Analysis of the 27/11 games according to Artificial Intelligence

Belgium         0                                                                    

Morocco    2                                                                    

Belgium had 72% performance relative to a champion team and Morocco had 36%                                                                        

Relative intensity in the game:                                                                                  

         Belgium         :       67%                                       

         Morocco    :       33%                                       

Finishes:                                                                         

         Belgium: had a low number of finishes compared to a champion team. With a hit rate of 40%, which is a regular goal-direction rate.

         Morocco: low number of finals compared to a winning team. With a hit rate of 40%, which is a regular goal-direction rate

tackles                                                                             

         Belgium: neutralized 15% of the opponent's moves                                  

         Morocco: neutralized 8% of the opponent's moves                                

Passes:                                                                      

         Belgium had champion rate. Using 5% of long passes as resources.

         Morocco had a good rate. Using 13% of long passes as resources.              

         Toby Alderweireld, defender of Belgium, was the one who hit the most passes.                                                  

what to keep                                                                       

         Belgium: play neutralization rate                                                  

         Morocco: goals rate.                                                                   

what to improve                                                                                

         Belgium: number of submissions                                                            

         Morocco: number of submissions                                                        

The tireless of the game were:                                                                                

         Belgium: Toby Alderweireld-ZAG                                                      

         Belgium: Jan Vertonghen-ZAG                                               

The best performances:                                                                        

         Jan Vertonghen, ZAG of Belgium

         Toby Alderweireld, ZAG of Belgium  

Worst performers:                                                                                  

         Youssef En-Nesyri, ATA of Morocco

         Romelu Lukaku, ATA of Belgium       

Canada: 1                                                                                                                 

Croatia: 4                                                                                                                 

Canada had 52% performance relative to a champion team and Croatia had 50%                                                                                                                       

Relative intensity in the game:                                                                                                                                  

         Canada       :       51%                                                                           

         Croatia       :       49%                                                                                                                                                                                                         

Finishes:                                                                                                                        

         Low number of submissions in the match, 20.

         Canada: had low number of submissions in relation to a champion team. The goal-direction rate was 25%, which is a bad rate.

         Croatia: had a good number of finishes compared to a champion team. The goal-direction rate was excellent at 83%, which is a champion rate.                  

Having finished 50% more than Canada and with such a high rate of direction, perhaps that is the main explanation for his victory.

         Croatia striker Andrej Kramaric had the most successful shots, with 3 shots                                                                     

tackles                                                                                                                             

         Canada: Neutralized 10% of opponent's plays                                                                                 

         Croatia: neutralized 13% of the opponent's plays                                                                                 

Passes:                                                                                                                     

         Canada had a good rate. Using 11% of long passes as resources.     

         Croatia had a good rate. Using 10% of long passes as resources.                                                                

         For Canada, Kamal Miller, defender, was the one who made the most passes.                                                                                                      

what to keep                                                                                                                                                                                                                             

         Canada: No Champion Standout                                                             Croatia: Drive Rate in Finishes                                                                                                                       

what to improve                                                                                                                               

         Canada: number of shots on goal and rate of direction.                             

         Croatia: intensity.                                                                                                          

The tireless of the game were:                                                                                                                                                                                                              

         Croatia: Josko Gvardiol - ZAG                                                          

         Canada: Kamal Miller - ZAG                                     

         Canada: Milan Borjan - GOL                                     

The best performances:                                                                        

         Kamal Miller, ZAG Canada                                              

         Josko Gvardiol, ZAG of Croatia                                                       

Worst performance:                                                                                                                                                                                                                                  

         Cyle Larin, ATA Canada

Germany   1                                                                                                   

spain      1                                                                                                       

Germany had 35% performance relative to a champion team and Spain had 61%.                                                                                                                

Relative intensity in the game:                                                                                                                                  

         Germany   :       36%                                                                           

         Spain      :       64%                                                                                                                                                                                                    

Finishes:                                                                                                                        

         Low number of submissions, 17                                                                                                  

         Germany: had a low number of finals, compared to a champion team. The goal-direction rate was 40%, which is regular

         Spain: had a low number of shots compared to a champion team. The goal-direction rate was 43%, which is regular.     

         The one who finished the most correctly was the Spaniard Dani Olmo, midfielder, who kicked it right and many times.                                                             

tackles                                                                                                                             

         Germany   : Neutralized 11% of opponent's moves                        Spain      : Neutralized 14% of opponent's moves      

         Niklas Sale, defender from Germany- and Rodri, defender from Spain, were the ones who disarmed the most.                                                                

Passes:                                                                                                                     

         Germany needs to evolve. Mistakes in passes can mean a defeat. Used 13% of long passes as resources.                                                          

         Spain had a good rate and used 5% of long passes as resources.                                                                    

         Rodri, defender of Spain, was the one who hit the most passes.                                                                                                         

what to keep                                                                                                                                                                                                                             

         Germany: no champion highlights

         Spain: intensity, despite being superior in the 1st game                                                                                                                  

what to improve                                                                                                                                                                                                      

         Germany: pass hit rate and intensity                                    

         Spain: number of submissions                                   

The tireless of the game were:                                                                                                                                                                                          

         Spain: Rodri - ZAG

         Spain: Aymeric Laporte - ZAG

         Spain: Jordi Alba - LAT                             

The best performances:                                                                                                                                                                                                                  

         Rodri, ZAG of Spain                                         

         Aymeric Laporte, ZAG of Spain                                                  

         Jordi Alba, LAT from Spain                                      

Worst performance:                                                                                                                                                                                                                                  

         Ferra¡n Torres, MEI from Spain

Costa Rica   1                                                                                                       

Japan          0                                                                                                       

Costa Rica had 46% performance relative to a champion team and Japan had 63%                                                                                                         

Relative intensity in the game:                                                                                                                      

         Costa Rica   :       42%                                                                           

         Japan           :       58%                                                                           

Finishes:                                                                                                            

         Low number of submissions, 17                                                                                      

         Costa Rica: had a low number of shots compared to a champion team. Goal drive rate was 25% which is a bad rate   

         Japan: had a low number of submissions, compared to a champion team. Goal drive rate was 23% which is a bad rate                                                                                                                         

Tackles                                                                                                                 

         Costa Rica   : neutralized 12% of the opponent's plays                      

         Japan           : neutralized 11% of the opponent's moves                                                                     

         Bryan Oviedo, Costa Rica's winger, was the one who disarmed the most correctly.

Passes:                                                                                                         

         Costa Rica had a good hit rate, using 11% of long passes as resources.                                                        

         Japan had champion rate. Using 6% of long passes as resources.                                                        

         Maya Yoshida, defender from Japan, was the one who hit the most passes.                                                                                    

What to keep:                                                          

         Costa Rica: no champion highlights                                                

         Japan: pass hit rate                              

what to improve                                                                                                       

         Costa Rica: intensity                                                                    

         Japan: intensity                                                               

The tireless of the game were:                                                                                                                                                                                          

         Japan - Maya Yoshida - ZAG

         Japan - Wataru Endo - VOL

         Costa Rica - Francisco Calvo - ZAG

The best performances:                                                                                                                                                                                                                  

         Maya Yoshida, ZAG Japan                       

         Ko Itakura, ZAG of Japan                             

         Francisco Calvo, ZAG of Costa Rica

Worst performance:                                                                                                                                                                                                                      

         Yuki Soma, MEI from Japan

Team Ranking – 2nd Round

Team

Comparison with 1st Ranking

Belgium

100.0%

Japan

87.9%

England

85.3%

Spain

84.7%

France

82.8%

Saudi Arabia

81.4%

Argentina

78.2%

Senegal

78.1%

Denmark

76, 1%

Netherlands

72.3%

Canada

72.1%

Wales

69.0%

Croatia

68.8%

Costa Rica

63.8%

Tunisia

63.1%

United States

60.8%

Ecuador

56.5%

Qatar

54.6 %

Mexico

51.3%

Morocco

49.7%

Germany

48.6%

Australia

46.9%

Poland

40.6%

Iran

37.6%

It is worth noting the ranking because the AI ​​placed teams that lost as leaders in champion intensity. It is common for teams to lose in detail, in football.

Ranking Players 2nd Round - The 10 most

ZAG

 Maya Yoshida, Japan ZAG

Jan Vertonghen, Belgium ZAG

LAT

Theo Hernandez, France LAT

Luke Shaw, England LAT

VOL

Axel Witsel, Belgium VOL

Frenkie de Jong, Netherlands VOL

MEI

Mohamed Kanno, Saudi Arabia MEI

 Mateo Kovacic, MEI Croatia

ATA

Salem Al Dawsari Saudi Arabia

ATA Antoine Griezmann France ATA

Artificial Intelligence does not understand football, but it reveals relevant patterns and details for professionals, specialists and executives who want to identify key points for consistent improvement in their businesses. This is a post game analysis, but it can be done in real time or even deepened on demand. 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.