1. A method for assigning confidence levels to data, comprising: analyzing at least one data stream from at least one social media account associated with an entity to generate historical data for the entity; comparing the historical data for the entity to profile data in an entity profile of the entity; determining at least one confidence level based on the comparing; and assigning the at least one confidence level to at least one data item in the profile data.