Data Analytics and Data Visualization for Soccer/Football: World Cup, Champions League, UEFA, AFCON, Copa America, Europa League, Premier League, La Liga, Serie A, Bundesliga, AFC Asian Cup, Major League Soccer, CONCACAF, etc..)
1- Football Passes Visualizing. 880k passes in 890 matches
This viz aggregates all passes on a grid with 1 meter step. It means, all distances and passes on a square meter of the football pitch represent by a line with average lenght and direction. So this viz is an 'averaged' picture.
The data includes:
- Champion League 1999 - 2019
- FA Women's Super League 2018 - 2020
- FIFA World Cup 2018
- La Liga 2004 - 2020
- NWSL 2018
- Premier League 2003 - 2004
- Women's World Cup 2019
2- Chances of winning a football (soccer) game using the ELO rating.
Tool: Python with Seaborn
Source: Elo Ratings and Here
Important to consider: The Elo rating was never really good in Football because the amount of matches played is too low plus a national team changes over the course of years, in 8 or even 4 years it will be a different team. Elo system is great for games like Chess or Starcraft, where players often play tens of matches every month and sometimes single match consists of multiple rounds. Additionally it’s just the player who actually plays that is rated. In football there is a really low data base to start with. Over the course of 2 years a team will play qualifiers for a large Cup, a few friendly matches and the Cup itself. That’s less than 20 matches over 2 years, probably half of them irrelevant (friendly matches and matches against semi-professional, small teams) on top of that things like injuries or club matches mean the team that earns the elo points doesn’t fully correspond with the players that will play in the actual game.
6- Most Scoring Soccer/ Football National Teams 1900 - 2020
The author made a visualization on the basis of all games played by soccer national teams since 1872. In this video, he ranked each nation by the most goals shot in average per game. Shown is always the added up average over all games played in history. Nations are only accounted if they have a total of at least 100 games in the dataset, and are displayed first after 10 games to have a liable average score.
Data source: Kaggle, list of National Soccer Games played since 1872, flourish.com used for data visualization
7- Eras of dominance in top flight English football (soccer)
Tools: Excel and Paint
From the author:
There's an awful lot of information to be gleaned from this plot, so bear with me while I describe some of the important stuff:
An "Era of Dominance" is classified by a team scoring 7 "points" or more in a 7 year period. Winning the league earns 2 points. Runners-up earn 1 point. 3rd-4th each earn 0.5 points. In theory it's possible for a team to earn this status by getting nothing but runner-up (never happened), but in reality it always required at least 2 wins in a rolling period.
The x-axis is in years. For the purpose of this plot, this represents the calendar year the season ended. The y-axis is in "score", with a maximum of 14 points which would mean winning every available title in the rolling period.
When two or more teams share an era of dominance then the team with the higher "score" is shown on top. For example: 2008 with Man U > Arsenal > Chelsea.
The bars under the team logos are provided to show the length of the era, as it can get a little confusing in the top plot.
Some fun stats:
Liverpool had the longest uncontested era of dominance. 14 years between 1976-1990. Nearest was Arsenal with 10 years in the 30's.
Manchester United had the longest continuous era of dominance. 26 years between 1990-2016. Nearest was Liverpool with 23 years just prior to Man U.
A difference between the Liverpool and Manchester reigns was that Liverpool spent 22/23 of their seasons as the premier team. Manchester only spent 20/26 of their seasons, being usurped by Liverpool, Arsenal, and Chelsea throughout.
Only one 7 year period in the history of English football saw three teams establishing dominance. The period ending in 2008.
No football was played during either of the great wars.
Lastly, for fun, here is the all-time table for top flight English Football.
8- When to score the first goal in a soccer match in order to win the game
9- Average Height and Weight of Soccer Players by Country
Data source: FIFA19 database
Tools: python + matplotlib
Weight and height are obviously highly correlated (not just in soccer players).
Here's an interesting idea: plot the deviation from the average height-weight correlation in relation to some measure of success in soccer. Then we would know if it pays out for your team to be relatively underweight for your height (China) or relatively overweight for your height (Paraguay).
10- Distribution of Soccer Power Index for the top 10 leagues (according to revenue)
Data is from FiveThirtyEight's SPI
Ranking based on revenue sourced from Wikipedia
Plotted in python with Seaborn violin plots and edited in Inkscape to add the logos sourced from Wikimedia.
11- Referee Activity in the Big 5 European Soccer Leagues
This sports themed viz shows the periods of dominance by European soccer clubs over time. I define a "dynasty" as a rolling 7 year window in which a team accumulates 3 "points," with a title being 1 pt and a runner up being 0.5 pt. You can hover over each dynasty for more details, choose a team for you to highlight, or highlight teams based upon the dynasty index (3pts, 3.5pts, 4 pts). Enjoy!
Data: Wikiepdia sites for each Soccer league ex.
13- The top goal scorers in 40 years of elite football (soccer)
Interactive visualization: Here
This viz aggregates all passes on a grid with 1 meter step. It means, all distances and passes on a square meter of the football pitch represent by a line with average length and direction. So this viz is an 'averaged' picture.
You can compare goals vs age, vs minutes played and more for over 100 players including Messi, both Ronaldos, Zlatan, Totti, plus the legends of yesteryear like Shearer and Baggio, and the next generation like Mbappé.
There are 191 players to compare in total, going right back to 1970 (every player who scored 20 or more league goals in a single season of a top European league).
13- Football(Soccer)'s home-grown talent by country - how many players were club-trained?
Legend (All numbers from here)
Dark green: Number of players that played for at least three years/seasons for their current club between the ages of 15 and 21
Light green: Number of players that trained at that club but play currently for another top division team.
14- How soccer lineup formations changed over time
The author is working at a soccer app livescore company (Forza Football) and digged some into the data. So by using some simple SQL in BigQuery, and then visualising it in Mode Analytics (where we build all our dashboards) he got to this one.
This is based on around 12,000 lineups from all kinds of leagues. The majority is from European Leagues, but we cover competitions all over the world.
15- Economic prosperity and soccer prowess
The author made the visualization with ggplot2, with data from eloratings.net and the World Bank.
16- Most expensive football transfers
What’s a number 6 in soccer?
A number 6 in soccer typically refers to a defensive midfielder, whose role is to protect the team's defense and start attacks.
How to create football?
Creating a football or soccer ball involves sewing together a spherical shape made out of a rubber or synthetic material and then covering it with a leather or synthetic cover.
Where to buy professional soccer jerseys?
Professional soccer jerseys can be purchased at a variety of retailers including sports stores, online sporting goods retailers, and official team stores.
How much is soccer practice?
The cost of soccer practice can vary depending on the location, level of the team, and program. It could be free or it could be $200 or more per month.
How to create space for a shot in soccer?
Creating space for a shot in soccer can involve a variety of techniques such as dribbling, passing, and movement off the ball. A player can use quick footwork and changes of direction to get around a defender, or use a well-timed pass to a teammate in a better position to shoot.
Which skill will help you gracefully move around other players in a soccer game?
Dribbling is a skill that can help a player gracefully move around other players in a soccer game. It involves using the feet to control the ball and move it past opponents.
How many miles is 10 laps around a soccer field?
The length of a soccer field can vary, but a standard field is typically around 100 yards long and 50-100 yards wide. So, 10 laps around a soccer field would be approximately 2.5 miles (4km).
What position is 1 in soccer?
The position of 1 in soccer typically refers to the goalkeeper.
How to draw the soccer player Ronaldo?
Drawing a soccer player, such as Ronaldo, can involve sketching out the basic shapes of the figure and then adding details such as facial features and clothing. To improve your drawing, you can look for tutorials and step-by-step guides online, or take an art class.
To draw the soccer player Ronaldo, you can start by sketching out the basic shape of his head and body. Next, add details such as facial features, hair, and clothing. Then you can use shading techniques to give the drawing a sense of depth and realism.
Where can I watch soccer matches live?
Soccer matches can be watched live on television, through streaming services such as Netflix, Hulu, or Amazon Prime, or by attending matches in person. Some popular channels such as ESPN, Fox sports, NBC sports, and beIN Sports also broadcast live soccer matches.
Where can I watch soccer matches live?
You can watch soccer matches live on TV channels such as NBC, Fox, ESPN, and BeIN Sports. They broadcast live matches of major leagues like the English Premier League, Spanish La Liga, Italian Serie A, German Bundesliga, and French Ligue 1. Additionally, you can also stream live matches on streaming platforms such as NBC Sports, ESPN+, DAZN, and Sling TV.
How to use a soccer kick trainer?
A soccer kick trainer is a device that attaches to a soccer ball and allows players to practice their kicking technique and accuracy. To use one, simply attach the device to the soccer ball and start practicing. Some trainers come with different settings to adjust the level of resistance or tension. It's important to practice using both feet and to focus on making contact with the middle of the ball.
Where can I watch soccer in Toronto?
There are several places in Toronto where you can watch live soccer matches. Some popular options include BMO Field, home of Toronto FC, and the Allstream Centre, which hosts the Canadian national soccer team. Additionally, there are many sports bars and pubs in Toronto that show live soccer matches, such as The Ballroom, The Football Factory, and The Loose Moose.
How do you get on a soccer team?
There are a few ways to get on a soccer team. One way is to try out for a team through a local soccer league or club. This typically involves attending tryouts, which are usually held at the beginning of the season. Another way to get on a team is to contact a coach or team manager and express your interest in joining. If they are looking for players, they may invite you to a practice or game to see your skills. You can also check online resources, like team websites, local classifieds, and social media groups, to find teams that are looking for players.
How to draw a football pitch with players?
To draw a football pitch with players, start by sketching out the basic shape of the field, including the center circle, penalty area, and goal posts. Next, add in the lines that mark the boundaries of the field, such as the touchline and goal line. Then, sketch in the players, paying attention to their positions on the field and their body movements. You can add details such as the player's uniforms, shoes, and facial expressions to make your drawing more realistic. Finally, you can use different color pencils or pens to shade and highlight different parts of the field and players.
How to participate in soccer?
To participate in soccer, you can start by finding a local soccer league or club. Many communities have youth leagues for children and adults, as well as co-ed leagues for people of all skill levels. You can also look for pickup games in your local park or school. Additionally, many schools and universities have soccer teams that you can try out for. You can also join a recreational team or a travel team and participate in local or regional tournaments.
Is soccer Mexico's national sport?
Soccer, also known as football, is considered Mexico's national sport. It is widely popular in Mexico and has a large following of dedicated fans. The Mexican national team has a strong history of success.
Who is the pink haired soccer player?
I'm not sure who specifically you are referring to as a "pink haired soccer player". However, there have been several professional soccer players with pink hair, such as Neymar Jr, David Beckham and Zlatan Ibrahimovic.
Who is the best of all time in soccer?
There is no definitive answer to this question as it is a matter of personal opinion. However, many consider players like Pelé, Diego Maradona, Lionel Messi, and Cristiano Ronaldo to be among the greatest soccer players of all time.
How far is a free kick in soccer?
The distance for a direct free kick is 10 yards (9.15 m) from the point where the infringement occurred.
How many people are on the field in soccer?
The standard number of players on the field in soccer is 11 per team.
What are all the teams in soccer?
There are thousands of soccer teams around the world, playing at various levels and in different leagues. Some of the most well-known teams include FC Barcelona, Real Madrid, Manchester United, Bayern Munich, and Paris Saint-Germain.
What position is 7 in football?
The position number 7 is usually associated with a winger or a forward in football.
Where to buy old football cleats?
You can buy old football cleats from a variety of places, including online retailers such as eBay, sporting goods stores, and vintage clothing stores.
What football clubs are owned by the fans?
Several football clubs around the world are owned by the fans, through a cooperative or community ownership model. Some examples include FC Barcelona, Real Madrid, Ajax, FC United of Manchester and many more.
How do you learn to hustle in soccer?
Hustling in soccer refers to the ability to work hard and chase down the ball, win possession and keep possession. There are several ways to improve your hustling skills in soccer, including practicing your footwork, increasing your speed and endurance, and focusing on ball control drills.
How do you draw a soccer field?
To draw a soccer field, you will need to sketch out the basic shape of the field, including the rectangle shape of the field and the center circle. Next, draw the penalty box and the goal box at each end of the field. Finally, add the lines for the midfield, the 18-yard box, and the penalty spot. You can also add details such as the goalposts, the corner flags, and the players.
What is soccer called in other countries?
In most countries, soccer is called football
What are some problems in soccer?
Some problems that soccer faces include racism, hooliganism, and financial inequality.
How do you do a Rambo in soccer?
The Rambo move in soccer is a trick where a player fakes a shot and then quickly dribbles past the defender.
How long are the halves for u12 soccer?
The length of the halves for u12 soccer can vary depending on the league and tournament, but generally they are around 30-35 minutes each.
Which football team are you buzzfeed?
It is not clear what you mean by "Which football team are you buzzfeed?" Buzzfeed is a media company and not a football team.
What is the height of football?
The height of a football field is 100 yards (91.44 meters) and it is 160 feet (48.8 meters) wide.
Why do NFL players play football?
NFL players play football because it is their profession and they are passionate about the sport. Some players also have dreams of winning a championship or achieving personal and team goals. Additionally, playing football allows them to make a good living.
How do you make your own soccer goal?
To make your own soccer goal, you will need PVC pipes or wooden dowels, a saw, connectors, and a drill. First, cut the PVC pipes or wooden dowels to the desired size of the goal posts and crossbar. Then, use connectors to attach the pieces together to form the frame of the goal. Finally, use a drill to attach a net to the back of the frame.
Which country is soccer from?
The origins of soccer can be traced back to ancient China, Greece, and Rome, but modern soccer as we know it today is believed to have begun in England in the 19th century.
How many people are on a side in soccer?
In a standard game of soccer, there are 11 players on each team on the field at a time.
How to draw a soccer jersey step by step?
Drawing a soccer jersey step by step can be a bit tricky and will take some practice. However, a good way to start is to draw a rectangle for the body of the jersey. Then add another rectangle for the sleeves. After that you can add details such as logos, stripes, and collar.
How many players on a soccer field?
In a standard game of soccer, there are 11 players on each team on the field at a time.
Why soccer is a stupid sport?
This is a matter of personal opinion, but soccer is widely considered to be a popular and exciting sport enjoyed by many people around the world.
How many minutes do soccer play?
Typically, a professional soccer match is 90 minutes long, divided into two 45-minute halves.
How do I find my favorite football team?
You can find your favorite football team by searching for the team name on Google or by visiting the website of the league in which the team competes. For example, if your favorite team is Manchester United, you can search "Manchester United" on Google and visit their official website.
How can I stream soccer for free?
There are several ways to stream soccer for free. Some options include: watching games on free-to-air television, finding streams on social media platforms, or using streaming websites that aggregate links to live soccer matches.
How long are each halves in soccer?
Typically, each half in a professional soccer match is 45 minutes long.
Where to watch soccer in Munich?
You can watch soccer in Munich by visiting a sports bar or a local pub, or by purchasing tickets to a match at the Allianz Arena, which is the home stadium of FC Bayern Munich.
What does number 3 mean in soccer?
Number 3 in soccer typically refers to a defender, specifically a left-sided center back or left back.
How far away is a PK in soccer?
The penalty spot, where a penalty kick (PK) is taken from, is located 12 yards away from the goal line.
Which football app is the best?
The best football app depends on your preferences and needs. Some popular options include the official app of the league or team you follow, or apps like "Forza Football" or "OneFootball" which provide live scores, news, and statistics for multiple leagues and teams.
Where to bet on soccer games?
You can bet on soccer games through online sports betting platforms or at land-based sportsbooks. It's important to note that online sports betting is not legal in all jurisdictions. Please check your local laws and regulations regarding online betting.
How to work on soccer skills?
There are many ways to work on soccer skills, including: practicing ball control and dribbling drills, working on passing and shooting techniques, and participating in pick-up games and training sessions with a team or coach.
How to Play office football pool?
To play an office football pool, you typically need to get a group of participants together and have them each pick the winner of a set of predetermined football games for a given week or weekend. Points are awarded for correctly picking the winning team, and the participant with the most points at the end of the pool is the winner.
How do you run a rainbow in soccer?
To perform a rainbow in soccer, you need to keep the ball in the air using the back of your foot and then kick it over your head and behind you, using the front of your foot. The motion should resemble a rainbow shape.
What does attacker mean in football?
An attacker in football refers to a player whose primary role is to score goals and create scoring opportunities for their team. This position is also commonly known as a forward or striker.
What do soccer socks look like?
Soccer socks are typically long, knee-high socks that are worn by players over their shin guards. They are usually made from a stretchy, breathable material and can come in a variety of colors to match the team's uniform.
How many miles does someone run in a soccer game?
The average professional soccer player runs between 7 and 9 miles during a full 90-minute match. However, the distance can vary depending on the player's position and role on the team.
How can I watch Usmnt soccer?
You can watch USMNT (United States Men's National Team) soccer matches on television through networks such as Fox Sports and ESPN, or streaming on platforms such as fuboTV, Sling TV, and Hulu Live TV. You can also follow the team's matches on websites such as USSoccer.com and CONCACAF.com.
Where to watch Chelsea Football?
You can watch Chelsea Football Club matches on television through networks such as NBC Sports, Chelsea TV, and BT Sport. You can also stream matches through platforms such as NBC Sports Gold, Sling TV, and fuboTV. Additionally, you can follow the team's matches and updates on Chelsea's official website, chelseafc.com.
Who was the first girl to play soccer?
The first recorded instance of a girl playing soccer dates back to 1895 in Scotland, where a team of girls from Stewarton Academy played against a local boys team. However, the first organized league for girls was established in England in 1919, called the British Girls Football Association.
How do you prepare for a hot soccer game?
To prepare for a hot soccer game, it is important to stay hydrated by drinking plenty of water and electrolyte-rich fluids before and during the game. Wearing light, breathable clothing can also help to keep players cool. It's also important to use sunscreen to protect from sunburn. Additionally, coaches may want to adjust practice schedules and training plans to acclimate players to the heat.
How do I watch soccer on my phone?
You can watch soccer on your phone by streaming matches through apps such as NBC Sports, ESPN, and Fox Sports. You can also stream live matches through streaming services such as Sling TV, fuboTV, and Hulu Live TV, which can all be accessed on a mobile device. Additionally, many soccer leagues and teams have their own official apps that allow you to watch live matches and follow updates on your phone.
Which soccer cleats are the best?
The best soccer cleats will depend on your personal preferences and needs. Some popular options include Adidas Copa Mundial, Nike Tiempo, and Puma One. It's a good idea to try on different brands and styles to see what feels most comfortable and provides the best fit for your feet.
How to sign for a soccer club?
The process for signing for a soccer club will vary depending on the club and the level of play. Some steps that may be involved include:
1. Contacting the club to express interest in joining
2. Attending open tryouts or player evaluations
3. Meeting with coaches and club officials
4. Signing a contract or letter of commitment.
It may also help to have a good resume and be prepared to show your soccer skills and experience.
Who is the best predictor of football matches?
There is no definitive answer to who is the best predictor of football matches. It depends on the person's accuracy and the matches they predict. Some experts use statistics, others use their knowledge of teams, and others use their intuition. There are also websites and apps that offer predictions for football matches, but the accuracy of these predictions can vary.
What does number 20 mean in soccer?
In soccer, the number worn on a player's jersey is typically associated with the player's position on the field. The number 20 is not a specific position. It can be worn by a midfielder, defender or forward depending on the team and coach's preference.
What does number 5 mean in soccer?
In soccer, the number worn on a player's jersey is typically associated with the player's position on the field. The number 5 is traditionally associated with a center back or central defender. This player is responsible for organizing the defense and helping to prevent the opposing team from scoring.
How many soccer moves are there?
There is no exact number of soccer moves as the sport is constantly evolving and new moves are being created. However, there are many moves that are commonly used in soccer, such as the step over, the Cruyff turn, the rainbow flick, and the Maradona turn. It's important to note that the most important thing is not the number of moves you know, but how well you can execute them.
How many soccer players should each team have on a field?
The number of players on a soccer team on the field during a match is 11 players. However, teams typically have a larger squad that they can use to substitute players in and out of the game as needed.
What weighs more football or basketball?
A regulation size soccer ball typically weighs between 14-16 oz. A regulation size basketball weighs 22 oz. So, a basketball is heavier than a football.
How to make a small soccer ball out of paper?
To make a small soccer ball out of paper, you will need to gather materials such as paper, scissors, glue, and a pencil or pen. First, draw a hexagon shape on the paper, then cut it out. Next, draw and cut out 12 pentagon shapes. Take one hexagon and glue three pentagons to each corner. Repeat this process with the remaining hexagon and pentagons. Once all the pieces are glued together, you should have a small soccer ball shape. Allow the glue to dry before handling.
What are English football fans called?
English football fans are called supporters or fans. They may also be referred to as "the crowd" or "the spectators."
How to make a custom soccer ball?
To make a custom soccer ball, you will need to start with a standard soccer ball and materials to decorate it such as paint, markers, stickers, or fabric. Clean the surface of the soccer ball and let it dry. Then, you can use your materials to decorate the ball in a unique way. You can draw designs, add team logos or player's name, or create a custom color scheme. Once you have finished decorating, you should let the ball dry again before using it.
What happens if you fail a medical in football?
If a football player fails a medical, it means that the team's medical staff have identified a potential health issue that needs to be addressed before the player can be cleared to play. The player may be required to undergo further testing, treatment or rehabilitation before being cleared to play again. If the medical staff are unable to clear the player, the team may choose to not sign the player or to renegotiate the terms of the contract.
What does it mean to pressure in soccer?
In soccer, "pressure" refers to the act of applying defensive pressure on the opposing team in order to force errors and regain possession of the ball. This can be done by closing down on the opposing players, marking them tightly, and preventing them from making passes or controlling the ball. Teams that apply pressure effectively can disrupt the opposing team's offensive play and create scoring opportunities for themselves.
How many football teams in London?
There are many football teams in London, with the city being home to several professional and semi-professional clubs. Some of the most notable teams include Arsenal, Chelsea, Tottenham Hotspur, West Ham United, and Crystal Palace in the top division of English football, the Premier League. There are also several teams that play in the lower divisions of English football, as well as non-league and amateur teams.
What app can you watch soccer games on?
There are many apps that allow you to watch soccer games, some of the most popular include : NBC Sports, Fox Sports, CBS All Access, ESPN+, DAZN, Sling TV, Fubo TV, PlayStation Vue, DirecTV Now and YouTube TV. Some of these apps are free to download and use, while others require a subscription or a pay-per-view fee.
Where to customize football jersey?
You can customize football jerseys at various online stores such as Nike, Adidas, and Puma, or at the official website of your favorite football team. Additionally, many sports stores and specialty shops may also offer jersey customization services.
What is backdoor in soccer?
In soccer, a "backdoor" play refers to a situation where a team scores a goal by passing the ball through the defensive zone, often catching the opposing team off guard. The term is often used to describe a goal scored by a team that appears to be in a losing position, but was able to score due to a defensive mistake by the opposing team.
Who runs the least in soccer?
In soccer, it is typically the goalkeeper who runs the least during a game. The goalkeeper's main role is to defend the goal and prevent the opposing team from scoring, they are not typically involved in much of the running and movement that occurs on the field.
How do you kick off in soccer?
To kick off in soccer, the ball is placed in the center of the field, and one team's player will kick the ball forward to a teammate to start the game or restart the game after a goal has been scored. The opposing team must remain outside of the center circle until the ball is kicked off.
How many people are in a team in soccer?
In soccer, a team typically consists of 11 players, including a goalkeeper. However, there are variations of the sport that allow for fewer players, such as 7-a-side or 5-a-side soccer.
How long is football break?
In professional soccer, the halftime break is typically 15 minutes long. However, in amateur and youth leagues, the halftime break can vary in length, often between 10 to 15 minutes.
What is the best position soccer?
There is no one "best" position in soccer, as each position has its own unique responsibilities and skills required. However, some of the most important positions on the field include the goalkeeper, center back, central midfield, and forward. Each position requires different skills and attributes, such as speed, endurance, and ball control.
Can you wear football cleats?
Yes, football cleats, also known as soccer cleats, are specifically designed for playing soccer and are typically worn by players on the field. They are designed to provide traction and stability on the field and can be worn by both amateur and professional players.
What pressure should a football be at?
The recommended pressure for a soccer ball is typically between 8.5 and 15.6 psi (pounds per square inch). However, the exact pressure will depend on the specific ball, and it should be inflated to the level recommended by the manufacturer.
How many players are in a football game?
In soccer, a team typically consists of 11 players, including a goalkeeper. However, there are variations of the sport that allow for fewer players, such as 7-a-side or 5-a-side soccer.