Trying To Find Similar Players 2.0

Last year I tried to find similar players by looking at the Euclidean distance of the average position of a players events (shots, key passes, passes etc), before going on to measure output/production as a percentage and seeing which players had the most similar averages and output numbers. While the results weren’t terrible, the method had […]

Trying to Find Midfielders

With midfielders often being the most involved in games, looking for midfielders can be tough. Midfielders are often expected to be more well-rounded than other positions, meaning it’s even more important to holistically assess their skill set as opposed to just looking at metrics in isolation. With this in mind I thought it’d be fun […]

Vertical Passing 2.1: Distance and Clustering

After defining what a vertical pass is in Vertical Passing 2.0, and being satisfied with the results, the next step is to start breaking these passes down and looking at the different types of vertical passes. This came about after a short conversation with @SaturdayOnCouch, who has also done some interesting things looking at different pass […]

Vertical Passing 2.0

Having previously looked at vertical passing in relation to Everton last season, one of the main issues was with defining a vertical pass. The method I used said a pass couldn’t be more than 10 units either side of the start point and must be forwards. This meant a lot of passes that weren’t actually […]

Exploring Expected Goals With StrataBet Data: Part Three – Creativity II

Following on from part two which looked at the action that preceded a shot, part three will take a step back and look at the secondary assist – the action before the action that preceded the shot. The secondary assist isn’t something that is regularly recorded in football but provides an interesting look at players […]

Exploring Expected Goals with StrataBet Data: Part Two – Creativity I

After looking at how the defensive side influences the expected goal value of a shot in part one, part two will look at how the attacking side impacts a shots value by looking at what action preceded it. The plot that I used in part one to show how the probability of a goal decreases […]