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A Data Visualization Framework For Esda: Understanding Pre-Diabetes And Diabetes Prevalence In Florida, Brindal Dhol
A Data Visualization Framework For Esda: Understanding Pre-Diabetes And Diabetes Prevalence In Florida, Brindal Dhol
Computer Science Theses
Exploratory spatial data analysis (ESDA) is a technique for analyzing data from different geographic regions. To examine patterns, ESDA uses univariate and multivariate graphical approaches. Through a case study of diabetes and pre-diabetes prevalence in Florida, we built a novel data visualization framework for ESDA.
Diabetes is a rapidly increasing global disease that is a major global health concern with significant implications for healthcare spending. Information about the relationship between diabetes and geographical sociodemographic characteristics could assist public health programs better targeting those who are at risk. We show the regional prevalence of disease in Florida and its relationship to …