This project presents a complete data engineering, analytics, machine learning, and Streamlit dashboard pipeline focused on the Abbott World Marathon Majors: Tokyo, Boston, London, Berlin, Chicago, and New York City. Covering the 2018 to 2025 seasons, it analyzes more than 628,000 runner records and 86 verified winner entries.

Treinante is a running analytics platform for importing runs, analysing training, tracking progress, and using practical training tools. It is designed for road, trail, track, and mixed runners, with features that adapt to the data each runner provides.