This TDWI Checklist Report seeks to clear the confusion by listing and explaining data requirements that are unique to advanced analytics. The assumption is that it’s hard for organizations to succeed with analytics when they haven’t given it the right data in the right condition. Hence, this report focuses on the data requirements of advanced analytics so organizations may become better equipped to populate a data warehouse or analytic database with data and data models that ensure the success of advanced analytic applications.