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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.

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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