This project aims to analyze how Manchester City Women build an attack using the ball from different zones on the pitch, divided into four quarters. The analysis involves six steps, starting with exploratory data analysis, followed by data cleaning. The pitch is then divided into four quarters, each with their respective start and end zones. The labels for the quarters are assigned from left to right, with the goalkeeper being in the leftmost quarter labeled 'defensive'. The next three quarters are labeled 'predefensive', 'preoffensive', and 'offensive', respectively.
A points system is added to determine the most impactful passing. Finally, the data is visualized to provide a clearer understanding of the analysis.
To run this project, you need to have Python installed. Additionally, the following libraries are required:
- pandas
- numpy
- matplotlib
- json
- mplsoccer
You can install these libraries using the following command:
pip install pandas numpy matplotlib json mplsoccer
This project is licensed under the MIT License. See the LICENSE file for details.