Abstract: Systems, methods and programs for updating a visualization are provided. A visualization is updated dynamically based on new or modified data or schema in at least one data store. For example, a computing device may poll a data store for changes, determine whether a change has occurred, update aggregations of the data, generate at least one new aggregation of the data, determine whether a visualization change is needed, determine the visualization change for a display of attributes, send the visualization change to a display device; and send a notification to a user indicating the visualization change. The visualization change includes at least one of position on a display, size of a graphic and type of the graphic for an attribute.