Klopp: We Are Magic, This Isn’T Over
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Learning to Löw Again
22 The German Times – Life April 2019 field. Toward the end of the tournament, it was to follow his will. And when he dared to venture BY THOMAS KISTNER easy to see that these two stalwarts were com- into the strategic arena with his own ideas, he often pletely overwhelmed, with each player committing fell flat on his face. Even worse than his outing at oachim Löw got his act together just in again Löw to Learning a bizarre and obvious handball in his own penalty the European Championship in France in 2016 time. After balking and bristling at calls for Cup in Russia, at the 2018 Soccer World early exit Germany’s After area. In the quarterfinals, Italy took advantage was the previous European Championship in 2012 Jchange, he’s finally put the German national of Boateng’s lapse to knot the game at 1 with a in Poland/Ukraine, where Löw chose the wrong soccer team on a different track. Whether this penalty kick. Luckily for the DFB team, they were players and coached the team so hopelessly into proves effective has yet to be seen, but at least able to go on to win that match on penalties. When the ground during the semifinal against Italy that head coach Joachim Löw finally realized it was time to build a new team they got off to a good start with a convincing Schweinsteiger deliberately had a handball in the their defeat was already secured at the halftime 3:2 win at the European Championship quali- semifinal against France, however, they weren’t break. -
Je Höher Man Gejubelt Wird, Desto Tiefer Kann Man Fallen«
S P O R T »Je höher man gejubelt wird, desto tiefer kann man fallen« SPIEGEL-GESPRÄCH Nationalspieler Toni Kroos, 31, über Stärken und Schwächen der Nationalmannschaft und warum er selbst nach großen Siegen nicht ausgelassen feiern mag SPIEGEL: Herr Kroos, Sie haben ge- wichtig wird sein, es als Mannschaft Kroos: Und andere bewundern mich rade eine Covid-19-Erkrankung über- hinzubekommen. Wir wollen das ent- für meine Gelassenheit. Natürlich standen. Hatten Sie die Sorge, die täuschende WM-Turnier 2018 verges- habe ich als Fußballer eine große Europa meisterschaft müsse diesmal sen machen. Wir wissen, dass das Motivation, zu gewinnen. Immer. ohne Sie stattfinden? eine schwierige Aufgabe ist. Aber ich bin eben nicht der Typ, der Kroos: Eigentlich nicht. Ich hatte zu- SPIEGEL: Bundestrainer Joachim auf dem Platz die Emotionen rauslas- nächst gar keine Symptome. Dann Löw will die Defensive stärken und sen muss. Mein Fußball basiert da- bekam ich Fieber, fühlte mich ein so zum Erfolg kommen. Ist das die rauf, alles ein bisschen strategischer paar Tage lang schlapp. Aber das richtige Variante? zu sehen, die Entscheidungen auf kann daran gelegen haben, dass ich Kroos: Er hat aber im gleichen Atem- dem Platz ein bisschen rationaler zu mich nicht wirklich ausgeruht habe, zug auch gesagt, dass wir offensiv treffen. weil auch meine Frau und meine Kin- stark sein müssen. Es muss immer SPIEGEL: Sind Sie auch vor großen der Corona hatten. Da rückt der ei- eine vernünftige Balance da sein, das Finalspielen nicht nervös? gene Zustand in den Hintergrund. Ich haben erfolgreiche Teams immer ge- Kroos: Nein, wirklich nicht. -
RIGHT BACK CHALLENGE CARDS MULTIPLICATION and DIVISION Multiplication and Division 1A) How Many UEFA Champions League Football Players Are Shown Here?
Th e N ard um s C bers riker Game: Subtraction St THE NUMBERS GAME: RIGHT BACK CHALLENGE CARDS MULTIPLICATION AND DIVISION Multiplication and Division 1a) How many UEFA Champions League football players are shown here? There are players. 1b) How many UEFA Champions League football players are shown here? There are players. 2a) Each team has bags of footballs to use for training. Each bag has 5 footballs in it. How many balls do Liverpool FC have? 2b) Each team has bags of footballs to use for training. Each bag has 5 footballs in it. How many balls do FC Bayern München have? 2c) Each team has bags of footballs to use for training. Each bag has 5 footballs in it. Club Atlético de Madrid need 50 footballs. How many bags should they buy? 3a) César Azpilicueta plays 7 games in 1 season. Multiply my games played by 2. He plays the same number of games each season. How many games will he have played in 2 seasons? 3b) Multiply my games played Benjamin Pavard plays 5 games in 1 season. by 3. He plays the same number of games each season. How many games will he have played in 3 seasons? Multiplication and Division 4a) 4c) Scoring 3 goals in one match is called a hat- Trent Alexander-Arnold made 8 successful trick. Benjamin Pavard scored 6 hat-tricks. crosses every game for 6 games. How many goals did he score altogether? How many successful crosses did he make altogether? 4b) César Azpilicueta made 4 assists per game for 7 games. -
Who Can Replace Xavi? a Passing Motif Analysis of Football Players
Who can replace Xavi? A passing motif analysis of football players. Javier Lopez´ Pena˜ ∗ Raul´ Sanchez´ Navarro y Abstract level of passing sequences distributions (cf [6,9,13]), by studying passing networks [3, 4, 8], or from a dy- Traditionally, most of football statistical and media namic perspective studying game flow [2], or pass- coverage has been focused almost exclusively on goals ing flow motifs at the team level [5], where passing and (ocassionally) shots. However, most of the dura- flow motifs (developed following [10]) were satis- tion of a football game is spent away from the boxes, factorily proven by Gyarmati, Kwak and Rodr´ıguez passing the ball around. The way teams pass the to set appart passing style from football teams from ball around is the most characteristic measurement of randomized networks. what a team’s “unique style” is. In the present work In the present work we ellaborate on [5] by ex- we analyse passing sequences at the player level, us- tending the flow motif analysis to a player level. We ing the different passing frequencies as a “digital fin- start by breaking down all possible 3-passes motifs gerprint” of a player’s style. The resulting numbers into all the different variations resulting from labelling provide an adequate feature set which can be used a distinguished node in the motif, resulting on a to- in order to construct a measure of similarity between tal of 15 different 3-passes motifs at the player level players. Armed with such a similarity tool, one can (stemming from the 5 motifs for teams). -
Previsível E Sonolenta, Seleção Brasileira Joga Mal, Mas Vence A
n site: odia.com.br n e-mail: [email protected] n tel.: 2222-8000 ODIA I SÁBADO, 14/11/2020 LUCAS FIGUEIREDO/CBF LUCAS 1X0 A conta do chá Previsível e sonolenta, seleção brasileira joga mal, mas vence a Venezuela, graças a um gol de Roberto Firmino, para manter os 100% de aproveitamento e a liderança das Eliminatórias para a Copa do Mundo. P. 4 e 5 2 ATAQUE SÁBADO, 14.11.2020 I O DIA Botafogo om 19 rodadas para mu- dar o próprio destino no CCampeonato Brasileiro, o Botafogo, 17º colocado, com 20 pontos, deposita toda a con- fiança de redenção e de ‘exor- Gatito Fer- cismo’ ao fantasma da Série B nández pegou no trabalho de Ramón Díaz. três jogos de Emprestado pelo Atlético-MG até o fim do Carioca de 2021, o suspensão e volante Zé Welison teve a chan- foi condenado ce de vivenciar a experiência a pagar multa de ser dirigido pelo argenti- de R$ 26,6 mil no Jorge Sampaoli e crê, pela pelo chute no experiência e nível de exigên- cia do compatriota dele, que o aparelho do Glorioso estará em boas mãos. VAR após a “É um prazer receber esses derrota para o caras com experiência grande Inter no futebol, vêm trazendo novo trabalho ao Botafogo, estamos procurando absorver o mais rápido possível para colocar em prática, mesmo em poucos dias de trabalho. Procuramos evoluir a cada dia”, disse José Welison à ‘Botafogo TV’. Dono do recorde de empates no Brasileiro, 11 em 19 jogos, o Alvinegro tem consciência da responsabilidade no confron- to com o Red Bull Bragantino, concorrente direto na inglória batalha contra o rebaixamento nesta segunda-feira, no Nilton Santos. -
Liverpool FC in a Historic Season – Telling the Story with Intel® True View
Liverpool FC in a Historic Season – Telling the Story with Intel® True View HISTORIC MILESTONES Liverpool Football Club Founded: June 3rd, 1892 Notable Athletes: Mohamed Salah, Sadio Mané, Roberto Firmino Highlight: Liverpool FC is one of the world’s most successful football clubs with 47 major first-team honors. The 2019-2020 season strengthened LFC’s historical performance on the PARTNERSHIP BRINGS UNPARALLED ON-THE-PITCH VIEWS TO FANS pitch. Fans can now get a new perspective on season-defining moments from anywhere on the pitch through a partnership between Liverpool Football Club (LFC) and Intel® Intel® True View 2 Sports. As the most engaged social audience in the English Premier League (EPL) , Partnerships: Intel True View LFC’s global fanbase acts as a catalyst that drives the club to enhance and modernize partnered with LFC in 2019 to platform offerings. Immersive media experiences, powered by Intel® True View, bring develop brand new fan experiences. these fans closer to the action through unique and engaging content. Highlight: Intel Sports is developing Intel True View is Intel Sports' volumetric video technology for data capture, innovative, immersive technologies processing, and production. This new media format enables infinite storytelling from in partnership with leagues and one capture. Aligning LFC with leading-edge technology strengthens the club’s ability teams to provide unprecedented to cut through a congested match-day landscape and generate never-seen-before personalized viewing choices and 3 content for the club’s global audience of 83M social followers and beyond. control. Despite the passionate global fanbase, LFC estimates only a small percentage of global fans will ever attend a live match at Anfield. -
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. -
Download 2021 TVEE Intermediate Level Results
2021 RESULTS: TECHNICAL AND VOCATIONAL EDUCATION EXAMINATION - INTERMEDIATE LEVEL (2) TAKWE DESMOND ABONGWA Centre No: 22005 BAMENDA EXTERNAL BCD-C,CPB-B,CTZ-C,EGE-B,ENL-C,FRE-C,MAT-C,SSM -C Regist: 154, Sat for 5 or more Subjects: 120, Passed : 58 (3) NWENTUMNDZE AMOS MBOJOH % Passed : 48.33, Sanctioned : 3 BCD-B,CPB-A,ESC-C,LG-B,MAT-C,SSM-C Results of Successful Candidates In Order Of Merit (4) NGOMBA MARVIN SHANYUI BCD-C,CPB-B,EGE-C,MAT-C,REL-C,SSM-C Passed In Accounting Specialty: 18 (5) MUNANG EDWIN NAH BCD-C,CPB-B,ESC-C,LG-C,MAT-C,SSM-C (1) LUM NDONWI MARIE-ASUMPTA (6) NGWAINBI DIRAN NKWAIN BMA-C,COM-B,ECO-A,EGE-B,ENL-B,ENT-B,FRE-C,IFA- BCD-B,CPB-A,EGE-C,ENL-C,ESC-C B,MAT-C,OFA-B,OFR-B (7) NJIBAMUM NEBA MANUS (2) TABAH BELINDA KIYGAYONG BCD-B,CPB-B,EGE-C,ESC-C,LG-C BMA-B,COM-B,ECO-A,ENL-B,ENT-B,IFA-B,LG-B,MAT-C ,OFA-B,OFR-C Passed In Electrical Power System Specialty: 7 (3) TANGWA MELDRETTE MAINIMO (1) CHRISTIAN CHUYE BASHIE BMA-B,COM-C,ECO-B,ENL-C,ENT-C,ICT-C,IFA-B,MAT- EDR-C,EEC-A,EME-A,ENL-C,ESC-C,ETD-A,MAT-C C,OFA-B,OFR-C (2) ASHANUI ADRIAN NCHINI (4) NSAKOR GODLOVE FASSIN EEC-B,EME-B,ENL-C,ESC-C,ETD-A,FRE-B BMA-A,COM-A,ECO-A,ENL-B,ENT-B,IFA-A,MAT-A,OFA- (3) SHEY RODRICK BIGI A,OFR-A LTS EDR-C,EEC-B,EME-B,ENL-C,ETD-A,QHS-C (5) MBI HOSTENSIA (4) MBANWEI TERAH MBAH BMA-B,COM-B,ECO-B,ENL-B,ENT-C,IFA-B,MAT-C,OFA- CSC-C,EDR-C,EME-C,ENL-B,ESC-C,ETD-A A,OFR-A (5) SOMBONG RODRICK (6) MBONG MUMA HORTANCE EDR-C,EME-C,ENL-C,ESC-C,ETD-A,FRE-C BMA-C,COM-B,ECO-B,ENL-C,ENT-C,FRE-C,IFA-C,MAT- (6) FOUFIER WAGNER NGOFOR C,OFA-B EDR-C,EEC-A,ESC-C,ETD-B,FRE-C -
Brilliant Brazil Sizzle to First Copa Title in Over 10 Years
14 Tuesday, July 9, 2019 Sports Quick read PSG to take action Brilliant Brazil sizzle to first after Neymar skips training FRENCH champions Paris Saint- Germain have said they will take action against Neymar after the Copa title in over 10 years Brazilian forward failed to report for training on Monday. The 27-year-old is a reported target for Barcelona, whose President Josep Maria Bartomeu said last week that Neymar wanted to leave the Ligue 1 side to return to Spain, but that PSG were reluctant to sell him. Neymar joined PSG from Barcelona for a world record 222 million euros in 2017. “On Monday, July 8, Neymar was due to return to pre-season activities with the Paris St Ger- main senior squad,” PSG said in a statement on their website. “Paris St Germain notes that Neymar was not in attendance at the agreed time and place. This was without the club’s prior au- Peru’s fans react in Lima after their team lost the Copa America thorisation. The club regrets this final. Ten-man Brazil held on to win on home soil despite Gabriel situation and will therefore take Jesus’s dismissal during their 3-1 victory over Peru. (AFP) appropriate action.” (REUTERS) Peru pushed forward in the first for coach Tite, who took second half and were thrown a charge three years ago. Brazil coach Tite lifeline with 20 minutes remain- They also did it without slams Messi after ing when Jesus was sent off. Neymar, who was injured on ‘corruption’ claims He had been felled by Car- the eve of the tournament. -
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. -
Messi Leading Barca Revival, but PSG Reminder of What Could Await Barca Face Leo’S Potential Suitors in Champions League Last 16
Established 1961 15 Tuesday, February 16, 2021 Sports Messi leading Barca revival, but PSG reminder of what could await Barca face Leo’s potential suitors in Champions League last 16 MADRID: Lionel Messi put his arm around Ilaix ments but been improved in spite of them. Moriba, the 18-year-old born in the same year Messi made his Barcelona debut and who was now Barcelona stabilized being given his own chance to play for the club’s When Messi explained to goal.com why he first team. Ilaix had just set up the opening goal wanted to go last summer, he reiterated his desire against Alaves on Saturday when he was congratu- for a “winning project” but also said he “wanted to lated by his 33-year-old captain, whose task it is live my last years in football happily”. He admitted tonight to lead this youthful Barca to an unfancied how hard it was to tell his family they were leaving. victory against Paris Saint-Germain in the For the first few weeks of the season, he seemed Champions League last 16. distracted, like a player giving his all while simulta- From nurturing the next generation of Barcelona neously wishing he was somewhere else. talents to confronting one of Europe’s richest, most Yet Barcelona stabilized under Koeman — nev- ambitious clubs, the fork in the road for Messi’s er perfect and always far from the finished article future is becoming clear. PSG may not be Messi’s — but with a renewed sense of purpose emerging. preferred choice this summer, especially if Koeman has enabled struggling players to flourish Manchester City decide the Argentinian is the final and promising youngsters to shine.