The nature and quality of data streaming from various available sources, to a large degree, shed light on how transportation systems can meet evolving transport demand. Efficient data management and analyses are vital to making ITS work. Capturing data from multiple sources and processing it in the ITS will enhance the current capabilities of traffic control systems and optimize operations. Multi-source data management in ITS can increase system productivity, traveler safety, and reduce carbon emission.