While big data has certainly opened up a whole new range of possibilities, I would like to suggest a distinction between surface big data and deep data.
Surface data is just data about others: what others do and say. That is what almost all current big data is composed of. Deep data is used to make people and communities see themselves. Deep data functions like a mirror: it makes you see yourself–both as an individual and as a community.