Big Data

In today's data-driven world, Big Data plays a crucial role in analyzing vast amounts of information to uncover patterns, trends, and valuable insights. This section showcases key techniques I have learned through my coursework to process, analyze, and visualize data efficiently using Python. From data cleaning and transformation to exploratory analysis and advanced modeling, these methods help extract meaningful insights and support informed decision-making.

Pizza Charts

Player Comparison

Beeswarm

Heat Maps and Passing

Passing Points

Passing Heat Map

Actions Radar

Passing Networks

Shot Map with xG Visualization

xG per 15 Minutes

Data Scraping of Events