What is the difference between demographic data and visit level data?

Demographic data is information about the patient (Gender, Date of Birth, etc). This is information which is static and will not change. Visit Level Data would be data collected at individual visits throughout the study, such as Vitals (Pulse, Blood Pressure), Physical Exam, Lab Results, etc. These data may very well vary from visit to visit.