Introduction The Subway, a vital component of urban transport systems, is essential for alleviating traffic congestion and promoting economic growth. With more cities investing in subway systems to combat pollution and improve commuter efficiency, the topic remains highly relevant in today’s context. The impact of subway systems on urban mobility cannot be overstated, as they