Project Overview

In this project, we will be performing exploratory data analysis on the dataset for the 2021-22 English Premier League season to find insights about player and team statistics.

Project Steps

- Import relevant libraries

- Download and import dataset

- Data Collection

- Data Preprocessing

- Exploratory Data Analysis (EDA)

- Data Visualization:

- Statistical Analysis

- Insights

Code

Premier_League_Analysis-22.ipynb - a Jupyter notebook that contains all of the code.

Packages

The following were used in this project:

• JupyterLab
• Python 3.10+
• Pandas,numpy: For data manipulation and analysis.
• Matplotlib, Seaborn, Plotly: For data visualization.

Data

The dataset for the 2021/22 EPL season used in this project was downloaded from kaggle.com