Data metric development

  • Using AutoRegressive Integrated Moving Average (ARIMA) to predict future shot locations for Liverpool in Premier League
  • Progressive Long Pass Score: giving meaning to a long pass from the start location
  • Actionable analysis: Individual Header Rating (IHR) determines choices in blockers vs runners
  • The idea behind the threat: Creating Pass Progression Score (PPS)
  • Proactive vs Reactive defence score: Measuring in what way defenders like to engage in defensive activities
  • Goalkeeper Sweeper Pass Score: Measuring how a sweeping action can contribute to progression