This disclosure relates to a system configured to identify geolocations in a rail network where rail vehicle events are likely to occur. In some implementations, the system may include one or more of a processor, a computing system, electronic storage, external resources, and/or other components. The system may be configured to illustrate the geolocations in the rail network where rail vehicle events are likely to occur on a map of the rail network, predict geolocations in the rail network where rail vehicle events will likely occur, generate coaching information based on the identified geolocations, and/or perform other actions.