Within communication theory, Information is more about what you could say than what you do say. Information is defined as the logarithm of the number of choices; The amount of freedom of choice we have in assembling messages.
Information should not be confused with meaning. Both meaningful and meaningless messages are equivalent as far as information theory is concerned.