Data privacy is a core principle of data security that concerns the correct handling of data with respect to consent and regulations. It is intimately connected to data security; one cannot exist without the other.
In a nutshell, practical data privacy revolves around three core concepts:
Whether data is shared with third parties, and how;
How information is legally collected and stored; and
Data privacy standards and legislation that cover a particular region.