According to embodiments of the present invention, machines, systems, methods and computer program products for analyzing data sources for inactive data are presented. Data accesses within one or more data sources are monitored, and data access information is generated based on the monitored data accesses, wherein the data access information indicates accessed and non-accessed data within the one or more data sources. The data access information is applied to a profile to identify inactive data within the one or more data sources, wherein the profile includes one or more criteria for determining inactive data including a time interval for data access. Notifications of the identified inactive data within the one or more data sources are generated.