Traffic problems in Bac Giang have become a pressing issue, with congestion being a common occurrence on the roads. The rapid urbanization and increasing number of vehicles have exacerbated the situation, leading to frequent traffic jams, especially during peak hours. Additionally, reckless driving behaviors and inadequate infrastructure further contribute to the challenges faced by commuters. Efforts to alleviate the congestion include the construction of new roads and the implementation of traffic management measures. However, more comprehensive solutions are needed to effectively address the traffic issues in Bac Giang and improve the overall transportation system.