RAnDMS will study, implement and evaluate Real-time Data and Visual Analytic techniques to enable emergency responders and government bodies, to monitor and make sense of local, regional and global events using web scale data from social and traditional media streams. The data gathering task will be defined as identifying, correlating, integrating and presenting data and information, in order to understand situations as they arise. Current technology does not provide efficient and effective solutions, as it mainly focuses on detecting trends in the use of keywords and tags.