This repository contains an Exploratory Data Analysis (EDA) of EPL seasons, revealing key insights and trends within a given dataset.
This EDA uncovers insights about:
Goal Patterns - High scoring teams, low scoring teams, and top six (6) performing football clubs
Home-Away Goal Performance - Distribution of goals accross home teams and away teams, home goals and away goals
Seasonal Trends - Goals per season, corners per season and periodic patterns
Disciplinary trends - Card distribution patterns, card count, EPL fouls
Referee Insights - Referee appearance per season, officiating trends
Match Trends - Seasonal match patterns, home wins, away wins, draws, home advantage, and cummulative goals
'English Premier League Dataset.xlsx': Dataset used for the analysis
'2014 - 2024 English Premier League Analysis Report.pdf': Report summarizing findings of the analysis
Download the repository
Preview the dataset & analysis
Explore the dashboard
For questions or collaboration, kindly contact kedei.eyong@yahoo.com