The top European Football Leagues are the most qualitative of the world due to the high level of spectacle, the high budgets and the great popularity the clubs receive from the worldwide broadcasting. The question about which one is the most competitive of all is very common among the fans’ debates around the globe and the opinions seem to be poles apart.

Data analysis is becoming more and more important in the contemporary sports industry. The reason for its exponential growth is the ability to process any kind of data and extract valuable insight that will transform the perception of any sport. The main topic of this research is the importance of Red Card in goal productivity over the years.