Computerized methods and systems for dynamically rendering visual representations of data sets are provided. Upon receiving a request for a particular data set (for instance, in response to receiving a search request), a data set is identified and a minimum portion thereof is retrieved that is necessary to render a visual representation of the data set. In this regard, items sharing a common characteristic may be grouped with one another so that only a single visual identifier of a group of data items may be displayed. In this way, a larger portion of the entire data set may be represented in a single view.