s444463
/
sportowe_wizualizacja
1
0
Fork 0
Code Issues Pull Requests Projects Releases Wiki Activity
110 Commits 1 Branch 0 Tags 2.8 MiB
Jupyter Notebook 99.6%
Python 0.4%
Go to file
Mikołaj Pokrywka a3632acda9 wip 2022-11-15 18:27:23 +01:00
538 LaLigaPredictions auto commit 2021-05-17 09:57:54 +05:30
my_events wip 2022-11-14 11:30:57 +01:00
snaps new file 2021-04-10 14:14:10 +05:30
11tegen11 position map.ipynb invert y_axis and hide ticks added 2020-11-09 17:29:20 +05:30
11tegen11gif.ipynb 11tegen11 gif passsmap 2019-10-12 13:36:27 +05:30
BDOviz.ipynb Adding the BDO viz notebook 2020-02-29 20:28:59 +05:30
Balon d'Or 2019 Stats - Sheet1.csv Adding the BDO viz notebook 2020-02-29 20:28:59 +05:30
BarcaGoalLocByManagers.ipynb Barca and Messi Goals in messi matches compare by managers 2020-04-25 20:55:03 +05:30
Dribbles by player and season.ipynb new pitch map 2020-05-18 13:15:27 +05:30
LICENSE Create LICENSE 2020-10-20 13:56:07 +05:30
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 wip 2022-11-15 18:27:23 +01:00
Passmap 11tegen.ipynb passmap 2021-04-10 13:57:09 +05:30
README.md updated readme 2021-04-10 14:01:50 +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
_config.yml Update _config.yml 2020-11-03 17:12:52 +05:30
index.md file fix 2021-04-10 14:14:55 +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
xGStatsbomb.ipynb using Statsbomb Freeze frame when there is a shot 2020-05-13 17:47:39 +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

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

Passmap 11tegen.ipynb

A passmap viz code mostly from McKayJohns for statsbomb data and big thanks to mplsoccer