Abstract: Systems and methods for determining vaccine sentiment of a patient are described. The systems and methods can include creating one or more training datasets from patient data, training one or more predictive algorithms to generate a vaccine sentiment score, using one or more predictive algorithms to generate a vaccine sentiment score, and generating one or more vaccine related communications based on a vaccine sentiment score.

Abstract: Systems and methods including one or more processors and one or more non-transitory storage devices storing computing instructions configured to run on the one or more processors and perform acts of defining at least one of one or more classes, one or more objects, or one or more functions; generating an environment for a for-loop simulation; generating one or more agents; running the for-loop simulation using the at least one of the one or more classes, the one or more objects, or the one or more functions; the environment; and the one or more agents; and generating a visualization of the for-loop simulation. Other embodiments are disclosed herein.