Attribution 4.0 (CC BY 4.0)https://creativecommons.org/licenses/by/4.0/
License information was derived automatically
This dataset contains 2021-2022 football player stats per 90 minutes. Only players of Premier League, Ligue 1, Bundesliga, Serie A and La Liga are listed.
+2500 rows and 143 columns. Columns' description are listed below.
Data from Football Reference. Image from UEFA Champions League.
If you're reading this, please upvote.
This table shows the countries with the highest proportion of soccer players in the population. 19.8 percent of the German population are soccer players.
As of 2023, Mexico had more professional soccer players than any other country in the world, with 9,464. Meanwhile, Spain's number of professional soccer players amounted to 8,560. Overall, FIFA estimated that there were 123,694 professional soccer players worldwide.
This statistic illustrates the share of Americans who played soccer in 2021, by generation. In that year, 10 percent of Gen Z respondents stated that they played soccer.
Attribution 4.0 (CC BY 4.0)https://creativecommons.org/licenses/by/4.0/
License information was derived automatically
https://i.imgur.com/PLS0HB3.gif" alt="Example Video from Deploy Tab">
Here are a few use cases for this project:
Sports Analytics: The Soccer Players computer vision model can be used to analyze player performance during games by tracking player and ball positions, individual player actions, and goal-scoring events, allowing coaches and trainers to make data-driven decisions for improving performance and strategies.
Automated Highlight Reels: The model can be used to automatically curate soccer match highlights by identifying crucial moments such as goals, outstanding player performances, and referee decisions. This can streamline the video editing process for broadcasting and streaming companies.
Virtual Assistant for Soccer Enthusiasts: The Soccer Players model can be integrated into a mobile application, allowing users to take pictures or upload images from soccer matches and receive instant information about the teams (USA, NED), player roles (goalie, outfield player, referee), and other relevant classes such as ball and goal locations, enhancing their understanding and engagement with the sport.
Real-Time Augmented Reality (AR) Applications: The model can be used to create AR experiences for soccer fans attending live matches, providing pop-up information about players (such as player stats, team affiliations, etc.) and game events (goals, referee decisions) when viewing the live match through an AR device or smartphone.
Training and Scouting Tools: Soccer scouts and trainers can use the Soccer Players model to evaluate potential recruits or assess the performance of their own players during practice sessions. By rapidly identifying key actions (goals, saves, tackles) and providing context for each play, the model can help scouts and trainers make informed decisions faster.
As of 2024, it was estimated that an average of 80 percent of an elite professional soccer player's year was spent in a work setting, which worked out at 293 days. Meanwhile, only 20 percent, or 72 days, were dedicated to rest and recovery.
As of May 2024, Jude Bellingham was the most valuable soccer player in the world, with an estimated transfer value of around 187.8 million euros. Meanwhile, Erling Haaland was the second most valuable player, being worth an estimated 186.6 million euros.
This statistic displays the average age of football players in the UEFA league teams in Europe in 2016, by country. As of January 2016, the average age of the football players in German top tier league teams was 25.4 years. UEFA is the administrative body for the union of the national football associations in Europe. In 2015/2016, UEFA registered a total revenue of 4.6 billion euro. Further information about football in Europe can be found in the Dossier: UEFA.
This statistic displays the number of foreign football players registered in Italy in 2016/2017, by category. In the 2016/2017 season, there were 38,687 registered foreign professional and young professional football players in Italy. Italy is part of the biggest top-tier soccer leagues in Europe ("Big Five") with a total revenue of 1.93 billion euros for the 2015/2016 season. More information on the football industry in Italy can be found in the report Soccer in Italy.
During the 2022 FIFA Men's World Cup in Qatar, the Australian team, the 'Socceroos', played a total of four matches. During those matches, midfielder Aaron Mooy topped the team rank for the number of passes with 200 passes, while Craig Goodwin made the most crosses with 19.
This table shows the countries with the lowest proportion of soccer players in the population. 3.8 percent of Japans population are soccer players.
As of the season 2018/2019, the vast majority of 11-a-side professional soccer players in Italy were men, with almost 300 thousand players. Women footballers were roughly seven thousands in the selected season.
As of March 2024, the number of players registered with the Japan Football Association in Japan amounted to approximately 834.42 thousand. The player base is divided into four categories. The first category includes the top flight of athletes who play in one of the three divisions in Japan's professional soccer circuit.
This statistic shows the share of expatriate football players in top divisions clubs in Europe in 2019, by league. In 2019, approximately 57.9 percent of the football players in Premier League clubs in England are expatriates.
As of February 28, 2023, Cristiano Ronaldo and Lionel Messi were the most followed football players on social media, with the former having a total of 832 million followers across all platforms. Meanwhile, four out of the ten most followed soccer players played for Paris Saint-Germain Football on different online networks As of 2023, football clubs and players received the most engagement from fans on Instagram. This Meta platform was home to 63 percent of the social media audience of football players and 34 percent of followers of football clubs. Furthermore, football clubs also saw high followings on Facebook, X (formerly known as Twitter), and the China-based network Weibo. Football stars, social media sensations In addition to being the most followed football players on social media, Lionel Messi and Cristiano Ronaldo have achieved other important milestones on online networks. As of April 2024, Cristiano Ronaldo did not only have the largest social media following in relation to other football players, but he was also the individual with the most Instagram followers in general, ranking second in total following only after Instagram’s official page. Messi ranked third after Ronaldo with 502 million followers on Instagram, placing him above celebrities such as Selena Gomez and Kylie Jenner on the Meta-owned platform. In addition, the most liked Instagram post on the platform as of April 2024 was of Lionel Messi and his teammates after winning the FIFA 2022 World Cup, which generated over 75 million likes. As of 2024, Messi was behind five of the top ten most popular posts of all time on Instagram.
As of 2024, the combined value of all Premier League players amounted to over 11.3 billion euros, significantly more than any other league in the world. England's second-tier, the EFL Championship, had a combined player value of over 1.5 billion euros - more than any other top-tier league outside of the Big Five.
In the season 2018/2019, Lombardy recorded the highest number of amateur and youth soccer players in Italy. Data show that this region registered roughly 185 thousand players as of the season considered. Veneto, and Lazio followed in the ranking with about 110 thousand and 96 thousand amateur footballers, respectively.
This statistic shows the number of registered youth soccer players in the United States from 1974 to 2014. In 2014, the number of registered youth soccer players amounted to approximately 3.06 million.
As one of the world's most beloved sports, it comes as no surprise that major soccer leagues around the world attract spectators in their thousands. The German Bundesliga sat top of the pile in the 2022/23 season, with an average of over nearly 43 thousand fans flocking to the stadiums to watch the live action every weeekend.
Success of the Premier League
The best attended soccer league in the world in 2021/22 was the Premier League. The Premier League has been on top, leading the other major soccer leagues in Europe in terms of revenue and continues to be the financially most successful sports league worldwide, also throughout the COVID-19 pandemic. MLS can't compete with the NFL
The average attendance of the MLS in North America stood at just under 22 thousand in the 2018/19 season. These figures pale in comparison to the popularity of the National Football League - a total of 17.1 million fans watched NFL games live during the 2018 regular season, with the number consistently over 17 million for the last decade. During the 2018 regular season, the Dallas Cowboys had the highest average home attendance in the league, with an average of over 91,000 fans watching each home game. This figure is almost 14,000 more than the average attendance of the New York Giants, which is the second highest in the league. Although the Cowboys’ AT&T Stadium has an official capacity of 80,000 for football games, it is expandable to 105,000 with standing room.
NBA lagging behind In contrast to the NFL, the average attendance of NBA games is still relatively low, with an average of 21,930 people watching each game live in the 2018/19 season. These figures can be attributed to the smaller size of basketball arenas, with the largest arena in the NBA, The United Center, home of the Chicago Bulls, having a capacity of just under 25,000 people. The Philadelphia 76ers were the best supported team throughout the whole of the 2018/19 regular season, as over 838,000 total fans attended their home games.
In May 2022, there were 140 Paraguayan footballers playing abroad. In comparison to the same month of the previous year, this figure represents an increase of 25 percent. One of the most renown soccer players from the South American nation is Miguel Almirón, who playes for Newcastle in the English Premier League.
Attribution 4.0 (CC BY 4.0)https://creativecommons.org/licenses/by/4.0/
License information was derived automatically
This dataset contains 2021-2022 football player stats per 90 minutes. Only players of Premier League, Ligue 1, Bundesliga, Serie A and La Liga are listed.
+2500 rows and 143 columns. Columns' description are listed below.
Data from Football Reference. Image from UEFA Champions League.
If you're reading this, please upvote.