Liverpool Goal Scene Analyzer

Overview

There are source code for vizualization and notebooks for analysis of Liverpool Goal Scene Dataset.

Dataset

• Friends-of-Tracking-Data-FoTD/Last-Row

Referenced Source Code

• Friends-of-Tracking-Data-FoTD/LaurieOnTracking
• andrewsimplebet/FoT-Player-Pitch-Control-Impact

Directory Tree

.
├── README.md                <- The top-level README for developers using this project.
│
├── datasets                 <- Dataset Dirctory
│   │
│   ├── positional_data      <- The original, immutable data dump.
│   └── preprocessed         <- The final, canonical data sets for modeling.
│
├── notebook                 <- Jupyter notebooks. Naming convention is a number (for ordering).
│   │
│   └── {Number}-{Name}.ipynb        <- Number means processing step, Name means Processing Title 
│               |
│               └── {Number}-{Name}.ipynb        <- Number means processing step, Name means Processing Title 
│                                               e.g. = 1.PreprocessingDataset.ipynb, 2-FitModel.ipynb, 
│                                                      3-VerificatePredictPerformance.ipynb
│
├── reports            <- Generated analysis as HTML, PDF, LaTeX, etc.
│
├── requirements.txt   <- The requirements file for reproducing the analysis environment, e.g.
│                         generated with `pip freeze > requirements.txt`
│
└── src                <- Source code in this project.
    │
    ├── main.py                        <- main application program
    ├── Metrica_PitchControl.py        <- compute pitch control
    ├── PlayerPitchControlAnalysis.py  <- for simulation of player pitch control impact
    └── Metrica_Viz.py                 <- vizualization functions