Professional Cyclist Similarity
Introduction How do we define what makes two cyclists similar? In this project, I analyzed professional peloton data to build a cyclist recommendation system. Using data cleaning techniques and vector distance metrics, I managed to identify which riders share similar performance profiles, regardless of their team or nationality. Development Process The project focused on transforming raw tabular data into comparable performance profiles. 1. Data Collection The data was obtained from public sources, specifically after an exhaustive search, I decided to use those provided at Cycling Oracle ...