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Publicado em Nov. 30, 2022

World Cup - day 9

11/30/2022 - Analysis of yesterday's games according to Artificial Intelligence


Team Ranking – Best and Worst Performances in Two Rounds


 

 

 

 

Best Ball Performance Round 2


ZAG

Maya Yoshida, ZAG Japan 

Jan Vertonghen, ZAG Belgium


LAT

Theo Hernandez, France LAT

Luke Shaw, England LAT


VOL

Axel Witsel, Belgium VOL

Frenkie de Jong, Netherlands VOL


MEI

In-beom Hwang, Korea Republic

MEI Bruno Fernandes, Portugal MEI


ATA

Salem Al Dawsari, ATA Saudi Arabia

Antoine Griezmann, ATA France









Brazil 1                                                                                                       

Switzerland 0                                                                                                       

                                                                                                                     

Brazil had 61% performance relative to a champion team and Switzerland had 50%                                                                                                         

                                                                                   

Relative intensity in the game:                                                                                                                      

        Brazil:   55%                                                                           

        Switzerland:   45%                                                                           

                                                                                                                     

Finishes:                                                                                                            

        Low number of finishes in the game, 15                                                                                     

        Brazil: had a low number of shots compared to a champion team. The drive to goal rate was 50%, which is a good rate.           

        Switzerland: had a low number of shots compared to a champion team. Goal drive rate was 0% which is a very bad rate    

                                              

                                                                                                                     

tackles                                                                                                                 

        Brazil: neutralized 11% of the opponent's plays                                     

        Switzerland: neutralized 10% of the opponent's moves                                                             

        Manuel Akanji, defender from Switzerland and Alex Sandro, lateral from Brazil, were the ones who disarmed the most

                                                                                                                     

Passes:                                                                                                         

        Brazil had a good rate. Using 8% of long passes as resources.

        Switzerland had a good rate. Using 6% of long passes as resources.                        

        Marquinhos, defender of Brazil, was the one who hit the most passes.                                                                                                                           

what to keep                                                                                                          

                                                                                                                     

        Brazil: ability to neutralize opponents' shots.                         

        Switzerland: no high performance standouts

                                                                                                                     

what to improve

                                                                                                                     

        Brazil: intensity and finishes                                                                

        Switzerland: intensity, finishing and goal-direction rate                                               

The tireless of the game were:                                                                                                                 

        Switzerland: Manuel Akanji-ZAG                            

        Brazil: Marquinhos-ZAG                               

        Brazil: Thiago Silva-ZAG                    

                                                                                                                     

The best performances:                                                                                                                    

        Marquinhos, ZAG do Brasil

        Thiago Silva, ZAG do Brasil

        Manuel Akanji, ZAG of Switzerland                       

                                                                                                                     

Worst performance:                                                                                                                            

        Richarlison, ATA do Brasil                             

        Haris Seferovic, ATA Switzerland

 

 


Cameroon: 3                                                                                                       

Serbia:    3                                                                                          

                                                                                                                     

Cameroon had 31% performance relative to a high performance team and Serbia had 48%                                                                      

                                                                   

Relative intensity in the game:                                                                                                                      

        Shrimps: 40%                                                                           

        Serbia:    60%                                                                           

                                                                                                                     

Finishes:                                                                                                            

 

        Good number of submissions in the match, 26.                                              

        Cameroon: had low number of shots compared to a high performance team. The goal-direction rate was 64%, which is an excellent rate.

        Serbia: had a low number of submissions, compared to a high-performance team. The goal-direction rate was 47%, which is a good rate.

        The one who finished the most correctly was the Serbia striker, Aleksandar Mitrovic, finishing 3 times.                                                  

                                                                                                                     

tackles                                                                                                                 

        Cameroon: Neutralized only 7% of the opponent's plays                

        Serbia: neutralized, 12% of opponent's plays                                                                                            

        Nikola Milenkovic, defender from Serbia, and Jean-Charles Castelletto, defender from Cameroon, were the ones who disarmed the most.

                                                                                                                     

Passes:                                                                                                         

        Cameroon needs to evolve. Mistakes in passes can mean a defeat. Used 19% of long passes as a resource. Percentage well above average.        

        Serbia needs to evolve. Mistakes in passes can mean a defeat. Used 10% of long passes as a resource.                                      

        Serbia midfielder Sasa Lukic was the one who hit the most passes.                                                                       

what to keep                                                                                                          

                                                                                                                     

        Cameroon: there were no highlights of high performance                              

        Serbia: there were no high performance highlights                                    

                                                                                                                     

what to improve                                                                                                       

                                                                                                                     

        Cameroon: intensity

        Serbia: intensity                                                                                      

                                                                                                                     

The tireless of the game were:                                                                                                                    

        Serbia-Dusan Tadic, striker                       

        Serbia-Sasa Lukic, steering wheel

                                                                                  

The best performances:                                                                                                                    

        Nikola Milenkovic, Serbia defender                     

        Jean-Charles Castelletto, defender from Cameroon

                                                                                                                     

Worst performance:

                                                                                                                     

        Bryan Mbeumo, Cameroon midfielder


 

South Korea : 2                                                                                                     

Ghana     : 3                                                                                                     

                                                                                                                     

South Korea had 60% performance relative to a high performance team and Ghana had 30%                                                                     

                                                                                                                              

Relative intensity in the game:                                                                                                                      

        South Korea: 66%                                                                         

        Ghana     : 34%                                                                         

                                                                                                                     

Finishes:

                                                                                             

        Good number of submissions in the match, 23                                    

        South Korea: had a great number of submissions. The goal-direction rate was 33%, which is a bad rate. 

        Ghana: had low number of submissions, compared to a high performance team. The goal-direction rate was 60%, which is an excellent rate.

        Most successful finishers: South Korea - Gue-sung Cho, striker who finished 4 times                                              

                                                                                                                     

Disarms:

                                                                                                         

        South Korea : Neutralized 15% of opponent's plays               Ghana     : Neutralized 8% of opponent's plays                         

                                                                                                                     

        Ghana - Salisu Karim, defender was the one who most tackled

                                                                                                                     

Passes:                                                                                                         

        South Korea had a high performance rate. Used 14% of long passes as resources.

        Ghana had a good rate. Used 15% of long passes as resources.                                                 

        South Korea-In-beom Hwang, midfielder, was the one who hit the most passes.                                                                                          

                                                                                                                     

What to keep:                                                          

                                                                                                                     

        South Korea: number of submissions                                                  

        Ghana: Direction hit rate in submissions                            

                                                                                                                     

what to improve                                                                                                                              

        South Korea: intensity

        Ghana: intensity

                                                                                                                     

The tireless of the game were:                                                                                                      

        South Korea-In-beom Hwang, midfielder

        South Korea-Kim Moon-hwan, lateral

                                                                                                                     

The best performances:                                                                                                  

        Min-jae Kim, defender from South Korea

        Kim Moon-hwan, South Korea winger                                                  

        In-beom Hwang, South Korea midfielder                                                      

                                                                                                                     

Worst performance:                                                                                                                                                              

        Iñaki Williams, Ghana striker                                      

        Woo-Yeong Jeong, South Korea midfielder                                                  


 

Portugal   : 2                                                                                                     

Uruguay   : 0                                                                                                     

                                                                                                                     

Portugal had 62% of performance relative to a high performance team and Uruguay had 37%.

 

                                                                                                                     

Relative intensity in the game:                                                                                                                      

        Portugal   : 62%                                                                         

        Uruguay   : 38%                                                               

                                                                                                                     

Finishes:                                                                                                            

        Good number of submissions in the match, 24

        Portugal   : had a good number of submissions, compared to a high performance team. Goal drive rate was 29% which is a bad rate

        Uruguay   : had a low number of shots, compared to a high performance team. The goal-direction rate was 40%, which is regular.

           

        Bruno Fernandes, the Portugal midfielder who finished the match 4 times, had the most successful finishes.                                  

                                                                                                                     

tackles                                                                                                                 

        Portugal   : neutralized 11% of the opponent's plays

        Uruguay   : neutralized 9% of the opponent's plays                                                                                

        Uruguay-Sebastian Coates, defender and Portugal-Pepe, defender, were the ones who disarmed the most.

                                                                                                                     

Passes:                                                                                                         

        Portugal had a good rate. Used 9% of long passes as resources.

        Uruguay needs to evolve. Mistakes in passes can mean defeats. Used 11% of long passes as resources.                                     

           

        Portugal-Ruben Dias, defender was the one who hit the most passes.                                                                                   

What to keep:                                                                                                         

                                                                                                                     

        Portugal: no high performance highlights

        Uruguay: no high performance highlights                           

                                                                                                                     

what to improve                                                                                                       

                                                                                                                     

        Portugal: intensity

        Uruguay: intensity                                                                                   

                                                                                                                     

The tireless of the game were:                                                                                

           

        Uruguay-Rodrigo Bentancur, midfielder

        Portugal-Bruno Fernandes, midfielder

        Portugal-Ruben Dias, defender                                 

                                                                                                                     

The best performances:

           

        Ruben Dias, Portugal defender

        Bruno Fernandes, Portugal midfielder                                    

        Pepe, defender of Portugal                          

                                                                                                                     

Worst performance:                                                                                                               

        Edinson Cavani, Uruguay striker

        Darwin Nuñez, striker from Uruguay

 

 

 

Artificial Intelligence does not understand football, but it reveals patterns and important details for professionals, specialists and executives who want to identify key points for consistent improvement in their businesses.

 

One of the great advantages of AI is the capacity for in-depth analysis in real time, keeping the business in question at a high level of dynamism.

 

(*) FIF-AI: Football Intensity Factor, developed with the application of AI - Artificial Intelligence applied to football data generated from high-performance games and updated with continuous learning techniques.

 


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Ricardo Villaça

Ricardo Villaça

Chief Artificial Intelligence Officer

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