sportowe_wizualizacja/README.md

# Football-Analytics
A visualization and predictive analytics which uses [statsbomb](https://github.com/statsbomb/open-data) 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](https://us.soccerway.com) inspired from [petermckeever's](petermckeever.com/2019/04/creating-squad-age-profiles/) work
added read.me filr 2019-06-04 07:05:42 +02:00			`# Football-Analytics`
citing https://github.com/statsbomb/open-data 2019-06-06 14:01:26 +02:00			`A visualization and predictive analytics which uses [statsbomb](https://github.com/statsbomb/open-data) data to visualizes metrics like shot location, through ball pass, passmap, heatmap of a player, xG of a shoot`
added read.me filr 2019-06-04 07:05:42 +02:00			`## PassMap.ipynb`
			`Contains the passes by a player and heatmap for the same`
Update README.md 2019-06-04 07:06:26 +02:00			`## Through_Ball.ipynb`
added read.me filr 2019-06-04 07:05:42 +02:00			`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`
info fot 11tegen11 position map.ipynb 2019-06-19 06:47:38 +02:00			`## 11tegen11 position map.ipynb`
			`Average touch position of 11 starting players`
new file added details on Dribbles by player and season.ipynb 2019-07-29 07:14:55 +02:00			`## 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)`
updated 1 record 2019-08-02 17:13:57 +02:00			`## Squad age Profile.ipynb`
Update README.md 2019-08-02 17:14:24 +02:00			`a Scatter plot which visualises players' Age vs minutes played data from [soccerway](https://us.soccerway.com) inspired from [petermckeever's](petermckeever.com/2019/04/creating-squad-age-profiles/) work`