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 metrics are the most important for predicting football matches What data can be obtained through the football statistics API for predictions Metrics xG, xGA, and xPoints: how to use advanced statistics in the API How to take into account the form of the...
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 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...
Contents What is the «turning point» in a match and how to formalize it for an ML model Which sports APIs to use for obtaining real-time match data What data and metrics to collect through APIs to determine the turning point How to prepare the dataset and features for...
