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This book provides an account of the use of computational tactical
metrics in improving sports analysis, in particular the use of
Global Positioning System (GPS) data in soccer. As well as offering
a practical perspective on collective behavioural analysis, it
introduces the computational metrics available in the literature
that allow readers to identify collective behaviour and patterns of
play in team sports. These metrics only require the bio-dimensional
geo-referencing information from GPS or video-tracking systems to
provide qualitative and quantitative information about the tactical
behaviour of players and the inter-relationships between teammates
and their opponents. Exercises, experimental cases and algorithms
enable readers to fully comprehend how to compute these metrics, as
well as introducing them to the ultimate performance analysis tool,
which is the basis to run them on. The script to compute the
metrics is presented in Python. The book is a valuable resource for
professional analysts as well students and researchers in the field
of sports analysis wanting to optimise the use of GPS trackers in
soccer.
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