The data on the CDC COVID Data Tracker is collected from multiple sources, including state and local health departments, hospitals, laboratories, and other healthcare providers. The CDC employs rigorous data validation and processing protocols to ensure accuracy and timeliness. This involves cleaning, standardizing, and integrating data from different sources to provide a coherent and reliable dataset.