A visualization and predictive analytics which uses statsbomb data to visualizes metrics like shot location, through ball pass, passmap, heatmap of a player, xG of a shoot
Contains the passes by a player and heatmap for the same
pass collection of which were classification of through ball and which are assists
A WIP module which calculates the probability of a shot being a goal.
Mapping of where a shot had been taken from
Average touch position of 11 starting players
plots number of dribbles by a player in certain part of pitch and above certain threshold time and length(dribble)
a Scatter plot which visualises players' Age vs minutes played data from soccerway inspired from petermckeever's work
A interactive gif passmap is created for a frequency of every 5 minutes across both half
A Ipynb which plots moving 5 average and compares a bunch of metric from csv taken from fbref inspired from statsbomb and Jose Perez tweet ##PassClusters.ipynb Code which clusters a player's passes into 25(configurable) buckets using K-means ##BDOviz.ipynb Code to visualize the BDO votes recieved by players
A passmap viz code mostly from McKayJohns for statsbomb data and big thanks to mplsoccer