Innovation in latest technologies have provided means to gather data using various ways. Almost all the domains generate, store, and analyze the data for the improvement of the services they provide. The healthcare industry too generates a significant data which is used for improving public healthcare. While dealing with health data, it is necessary to follow appropriate data ethics as health data is considered the most sensitive and it needs to be properly collected, stored, processed and shared with different domains. This research paper discusses about the various data ethics to be followed to handle individual's health data, suggests a framework to deal with this data and a use case is suggested to understand the data ethics tenets.