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Football Players Transfer Values 2024

Kaggle

@kaggle.dhruvpjariwala_football_players_transfer_value_prediction

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Football players transfer value based on their ratings, skills and attributes

Dataset Description

This dataset contains detailed information on 3,060 unique football/soccer players. Each entry provides a comprehensive profile of a player, including personal details, overall performance ratings, specific skills, and various attributes. The dataset is structured to offer insights into player capabilities, potential, and market value.

Below is a detailed description of the columns included in the dataset:

ID: Unique identifier for each player.
Age: Age of the player in years.
Height: Height of the player in centimeters.
Weight: Weight of the player in kilograms.
Preferred foot: The preferred foot of the player (e.g., Left, Right).
Overall rating: The current overall rating of the player, reflecting their performance level.
Potential: The potential rating indicating the highest possible overall rating a player can achieve.
Best overall: The highest overall rating achieved in any position by the player.
Best position: The position where the player performs best.
Growth: The difference between the player's current overall rating and their potential.
Value: The market value of the player, usually in currency (e.g., Euros).
Wage: The weekly wage of the player.
Release clause: The release clause value in the player's contract.
Total attacking: The total score of all attacking attributes combined.
Crossing: Ability to accurately deliver the ball from wide areas.
Finishing: Ability to score goals in one-on-one situations.
Heading accuracy: Accuracy of headers when trying to score or pass the ball.
Short passing: Precision and accuracy of short-distance passes.
Volleys: Technique and power in volley shots.
Total skill: The combined score of all skill-related attributes.
Dribbling: Ability to maintain control of the ball while maneuvering around opponents.
Curve: Ability to curve the ball, typically used in shots and passes.
FK Accuracy: Accuracy in taking free kicks.
Long passing: Precision and accuracy of long-distance passes.
Ball control: Ability to control and manipulate the ball effectively.
Total movement: The combined score of all movement-related attributes.
Acceleration: Quickness of reaching top speed.
Sprint speed: Top speed a player can achieve.
Agility: Ability to quickly change direction and position.
Reactions: Quickness of responding to situations during the game.
Balance: Stability and coordination while moving or under pressure.
Total power: The combined score of all power-related attributes.
Shot power: Strength and power in shots on goal.
Jumping: Ability to jump vertically.
Stamina: Endurance and ability to sustain performance over time.
Strength: Physical strength and ability to win physical duels.
Long shots: Accuracy and power in long-distance shots.
Total mentality: The combined score of all mentality-related attributes.
Aggression: Level of intensity and physicality in play.
Interceptions: Ability to intercept passes and disrupt the opposition's play.
Att. Position: Positioning intelligence when attacking.
Vision: Ability to see and execute key passes and plays.
Penalties: Ability to score from penalty kicks.
Composure: Calmness and performance under pressure.
Total defending: The combined score of all defending-related attributes.
Defensive awareness: Understanding and anticipation of defensive responsibilities.
Standing tackle: Effectiveness in making standing tackles.
Sliding tackle: Effectiveness in making sliding tackles.
Total goalkeeping: The combined score of all goalkeeping attributes.
GK Diving: Ability to dive and save shots.
GK Handling: Ability to catch and control the ball.
GK Kicking: Accuracy and power of goal kicks.
GK Positioning: Positioning intelligence in goalkeeping situations.
GK Reflexes: Quickness of reflexes to make saves.
Total stats: The overall total of all individual attribute scores.
Base stats: The base statistics without modifiers or bonuses.
International reputation: Reputation of the player on the international stage (e.g., 1 to 5 stars).
Pace / Diving: Combined score of Pace attributes for outfield players or Diving for goalkeepers.
Shooting / Handling: Combined score of Shooting attributes for outfield players or Handling for goalkeepers.
Passing / Kicking: Combined score of Passing attributes for outfield players or Kicking for goalkeepers.
Dribbling / Reflexes: Combined score of Dribbling attributes for outfield players or Reflexes for goalkeepers.
Defending / Pace: Combined score of Defending attributes for outfield players or Pace for goalkeepers.

This dataset offers a rich resource for analyzing player performance, potential, and market value in the world of football/soccer. It can be utilized for various purposes, including player scouting, performance analysis, and strategic planning for team management.


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