Introduction The M25, also known as the London Orbital Motorway, is one of the busiest motorways in the UK, crucial for both local and long-distance travel. Understanding traffic conditions on the M25 is essential for commuters, transport professionals, and anyone planning to travel around London. Current data indicates increasing congestion during peak hours, making awareness