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Big Data - 2.5 TB's of Health Economics Outcomes Research (HEOR) Data Longitudinal Study of approximately 500K diabetic patients over two years Prescription Drug Efficacy and Health Outcomes Diabetes is a serious health issue facing this nation. 25.8 million Americans have diabetes and another 79 million are pre-diabetic. The Visual Analytics Health Economics Outcome Research (HEOR) demonstration looks at the drug efficacy and economic factors for the diabetes drug market. A fictitious drug therapy's superior efficacy over generic therapies and other diabetes drugs becomes evident through various visual discoveries. The data used is approximately two years longitudinal data of de-identified health claims records for 350 thousand patients using Blood Sugar Level (A1C) as the key metric to tract the diabetes therapy's efficacy and the analytic power of this SAS Visual Analytics.