Arnau Til ArrabalUnderstanding SHAP Library: xG Black Box Model InterpretationNow that we’ve got a grasp on the theory behind the SHAP library, let’s apply our newfound knowledge to a machine learning model. We will…Oct 12, 2023Oct 12, 2023
Arnau Til ArrabalCAMPEONAS : Spain’s 2023 World Cup Triumph through Data AnalysisLa valentía es como el fuego; si no se le da de alimento, muere.Aug 31, 2023Aug 31, 2023
Arnau Til ArrabalElo Ratings: Explaining Their Application and Power through League SimulationBest team of the world based on ELO ratings, redundancy aside.Aug 24, 20232Aug 24, 20232
Arnau Til ArrabalSergio Ramos & Leonhard Euler: An introduction to Graph TheoryWe are talking about geniouses. Both stand out as exceptional prodigies, shining with brilliance from an early age. They share the…Aug 17, 2023Aug 17, 2023
Arnau Til ArrabalThe Pursuit of Fantasy Leagues Ep.1: League and Squad Assessment via AnalyticsCan data-driven decisions help me secure victory in the Fantasy League against my friends? Throughout this series of articles, I will…Aug 10, 2023Aug 10, 2023
Arnau Til ArrabalContextualization of Data in Sports Analytics: The Art of Informed TruthTruth is like the sun. You can shut it out for a time, but it ain’t goin’ away.Aug 3, 2023Aug 3, 2023
Arnau Til ArrabalThe Central Limit Theorem in Sports Analytics: Unraveling the Home-Field Advantage Mystery in…The Central Limit Theorem (CLT) is an essential tool in the arsenal of a sports analyst as it aids in validating statistics, assessing the…Jul 27, 2023Jul 27, 2023
Arnau Til ArrabalPython Tutorial: Stacked Barplot. Goalscorer dependencies in PES6This type of plot is particularly useful when analyzing data where multiple factors contribute to an outcome, and understanding the…Jul 20, 2023Jul 20, 2023
Arnau Til ArrabalFrom Similarity to Uniqueness: A Shift in Football Player Recruitment and Profile-Based ScoutingMy model, though simple, is highly effective. By analyzing a group of players sharing the same profile, it can determine which variables…Jul 13, 2023Jul 13, 2023
