<aside> 📢 One of the most watched football leagues in the world, the English Premier League (PL), attracts the best teams and players from all over the world. With teams contending for first place in the standings each season, the league is renowned for its intense competition. Arsenal, Chelsea, Liverpool, Manchester City, Manchester United, and Tottenham Hotspur are among the most successful and well-liked football teams in the world. They are also known as the "Big Six" clubs of the Premier League. In light of this, examining their performance over the previous ten years can shed light on the approaches and techniques that result in success in one of the toughest leagues in the world. We can learn more by looking at important performance indicators like goals scored, goals conceded, and spectator attendance.
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<aside> 🚨 In this analysis, the dataset used is obtained from Premier League Stats | FBref.com . This platform offers a vast collection of sports-related data, primarily focused on football. The data used in this analysis specifically relates to the Premier League clubs and the player statistics for those clubs. The dataset covers the period between the 2011-2012 season and the 2021-2022 season of the Premier League. With a wide range of information available, including player stats and club performance metrics, this dataset offers a comprehensive picture of the Premier League's big six teams and their performances over the last decade. Through data analysis and visualization, we aim to gain insights into the teams' performance and explore any trends or patterns that may emerge over time.
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Premier League Stats | FBref.com
<aside> <img src="/icons/database_gray.svg" alt="/icons/database_gray.svg" width="40px" /> Position: The final ranking of each team in the league table, based on their performance over the season.
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<aside> <img src="/icons/database_gray.svg" alt="/icons/database_gray.svg" width="40px" /> Season: The start and end year of the Premier League season.
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<aside> <img src="/icons/database_gray.svg" alt="/icons/database_gray.svg" width="40px" /> MP: The total number of matches played by each team.
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<aside> <img src="/icons/database_gray.svg" alt="/icons/database_gray.svg" width="40px" /> W, D, L: The number of wins, draws, and losses of each team over the season.
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<aside> <img src="/icons/database_gray.svg" alt="/icons/database_gray.svg" width="40px" /> GF, GA, GD: The number of goals scored, conceded, and the goal difference (GF - GA) of each team.
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<aside> <img src="/icons/database_gray.svg" alt="/icons/database_gray.svg" width="40px" /> Pts: The total number of points earned by each team over the season, based on the Premier League points system (3 points for a win, 1 point for a draw, 0 points for a loss).
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<aside> <img src="/icons/database_gray.svg" alt="/icons/database_gray.svg" width="40px" /> Pts/MP: The average number of points earned by each team per match played.
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<aside> <img src="/icons/database_gray.svg" alt="/icons/database_gray.svg" width="40px" /> Attendance: The total attendance of all matches played by each team.
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<aside> <img src="/icons/database_gray.svg" alt="/icons/database_gray.svg" width="40px" />
Top Scorer: The name of the top scorer for each team over the season.
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<aside> <img src="/icons/database_gray.svg" alt="/icons/database_gray.svg" width="40px" /> Goal Scored Top Scorer: The number of goals scored by the top scorer for each team.
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<aside> <img src="/icons/database_gray.svg" alt="/icons/database_gray.svg" width="40px" /> Notes: A description of the status of each team in terms of whether they qualified for the Champions League, Europa League, or were relegated from the Premier League.
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<aside> <img src="/icons/database_gray.svg" alt="/icons/database_gray.svg" width="40px" /> Home MP, Home W, Home D, Home L, Home Pts, Home Pts/MP: The number of home matches played, home wins, home draws, home losses, home points earned, and average number of points earned per home match played.
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<aside> <img src="/icons/database_gray.svg" alt="/icons/database_gray.svg" width="40px" /> Away MP, Away W, Away D, Away L, Away Pts, Away Pts/MP: The number of away matches played, away wins, away draws, away losses, away points earned, and average number of points earned per away match played.
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