Introduction The A12 is a major road in the East of England, connecting the capital city of London to various towns and cities, including Chelmsford and Lowestoft. Due to its significance for daily commuters and logistics, understanding the traffic conditions on the A12 is essential for efficient travel and planning. Recently, fluctuating traffic patterns, roadworks,