To do list

[JoGall]

A rough list of functions and utilities I'd like to add to the package. Recommendations welcomed!

🚧 = under construction 💡 = still just a pipedream

Visualisations

💡 Post-match odds based on simulating shots 🚧 Voronoi diagrams / Delaunay triangulation / convex hull 🚧 Wrapper functions to animate metrics frame by frame 💡 Defensive coverage plots

Advanced analytics

🚧 Wrapper functions for common metrics (xG, xA, forward progressions, PossAdjT&A, etc...) 💡 Event sequence plots and possession sequence metrics (possession spell and final product, i.e. does it end in final third, end in shot, end in goal) 💡 Directness, synchronisation of movement direction, space utilisation) 🚧 Space control / dominance (e.g. ratio of Voronoi areas / convex hull areas) 💡 Goalscoring threat (xG in each frame based on view to goal based on distance / angle of ball from opposition goal, number of defending players in front of goal, number of attacking players nearby, etc..); similar to this 🚧 Pressing effectiveness (e.g. average distance of defending players from ball, area of bounding box formed by defending team, time for n nearest players to close gap after possession change, etc..)

Machine learning stuff

💡 Infer individual ball possession 💡 Infer shot and pass events 💡 Modelling optimal positioning with deep imitation learning 💡 Automated formation discovery

Misc.

🚧 Add option Juego de Posicion pitch markings 💡 Make a geom_pitch layer as a less monolithic plotting function 🚧 New system for working across multiple data sources (i.e. transform StatsBomb / Opta / whatever data so they can be used in a single function for xG plots / passmaps / whatever) 🚧 Add to list of true pitch dimensions

[JoGall]

theme argument with light, dark, and grass options added to soccerShotmap function.

Will add to soccerPitch function and its dependants soon.

[Bustami]

Hi mate. Maybe you could be interested to add some code from "soccerAnimate" function that i just created in order to work with Stats insights tracking data. Here: https://github.com/Bustami/DatoFutbol/tree/master/TrackingDataTest Cheers