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11tegen11 position map.ipynb using standard pitch module 2020-05-18 12:50:28 +05:30
11tegen11gif.ipynb 11tegen11 gif passsmap 2019-10-12 13:36:27 +05:30
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BarcaGoalLocByManagers.ipynb Barca and Messi Goals in messi matches compare by managers 2020-04-25 20:55:03 +05:30
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Dribbles by player and season.ipynb new pitch map 2020-05-18 13:15:27 +05:30
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MovingAvg.ipynb A new moving average IPYNB added 2019-12-09 22:56:08 +05:30
PassClusters.ipynb Clustering passes by a player using Statsbomb data 2020-02-29 19:47:01 +05:30
PassMap.ipynb adding 5 ipynb files 2019-06-03 17:01:10 +05:30
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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
StatsbombPitch.py New custom module for statsbomb pitch 2020-04-18 00:20:29 +05:30
Through_Ball.ipynb new pitch map 2020-05-18 13:55:48 +05:30
xGStatsbomb.ipynb using Statsbomb Freeze frame when there is a shot 2020-05-13 17:47:39 +05:30

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

11tegen11gif.ipynb

A interactive gif passmap is created for a frequency of every 5 minutes across both half

MovingAvg.ipynb

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