Contents What are pressure graphs in football and how to read them Momentum metric in football: what it is and how the graph is constructed Shot-quality and xG in football: how to interpret the quality of shots from the graph How to assess a team’s advantage...
Contents What is xThreat (xT) in football and how does it measure attacking threat How the xThreat model works: calculation principle and key parameters How xThreat differs from xG and other football analytics metrics What data is needed to calculate xThreat and how...
Contents Pressing intensity in football what is this indicator in simple words How is pressing intensity calculated and what data is needed Pressing intensity in match statistics how to interpret the metric value How to obtain pressing intensity data through sports...
Contents What is ball possession in football and how is it counted in statistics Why a high percentage of ball possession does not guarantee a team’s victory What statistical indicators more accurately reflect a team’s strength than ball possession What...
Contents What is team dominance in sports and how to measure it using match data What data from the sports API is needed for the team dominance detection model Choosing metrics and features for the team dominance model based on match statistics How to prepare data...
Contents How to obtain sports data via API for machine learning Cleaning sports data from missing values, outliers, and duplicates before ML Normalization and scaling of sports metrics for machine learning models How to combine sports data from different APIs and...
