The document defines variables in Java, categorizing them into three types: local variables (declared within methods), instance variables (declared in classes but outside methods), and static variables (declared as static). It also describes data types in Java, which are divided into primitive data types (such as boolean and numeric) and non-primitive data types (like strings and arrays). The document emphasizes the distinctions between these variable types and data categories.