About the repo

Analysing Dribbling Performance in Women's Soccer

The code in this repo was developed to analyse StatsBomb 360 data on the Women's World Cup 2023, with a special focus on dribbling and carry actions.

In this repo uses data from https://github.com/statsbomb/open-data. For analysis, the following scripts are used:

Calculation of non-pressure based expected threat values via https://alpscode.com/blog/expected_threat_optimization/
Pipeline to evaluate dribbles / carries with respect to their risk and value
Analysis of dribbles / carries on a position and player level

Name		Name	Last commit message	Last commit date
Latest commit History 10 Commits
data		data
graphics		graphics
results		results
1_calculating_xT.ipynb		1_calculating_xT.ipynb
2_preprocessing.ipynb		2_preprocessing.ipynb
3_Evaluating_Dribbles.ipynb		3_Evaluating_Dribbles.ipynb
README.md		README.md
requirements.txt		requirements.txt