A radar detector accesses a network interface module that enables communication of data to and from a server. The server executes analysis algorithms that analyze data received from multiple radar detectors to develop predictions about the likelihood of future alerts or threats in geographic locations. The server communicates the predictions to each of the radar detectors based on the geographic locations corresponding to each of the radar detectors. Each radar detector communicates alert levels as needed to its corresponding radar detector user based on predictions that correspond to the geographic locations corresponding to each of the radar detectors.