Go to file

koushik 4cff1a5f88 11tegen11 gif passsmap		2019-10-12 13:36:27 +05:30
11tegen11 position map.ipynb	graph center circle to white	2019-07-26 21:16:36 +05:30
11tegen11gif.ipynb	11tegen11 gif passsmap	2019-10-12 13:36:27 +05:30
Dribbles by player and season.ipynb	first commit	2019-07-26 21:28:36 +05:30
PassMap.ipynb	adding 5 ipynb files	2019-06-03 17:01:10 +05:30
predict_Xg.ipynb	adding 5 ipynb files	2019-06-03 17:01:10 +05:30
README.md	Update README.md	2019-08-02 20:44:24 +05:30
shot_mapping.ipynb	adding 5 ipynb files	2019-06-03 17:01:10 +05:30
shots_visuals.ipynb	adding 5 ipynb files	2019-06-03 17:01:10 +05:30
Squad age Profile.ipynb	squad age profile	2019-08-02 20:40:32 +05:30
Through_Ball.ipynb	added assist and through_ball	2019-06-04 10:33:23 +05:30

README.md

Football-Analytics

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

PassMap.ipynb

Contains the passes by a player and heatmap for the same

Through_Ball.ipynb

pass collection of which were classification of through ball and which are assists

predict_Xg.ipynb

A WIP module which calculates the probability of a shot being a goal.

shot_mapping.ipynb

Mapping of where a shot had been taken from

11tegen11 position map.ipynb

Average touch position of 11 starting players

Dribbles by player and season.ipynb

plots number of dribbles by a player in certain part of pitch and above certain threshold time and length(dribble)

Squad age Profile.ipynb

a Scatter plot which visualises players' Age vs minutes played data from soccerway inspired from petermckeever's work