Bundesliga Match Fact: Shot Speed
Have you ever wondered just how fast a shot from your favorite Bundesliga player travels? The newly introduced Bundesliga Match Fact (BMF) Shot Speed now allows fans insights into the incredible power and speed behind shots. Shot speed is more than just a number; it's a window into the awe-inspiring athleticism and skill of the Bundesliga players.
Bundesliga and AWS announce two brand new Match Facts
Keeper Efficiency provides a closer look on goalkeeper performance and Ball Recovery Time track the time to regain ball possession.
A new kind of football intelligence
Bundesliga partnered with AWS machine learning to unlock insights from over 3.6 million data points per match to bring Bundesliga fans closer to the action.
How a Bundesliga Match Fact is built
Discover how player tracking technology and the AWS Cloud deliver insights from the playing field to the fans.
Bundesliga Match Fact: Shot Speed
Have you ever wondered just how fast a shot from your favorite Bundesliga player travels? The newly introduced Bundesliga Match Fact (BMF) Shot Speed now allows fans insights into the incredible power and speed behind shots. Shot speed is more than just a number; it's a window into the awe-inspiring athleticism and skill of the Bundesliga players.
Bundesliga and AWS announce two brand new Match Facts
Keeper Efficiency provides a closer look on goalkeeper performance and Ball Recovery Time track the time to regain ball possession.
A new kind of football intelligence
Bundesliga partnered with AWS machine learning to unlock insights from over 3.6 million data points per match—to bring Bundesliga fans closer to the action.
How a Bundesliga Match Fact is built
Discover how player tracking technology and the AWS Cloud deliver insights from the playing field to the fans.
WHY BUNDESLIGA CHOOSES AWS
Bundesliga, Germany’s premier national football league, is using AWS to deliver real-time statistics that improve insights into game strategy and outcomes, and recommend personalized content for their 500 million global fans and partners across multiple channels. They are using AWS ML services including Amazon SageMaker, Amazon Personalize, and Amazon Rekognition and analytics to improve the broadcast product and are exploring new distribution formats to increase the global Bundesliga fan base, while transforming its business operations to help the league and its clubs build services, automate processes, enhance its use of data, and be more cost efficient.
Engaging and Delighting Fans
By using AWS, the Bundesliga is providing advanced real-time statistics and in-depth insights called Bundesliga Match Facts, and will bring personalized experiences to its fans. With over 500 million Bundesliga fans around the world, they will gain more advanced insights into players, teams, and the league because AWS’s leading technology will deliver a more personalized experience and the next generation of statistics.
Enhancing the Broadcast Product
Bundesliga uses AWS machine learning, AI, analytics, and other innovative technologies to improve the broadcast product and explore new distribution formats to increase the global Bundesliga fan base. By using AWS Media Services, Bundesliga games are being streamed with more flexibility and interactivity than ever to global fans, live and time-shifted within the event-stream on the IP-enabled device viewers prefer.
Improving Business Operations
GENERATIVE AI FOR SPORTS
Generative AI is helping reinvent the sports industry by increasing efficiencies and elevating fan engagement. Learn how AWS is helping leagues, teams and media & entertainment with this cutting-edge technology.
ENGAGING THE FANS
Bundesliga leverages AWS’s unmatched set of cloud services, including machine learning and analytics, to produce its set of advanced statistics, Bundesliga Match Facts. AWS and the Bundesliga are the first to deliver this unique combination of real-time advanced statistics and game analyses to soccer fans around the world.
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Keeper Efficiency
Many statistics are related to the tactical behavior of the teams, the accuracy in finishing, the general attacking behavior and much more. But only a few statistics explicitly dealt with perhaps the most important single position in soccer, the goalkeeper. The new Bundesliga Match Fact Keeper Efficiency provides fans insights on the skill of the goalkeeper.
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Most Pressed Player
Teams are using pressure as a technique to disrupt a player’s rhythm. Most Pressed Player shows how often a player is receiving significant pressure from his opponents by measuring the number of opposing players, their distance to the player in possession, as well as the direction of every players’ movement. This advanced statistic will also compare the number of pressing situations a player receives compared to pressure situations faced by his teammates, helping determine which players are pressured more often.
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Attacking Zones
As teams look to exploit defensive weaknesses to gain control of the ball and ultimately, score, Attacking Zones allows fans to see where teams focus their offense to create scoring opportunities. Attacking Zones are defined as an area on the field that a team uses to attempt to score a goal. This will show fans where a team is attacking and which side that team views as most opportunistic to score.
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Average Position: Trends
Evolving the Match Fact, Average Positions, this insight provide detail on specific in-game trends that result from events such as a red card, a goal, or a substitution with and against the ball.
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Skill
“Skill” combines the cumulative stats of every Bundesliga player to assess their skills: The “Finisher” excels at scoring goals; a “Sprinter” generates high maximum speed and reach on the field; an “Initiator” accumulates assists; and, a “Ball Winner” creates turnovers.
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Ball Recovery Time
Fans have a few metrics that follow style of play, but no metric highlights a key match metric: how quickly a team regains possession after losing the ball. Bundesliga Match Fact Ball Recovery Time automatically tracks team possession of the ball and instantly measures the time it takes to regain possession.
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Average Positions
Fans will now be able to see the positioning of a team’s players on the pitch and gain insight into the team’s intended playing style. Average Positions provides new insights based on analysis performed on data captured from tracking a player’s average location on the field, which is then displayed in real-time. This allows viewers to identify the current momentum on the field and understand tactical changes. The new statistic will help pinpoint if a team is setting up in an attacking or defending style, pressing up the middle, or utilizing the wings.
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xGoals
With xGoals, or Expected Goals, the Bundesliga can now assess the probability of a player scoring a goal when shooting from any position on the field. The goal probability is calculated in real-time for every shot to give viewers insight into the difficulty of a shot and the likelihood of a goal.
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Speed Alert
Speed Alert displays how fast a player can sprint at any given time during a match, as well as help provide a ranking of players by comparing the maximum speed between players, teams, seasons, and all-time Bundesliga records. Speed Alert provides the 500 million Bundesliga fans from across 200-plus countries worldwide an engaging way to validate their assumptions on who some of the fastest players are.
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Win Probability
"Which team wins the match?“ is arguably the most prominent question of each football match. Win Probability shows how the chances of winning change depending on the course of the game. Significant changes in the Win Probability are made visible by a corresponding graphic.
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Shot Speed
Have you ever wondered just how fast a shot from your favorite Bundesliga player travels? The newly introduced Bundesliga Match Fact (BMF) Shot Speed now allows fans insights into the incredible power and speed behind shots. Shot speed is more than just a number; it's a window into the awe-inspiring athleticism and skill of the Bundesliga players.
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Passing Profile
Passing Profile helps fans understand how players think and decide where to pass the ball. It also provides deeper insights into the pass quality and pass strength of players and teams, including which passing decisions they prioritize, such as an offensive pass, passing the ball back, or opening up play with a long ball.
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Set Piece Threat
Teams score more than a quarter of all goals from set pieces like free kicks and corner kicks. “Set Piece Threat” computes threat values for offense and defense situations to show how much of a threat a team is with their set pieces, and how good they are at defending them.
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Pressure Handling
Pressure Handling is a further development of the Most Pressed Player BMF and adds a quality component to the number of significant pressure situations a player in ball possession finds himself in. The new Bundesliga Match Fact aims to evaluate the performance of a frequently pressed player using different metrics. Central KPI is the Escape Rate which indicates how often a player resolves pressure situations successfully by keeping the possession for his team.
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Shot Effiency
Shot Efficiency, compares the actual number of goals that a player or team has scored with the cumulative value from Expected Goals (xGoals)—an existing Bundesliga Match Fact—which is the number of goals the player or team should have scored based on the quality of their attempted shots.
APPLYING MACHINE LEARNING TO THE DATA
By using AWS’s broad range of cloud-based machine learning capabilities, Bundesliga is providing deeper insights in the game.
IN THE NEWS
AWS and Bundesliga Unveil Two New Match Facts for the 2022-23 German Football Season
“Win Probability” and “Pressure Handling” join the portfolio of Bundesliga Match Facts (BMF), powered by AWS, to improve insights into match outcomes and big pressure plays.
AWS and Bundesliga Debut Two New Bundesliga Match Facts
“Set Piece Threat” will deliver new perspective on a team’s scoring ability from plays like freekicks and corner kicks, while “Skill” compares and characterizes Bundesliga players to quantify the skills they bring to their teams and positions.
Uncovering the hidden stories with Bundesliga Match Fact: Skill
How Bundesliga Match Fact “Skill” was built using AWS.
Developing Set Piece Threat on AWS
Dead balls are a crucial part of the game. Learn how this new Bundesliga Match Fact powered by AWS tells the story.
How “Passing Profile“ Was Developed
Simon Rolfes, Bundesliga Legend, together with AWS and DFL Data scientists, explain the rationales and processes behind the new Bundesliga Match Fact powered by AWS.
Learn More About Bundesliga Match Facts from the Expert
Simon Rolfes, Bundesliga legend and Sporting Director at Bayer 04 Leverkusen, details the new Bundesliga Match Fact “Attacking Zones."
The tech behind the Bundesliga Match Facts xGoals: How machine learning is driving data-driven insights in soccer
Using Amazon SageMaker, xGoals can objectively evaluate the goal-scoring chances of Bundesliga players shooting from any position on the playing field. This blog breaks down the tech that is powering this Bundesliga Match Fact.
Bundesliga Match Facts powered by AWS: Shot Speed is Match Fact Number 15
The new Bundesliga Match Fact is based on live tracking data: Shots on goal are measured by evaluating the position data of the ball.
PRODUCTS POWERING
BUNDESLIGA MATCH FACTS