Data Analytics in Traffic Jam Violation

Urban regions around the world struggle with the serious problem of traffic congestion, which has a negative impact on quality of life, environmental degradation, and huge economic losses. Researchers have concentrated on deciphering the reasons of traffic congestion and creating efficient solutions. This study gives a thorough analysis of research investigations that look into violations of traffic jams using data analytics approaches. This study intends to offer insights into the state-of-the-art approaches, data sources, problems, and future directions in this topic by analysing and synthesizing the existing literature.