Premier League Player Stats 23/24

Description:
This dataset contains comprehensive statistics of Premier League players for the 2023/24 season. It is divided into two files: player_overview.csv and player_stats.csv. The dataset includes player demographics, performance metrics, and social media presence. It is intended for sports analysts, data scientists, and football enthusiasts looking to analyze player performance and trends.

Add file information:

• player_overview.csv: Contains general information and basic statistics of players.
• player_stats.csv: Contains detailed performance metrics of players.

Include column descriptors:

player_overview.csv:

• Name: Player's full name
• Nationality: Player's nationality
• Date of Birth: Player's date of birth
• Height: Player's height in cm
• Club: Club the player is currently associated with
• Position: Playing position
• Appearances: Number of matches played
• Goals: Number of goals scored
• Assists: Number of assists
• Clean sheets: Number of matches without conceding goals
• Facebook: Link to the player's Facebook profile

player_stats.csv:

• Name: Player's full name
• Twitter: Link to the player's Twitter profile
• Instagram: Link to the player's Instagram profile
• Appearances: Number of matches played
• Goals: Number of goals scored
• Wins: Number of matches won
• Losses: Number of matches lost
• Clean sheets: Number of matches without conceding goals
• Goals Conceded: Number of goals conceded
• Tackles: Number of tackles made
• Tackle success %: Percentage of successful tackles
• Last man tackles: Number of last-man tackles
• Blocked shots: Number of blocked shots
• Interceptions: Number of interceptions made
• Clearances: Number of clearances made
• Headed Clearance: Number of headed clearances
• Clearances off line: Number of clearances off the goal line
• Recoveries: Number of ball recoveries
• Duels won: Number of duels won
• Duels lost: Number of duels lost
• Successful 50/50s: Number of successful 50/50 challenges
• Aerial battles won: Number of aerial battles won
• Aerial battles lost: Number of aerial battles lost
• Own goals: Number of own goals scored
• Errors leading to goal: Number of errors leading to goals
• Assists: Number of assists
• Passes: Number of passes made
• Passes per match: Average passes per match
• Big Chances Created: Number of big chances created
• Crosses: Number of crosses made
• Cross accuracy %: Percentage of accurate crosses
• Through balls: Number of through balls made
• Accurate long balls: Number of accurate long balls
• Yellow cards: Number of yellow cards received
• Red cards: Number of red cards received
• Fouls: Number of fouls committed
• Offsides: Number of offsides
• Headed goals: Number of goals scored with the head
• Goals with right foot: Number of goals scored with the right foot
• Goals with left foot: Number of goals scored with the left foot
• Hit woodwork: Number of times the ball hit the woodwork
• Goals per match: Average goals per match
• Penalties scored: Number of penalties scored
• Freekicks scored: Number of freekicks scored
• Shots: Number of shots taken
• Shots on target: Number of shots on target
• Shooting accuracy %: Percentage of shots on target
• Big chances missed: Number of big chances missed
• Saves: Number of saves made
• Penalties Saved: Number of penalties saved
• Punches: Number of punches made
• High Claims: Number of high claims made
• Catches: Number of catches made
• Sweeper clearances: Number of sweeper clearances
• Throw outs: Number of throw outs
• Goal Kicks: Number of goal kicks
• Facebook: Link to the player's Facebook profile

Specify provenance:
The data is sourced from publicly available statistics provided by the official Premier League website. The data was collected and compiled in August 2024.

Specify update frequency:
Please note that this dataset will not be updated as the season has ended.