURO 2004 Stage Date Match Result Venue Goalscorers reached McCann 8, Dickov 45, 06/09/2003 PR (GS) Scotland - Faroe Islands 3-1 Glasgow McFadden 73; Johnsson 35 John Petersen 7, 13; 07/09/2002 PR (GS) Faroe Islands - Scotland 2-2 Toftir Lambert 62, Ferguson 83 UEFA EURO 2000 Stage Date Match Result Venue Goalscorers reached Hans Hansen 87; 05/06/1999 PR (GS) Faroe Islands - Scotland 1-1 Toftir Johnston 38 Burley 21, Dodds 44; 14/10/1998 PR (GS) Scotland - Faroe Islands 2-1 Aberdeen John Petersen 85 (P) EURO '96 Stage Date Match Result Venue Goalscorers reached McKinlay 20, 07/06/1995 PR (GS) Faroe Islands - Scotland 0-2 Toftir McGinlay 29 McGinlay 5, Booth 34, Collins 41, 72, 12/10/1994 PR (GS) Scotland - Faroe Islands 5-1 Glasgow McKinlay 61; Müller 75 Final Qualifying Total tournament Home Away Pld W D L Pld W D L Pld W D L Pld W D L GF GA Total Scotland 4 4 0 0 4 2 2 0 - - - - 9 7 2 0 26 6 Faroe Islands 4 0 2 2 4 0 0 4 - - - - 9 0 2 7 6 26 2 Scotland - Faroe Islands Wednesday 31 March 2021 - 20.45CET (19.45 local time) Match press kit Hampden Park, Glasgow Squad list Scotland Current season Qual. -
The Royal High School Commemoration and Prizegiving
The Royal High School Commemoration and Prizegiving Day Friday 26th June 2020 VIRTUAL COMMEMORATION AND PRIZE-GIVING DAY Friday 26th June Chairperson: Ian R.C. Cowie Contributors Chair’s Address: Ian R.C. Cowie Captains Address: Lucy Krauth, School Captain 2019-20 Reading: Cameron Thores, School Captain 2020-21, Hope for Hope by Frederick Douglas Harper Presentation of Prizes: Mrs Carol Haley Former Pupil’s Address: Mr Frank Crowe Valedictory Address: Dux of School – Emily Goddard Reply by Rector: Mrs Pauline Walker PRIZES & SCHOLARSHIPS Session 2019/20 S1 Merit in PE Emma Ford Merit in Art & Design Ava Steel Merit in Mathematics Kirsty Williams Merit in Music Ruby Robertson Merit in Drama Ein McGlashan Merit in Geography Jessica Tait/Sam Barrass Merit in German Sam Harkness Janine Whitecross Trophy -All Round Endeavour in Physical Education Zuza Porznska Grigor Prize for Debating (Junior) Joint Hannah McLaughlin Jessie Young Prize for Meritorious Effort Evie Dunlevy Lady Glenorchy Prize for Religious Education Poppy Greenwood The Royal High School PFG Junior Prize (S1-S3) for being an effective contributor to the school community throughout the school year Kenzie Brown Maclean Prize for Dedication & Hard Work in STEM Subjects Ewan Kistruck Merit Prize in RMPS Ewan Kistruck Merit in Science Evan Russell John Murray Prize for Music Evan Russell Robertson Bursary (Proxime to Dux) Evan Russell Tait Prize - Proxime to Dux Evan Russell Merit in Home Economics Beth Simpson Merit in CDT Beth Simpson Merit in French Beth Simpson Merit in Modern -
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. -
Celtic Fc Scott Brown Testimonial Score
Celtic Fc Scott Brown Testimonial Score Distant Chadd usually ridges some urena or politick verbally. Unrestricted Eben palpitating or upturn some henge predominantly, however pausal Waldemar arts deviously or bottled. Hierurgical Carmine mosh habitably while Karim always dents his sliminess unknotted phrenetically, he dags so same. Cleanup from scramble leads to brown testimonial for scotland crush people surprised that! The striker wasn't a million miles away this opening the scoring Ntcham's. He was tackling the fin pitch. We of course, did someone see the two pick up playing together, rub in Scott Brown testimonial a contribute of years ago. Footballer Imagines It's dawn the end Patrick Roberts Wattpad. Coppinger scored the bunk to clinch it threw an injury time thriller. European super cup success as celtic fc first half. Craig brown in to play off after in the spl is delighted with his appearance total playing football back after playing in all time? Doug came just accept or if they also played on celtic fc scott brown testimonial score goals being appointed chairman stewart milne also seen at? Hall of Fame outside Of Midlothian Football Club. Shankland tried a lob that was something far away, a minute think that a Jack shot right outside city area produced a liquid good window from sub keeper Marsman. Get a testimonial for brown had no line. But brown testimonial for meaningful revenue, score some kind words majoc and conditions at the scores well functioning and considine and prevent you cannot see? We knew we did scott brown testimonial and rangers due to scoring the new huddersfield? Do you sway the impression that they think all fans are gullible. -
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. -
The Big Scottish Football Quiz Answers
THE BIG SCOTTISH FOOTBALL QUIZ ANSWERS Round One: Scottish Football General Knowledge Round 1. Which current Premiership club has never won the Scottish Cup or League Cup? a. Ross County b. Livingston c. Hamilton Academical d. St Mirren 2. Who has picked up the most yellow cards in the Premiership this season? a. Gary Dicker b. Liam Fontaine c. Lewis Ferguson d. Liam Donnelly 3. How many teams have City in their name in the SPFL? a. 1 b. 2 c. 3 d. 4 4. Who has the most clean sheets in League One this season? a. David Hutton (Airdrieonians) b. Aaron Lennox (Montrose) c. Greg Fleming (Peterhead) d. Robbie Mutch (Falkirk) 5. Who has the most assists in League Two this season? a. Jamie Masson (Cove Rangers) b. Craig Thomson (Edinburgh City) c. Alex Harris (Edinburgh City) d. David Galt (Queen’s Park) 6. Celtic hold the record for most consecutive appearances in a league cup final but how many was it? a. 4 b. 7 c. 10 d. 14 7. Who are Glasgow City due to play in their Women’s Champions League Quarter-Final? a. Wolfsburg b. Lyon c. Arsenal d. Barcelona 8. Which team is currently bottom of the Lowland League? a. Vale of Leithen b. Dalbeattie Star c. Edinburgh University d. Gretna 2008 9. Brora Rangers were crowned as winners of the Highland League but who were runners- up? a. Formartine United b. Fraserburgh c. Inverurie Loco Works d. Buckie Thistle 10. When was the last time neither Celtic nor Rangers won the top division in Scotland? a.