This repository houses an exploratory analysis of football player statistics for the 2021-2022 season in the European Leagues. The dataset used in this analysis provides player stats per 90 minutes, and the data encompasses players from prominent leagues such as the Premier League, Ligue 1, Bundesliga, Serie A, and La Liga.
The dataset was obtained from a public repository on Kaggle, available at 2021-2022 Football Player Stats. It includes comprehensive information on player performances, allowing for in-depth insights into the dynamics of each league.
The primary goals of this project are as follows:
Descriptive Analysis: Conduct an exploratory analysis of the main European football leagues, unraveling trends, patterns, and notable statistics that characterize player performances.
Data Visualization: Utilize data visualization techniques to present compelling insights and patterns that aid in understanding the dynamics of the football leagues.
Brazilian Player Contribution: Evaluate and highlight the contribution of Brazilian players in each league, shedding light on their impact and influence within the European football landscape.
Repository Structure
Notebooks: This directory contains Jupyter notebooks used for the exploratory analysis, providing step-by-step insights into the data exploration and visualization processes.
Data: The dataset used for analysis is stored in this directory. It ensures transparency and reproducibility by keeping the data easily accessible.
Feel free to explore the notebooks and data to gain a deeper understanding of the intricacies of the 2021-2022 football season in the European Leagues.