A method that includes receiving, from a client device, a pre-selected period of time, and determining whether multiple data values corresponding to the pre-selected period of time exceeds a threshold permitted by a network service request is provided. The method includes determining an interval at which the network service request is made based on the pre-selected period of time, and constructing a query that requests the data values with a constraint, wherein the constraint reduces the data values corresponding to the pre-selected period of time to a subset of data values that preserve a data quality. The method also includes making the network service request using the query and displaying results received in a response to the network service request.