Manchester United 2023/2024 Premier League Data Analysis

📊 Project Overview

This project analyzes Manchester United's performance in the 2023/2024 Premier League season. The analysis covers team statistics, and trends throughout the season. The goal is to uncover insights about the team's strengths, weaknesses, and key factors influencing their results.

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🔍 Objectives

1. Team Performance Analysis:

   • Wins, draws, and losses.
   • Home vs. away performance.
   • Goals scored and conceded over the season.

2. Margin for Wins and Losses:

   • The margin of goals for wins.
   • • The margin of goals for losses.

3. League Table:

   • Basic calculations to create a premier league table

4. Referee Analysis:

   • Compare the referee officiating the Manchester United games.

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⚽ Data Sources

1. Kaggle (https://www.kaggle.com/)
   • Search for historical datasets related to the Premier League.

🛠️ Tools and Technologies

• Python:
  • Libraries: Pandas, NumPy, Matplotlib, Seaborn, Plotly.
• Jupyter Notebooks: For interactive data exploration.