Exploring Patterns and Trends in MMA

Here’s a presentation slides to a UFC data analysis project I recently put together. The motivation behind the project was to analyze UFC match data and identify interesting patterns and trends in the sport. The data was scraped from http://ufcstats.com/ and provide comprehensive statistics on fighters and matches from past events. The collected data included events from UFC 1 (Nov 12, 1993) to UFC on ESPN (May 30, 2020).

GitHub repository: https://github.com/cinhui/ufc-events-stats

Technologies used: Python, Pandas/NumPy, Matplotlib, Plot.ly, Scikit-learn Beautiful Soup, HTML/CSS