Abstract: Systems, methods, and computer-readable storage media for global modeling. One system includes a first data structure, a second data structure, a machine learning (ML) system and a processing circuit. The processing circuits includes one or more processors and memory storing instructions that, when executed, cause the processing circuit to determine trends corresponding to the one or more accounts for a third-party entity of the plurality of entities and transaction types. The instructions further cause the processing circuit to receive a request for a report. The instructions further cause the processing circuit to retrieve an exchange history. The instructions further cause the processing circuit to determine the corresponding data item. The instructions further cause the processing circuit to generate the report according to the request, the report including a content item including information corresponding to the trend map for the subset of third-party entities.