What are some examples of insightful analysis of football matches that have been done using xG data?

Oct 14, 2024 ... To calculate xG, vast amounts of data are collected for each shot, including: ... As football analytics has grown, it's also transformed ... Feb 11, 2020 ... Who wins the game? We'll write a function that takes two arguments – the home team xG, and the away team xG. Inside that function we can store ... Jun 13, 2021 ... They play a key role in transporting expected goals and by extension football analytics as a whole into mainstream discourse, and so I feel that ... Sep 13, 2023 ... The utilization of metrics such as expected goals (xG) has the potential to provide teams with a competitive... In association football, expected goals (xG) is a performance metric used to evaluate team and player performances. Apr 12, 2023 ... And this Statsbomb data is a really great source to start learning football analytics. However, after I looked around for other references, I ... Jun 26, 2022 ... xG metric isn't something new in the world of football anymore, you can find it on almost every football web portal, but normally you will ... Oct 30, 2020 ... A chronological table of shots during the course of the match which provides the viewer with a lot more detail about any individual shot. Nov 28, 2023 ... In this regard, xG, which is defined as the probability of a shot resulting in a goal, has become one of football's primary measures of player ... Jan 6, 2024 ... This analysis employs one key model for football betting predictions: the Vanilla xG Poisson model and an exploration of variance through ...