Introduction Southern Rail is a vital transport service for thousands of commuters in southern England, linking London with various towns and cities in the region. Its performance and operational reliability have significant implications for both daily commuters and local economies. Recently, Southern Rail has come under scrutiny due to ongoing operational challenges and public concerns