Privacy: The privacy of the data must be taken into consideration since some data are supposed to be kept private. So, when collecting the data, the collector should check whether he/she is allowed to obtain the data. For example, in Twitter, some accounts are private and if the collector accessed them without authorization, then it will cause privacy violation