A data driven investigation into UFC fight outcomes (1994–2025). This analysis uses R and web scraped data from UFCStats.com to explore how weight classes, championship status, and in-fight events like knockdowns influence whether a fight ends by KO, submission, or decision. Includes custom visualizations and a longitudinal look at how finish rates have evolved as the sport professionalizes.

This document contains the analysis of UFC fighters using data obtained through web scraping for a BAIS class at Xavier University.

This an assignment for our R class, where I go over the uses of the Odds API and retrieve data through it.

This HTML report introduces Robert Kirby, a Xavier University student pursuing a double major in Finance and Business Analytics. The report highlights his academic background, professional experience in social media management and customer-facing roles, and his experience with R, SQL, Excel, Tableau, and Bloomberg. It also includes a personal photo and demonstrates basic R Markdown formatting, making it a complete, interactive introduction.