sportowe_wizualizacja/README.md

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2019-06-04 07:05:42 +02:00
# 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
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## PassMap.ipynb
Contains the passes by a player and heatmap for the same
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## Through_Ball.ipynb
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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
2019-06-19 06:47:38 +02:00
## 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)
2019-08-02 17:13:57 +02:00
## Squad age Profile.ipynb
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
2019-10-12 10:08:58 +02:00
## 11tegen11gif.ipynb
A interactive gif passmap is created for a frequency of every 5 minutes across both half
2019-12-09 18:37:38 +01:00
## MovingAvg.ipynb
2019-12-09 18:40:42 +01:00
A Ipynb which plots moving 5 average and compares a bunch of metric from csv taken from [fbref](http://fbref.com/) inspired from [statsbomb](https://statsbomb.com/) and [Jose Perez](https://twitter.com/jcperez_/status/1203876153632677888) tweet
##PassClusters.ipynb
2020-02-29 16:07:03 +01:00
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