1. A method of preparing data for analysis, comprising the steps of: receiving an initial data set including a plurality of records, each of the plurality of records including an identifier attribute and an associative attribute that identifies a further one or more records; receiving the further one or more records identified by the associative attribute in each of the plurality of records; and associating the further one or more records with the initial data set to form a final data set.