Method and apparatus for analyzing service disruptions in a communication network is described. In one example, data indicative of the service disruptions are obtained across a period of time. External condition data related to the service disruptions are obtained. Historical trend data are established by correlating the data with the external condition data to identify at least one statistical trend. In one example, external conditions may be monitored and alarms may be generated for instances where the external conditions exhibit the historical trend data.