Clustering of random data is one of the essential task in data mining. Uptill now most of the research is done on methods which deals with clustering of certain data. Clustering is nothing but grouping data objects. Data objects in one clusters are same where as data object in different clusters are not. Less research is done on methods that can be used for clustering of random data. Random data is data which is unstructured or data which does not have any proper arrangement. Today, there is huge amount of data available but to mine useful information from such data is difficult task.