Category: Research & Analysis
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Champions League Quarter-Finals Preview: Tactical Trends, Data Insights & Key Absences
Introduction The UEFA Champions League quarter-finals are upon us, and the matchups couldn’t be more compelling. From elite European giants to tactical innovators, this stage features not just footballing excellence, but also the nuances that data can unveil. In this preview, we break down all four ties through a combination of advanced metrics, radar charts,…
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MLS 2025: Data-Driven Insights from the First 5 Rounds
Introduction The 2025 MLS season is underway, and after five rounds, we can begin identifying emerging trends across teams. This in-depth analysis dissects both offensive and defensive performances using key advanced metrics. Through a series of scatter plots, we explore how different teams approach the game-whether it’s through high pressing, ball possession, or efficiency in…
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Top 10 Advanced Football Metrics: Unveiling Europe’s Best Performers
Football analytics has revolutionised how we evaluate player performances beyond traditional stats like goals and assists. Advanced metrics provide a deeper understanding of a player’s influence on the game, measuring key aspects such as goal probability, playmaking efficiency, defensive contributions, and aerial dominance. In this analysis, we break down 10 cutting-edge performance indicators from Europe’s…
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Evolution in Numbers: Comparing the 2023/24 and 2024/25 Seasons Across Europe’s Top 5 Leagues
Key Insights Introduction The ever-evolving landscape of European football offers an intriguing opportunity to analyze how teams adapt, evolve, and shift their tactical priorities from one season to the next. With the 2024/25 season heading into its final third, it is time to take a data-driven deep dive into the Premier League, Serie A, La…
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Winter Transfer Shockwaves: Breaking Down the 7 Biggest Moves of the Window
Key Insights: The Winter Market Recap: Bold Moves, Big Expectations The January transfer window never fails to surprise, and this year was no exception. While some clubs opted for strategic depth, others made headline-grabbing moves that could reshape the landscape of European football. From Kvaratskhelia’s sensational switch to PSG to Rashford’s unexpected transfer to Aston…
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Soccerment insights: 2.Bundesliga: A Fierce Battle at the Top – 9 Teams Within 6 Points
Key Insights: 9 Teams, 6 Points: An Unprecedented Title Race The 2. Bundesliga has become one of the most thrilling leagues in Europe this season, with an intense title race. After 19 games, no fewer than nine teams are separated by just six points at the top of the table. As shown in the image…
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Soccerment Insights:The Age and Youth Balance: A Deep Dive into Football’s Developmental Trends
Key Insights: The Age and Youth Conundrum Across Football Leagues This scatter plot provides a fascinating lens into the dynamics of youth integration across football leagues, juxtaposing the average age of each league against the percentage of minutes played by Under-21 players. The findings are insightful, highlighting the leagues that truly invest in nurturing young…
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Soccerment Insights: Finding Rodri’s Replacement for Manchester City with Soccerment’s AI Scouting Tool
Key Insights: – Rodri’s role is fundamental in Guardiola’s system, combining passing precision, defensive solidity, and possession control.– The injury that ruled out the Ballon d’or holder for the rest of the season poses a significant tactical challenge for Manchester City.– Thanks to our scouting tool, we identified potential replacements, all aged between 20 and…
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AERO: a new aerial skill metric
In this blog post, we introduce our new Aerial Elo Rating Optimization (AERO) index, a new metric focused on aerial skill. Aerial skill metrics and the case for an Elo rating Aerial duels can be a key event in football on both ends of the pitch, and the relative skill between defenders and forwards in…
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One-twos: a new metric for associative ball progression and chance creation
Ball progression and chance creation are key phases of play in football, which can be achieved in several ways. In this article, we introduce a new metric which quantifies a specific mode of associative ball progression and chance creation: one-twos. We describe our empirical definition of one-two in event data and characterize the resulting data…
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