Data consists of raw facts and symbols that are unstructured and have no meaning on their own. Information is derived from data when it is processed and organized, such as separating a sequence number into a date format. Knowledge is formed by applying context to information, like connecting a date to a person to understand it is their birthday. Data is transformed into information through processing, and information is transformed into knowledge when it can be used to make decisions.