1. A system, comprising: an interface; a software-based framework accessible from the interface, the framework being configurable to analyze at least a portion of service data that was collected for a software product being debugged for operating problems; a list of primitives in the framework to be applied to the portion of service data that was collected for a software product, wherein the framework is configured to analyze one or more identified operating problems by applying runs of software executable pre-processing steps, including one or more primitives from the list of primitives, to the portion of the service data collected for the software product being debugged, wherein the runs of pre-processing steps identify data elements in the portion of the service data collected for the product being debugged; and a data storage module coupled to the framework, the data storage module including a repository of data analysis runs performed prior to the portion of service data collected for the software product being debugged, wherein the framework is configured to: receive a keyword input corresponding to one or more identified operating problems provided to the interface, and provide one of the data analysis runs from the data storage module including the received keyword input.