Data are values of qualitative or quantitative variables, belonging to a set of items.

http://en.wikipedia.org/wiki/Data

Set of items: Sometimes called the population; the set of objects you are interested in

Variables: A measurement or characteristic of an item

Qualitative: Country of origin, sex, treatment

Quantitative: Height, weight, blood pressure

What do data look like?