A method for automatically parsing non-uniform telecommunication data includes receiving a telecommunication record including a listing of communications between a first telecommunication device and second telecommunication devices, and, for each communication, one or more of: communication duration data, communication direction data, communication type data, communication date and time data, cell site references, and first or second telecommunication device identifiers. A telecommunication provider associated with the first telecommunication record is identified based on a format of the first telecommunication record. A telecommunication provider rule set is selected that defines how to transform the first telecommunication record into a normalized telecommunication record. The first telecommunication record is transformed according to the selected rule set to generate the normalized telecommunication record. Transforming the first telecommunication record includes mapping the cell site references to corresponding geographic locations according to a first cell site key and appending the geographic locations to the first telecommunication record. An interactive report can be generated to display a relationship between the first telecommunication device and the second telecommunication devices.