Conclusion
Individual player data analysis is important for each club in La Liga. Through in-depth analysis of a player’s individual abilities such as quality of passing, key passing, quality of shooting, etc., clubs are able to evaluate a player’s strengths and potential. Analytics can not only help each club make informed choices in each transfer window, but it can also offer strong support for the entire team’s tactics. In addition, analyzing individual players’ abilities can boost the team’s current combat effectiveness while also ensuring the club’s sustainability. Each team can know all aspects of each player’s suitable roles and value on the soccer pitch, effectively allocate the club’s resources, and optimize tactics. It can be said that personalized player data analysis allows clubs to be more targeted in their soccer purchases and cultivation. Also, player analysis plays an essential role in team training. the coaching team can assign special training programs by carefully analyzing the player’s performance in games. It can assist players make consistent progress in key skills and performance.
The official player ratings go some way to assessing a team’s condition and future trends. It is an important reference factor when judging players’ or teams’ performance. For example, each player on a whole team gets a high score after a game, this is usually an indication that the team is running well and is expected to remain competitive in future games. However, there still exists some special cases, such as in the recent La Liga national derby(2023-2024 Season), despite FC Barcelona’s loss to Real Madrid, Barcelona player Yamal got the MVP of the game. Thus, the official rating can be used as one of the factors to determine the status of a team, but it cannot be used alone to fully evaluate how good or bad a team is. The rating can be affected by a variety of factors, including individual player ability, match situation, opponent strength, refereeing errors, etc.
Players’ skills will impact on clubs’ ranking. Although these abilities have a relationship with clubs’ ranking and performance, the relationship is not a significant factor. It can be said that skills such as shots goals, key passing, assistance, etc will impact a team’s performance, but both are just some of the many factors. For example, Celta’s Iago Aspas had a good performance in the 2020 season, but the team was still ranked at a mid-table level. In contrast, goalkeepers’ saving ability is essential for clubs to win. The ability of goalkeepers not only affects their confidence in a game, but also causes negative attitudes for the whole team. Players in La Liga boost skills can lead to better results for the clubs during season processing.
Different positions are important in influencing a club’s ranking each season. Especially defense players playing a particularly prominent role in a team. A solid back defense line and good defense are essential to saving goals and reducing the number of goals conceded. The performance of defenders directly impacts club performance and ranking. For example, in the 2022-2023 season, FC Barcelona were relatively weak up-forward players, but they won the La Liga title with a good defensive performance. Thus, defenders are more important in the clubs ranking than midfielders and strikers. However, the position of midfielders and strikers is also essential. Midfielders play a key role in controlling the pace of the games and handling the defense and attack speed. As the centerpiece of the offensive end, a striker’s ability to shoot and score directly affects his team’s performance. Although strikers and midfielders are less important than defenders, their performance is still an integral factor in clubs’ ranking.
Players’ lineups and number of appearances also impact the outcome of the game. There is a difference between the performance of starters and substitutes, and playing time and lineup directly affect the teams’ competitive state and overall performance. In addition, a player receiving the number of red and yellow cards may still affect a team’s season trend even though it is not a major influence. At the same time, the quantity, and quality of penalties may also impact the result of a game, although it is not the sole key factor. Therefore, factors such as player position, performance, lineups, and appearances combine to determine the teams’ ranking and trends for each season.
The individual abilities of La Liga players greatly affect the trend and ranking of clubs throughout the season. The clubs’ overall performance and future trends are affected by a combination of many factors. Therefore, individual player combination abilities are one of the importance factors, but it is necessary to consider the overall tactics of the club, the guidance of the coaching team, and other external factors to fully determine the performance of the clubs during the season and the final ranking.
