1. A system for predictive analytics in network reporting, comprising: a processor configured to: pre-process network-related data by performing exponential moving maximum (EMM) filtering on the network-related data, comprising to: aggregate a number of transactions per a period of time of network events over a plurality of periods of time to obtain the network-related data; and perform the EMM filtering on the network-related data; and determine predictive analytics based on the EMM filtered network-related data, comprising to: adjust a network capacity of a network based on the determined predictive analytics; and a memory coupled to the processor and configured to provide the processor with instructions.