Slides pitching an RShiny Application to help the user explore seasonal unemployment by occupation in Michigan. Created for the "Developing Data Products" course by Johns Hopkins University.

Plot of enrollment figures and percent of students that were at a Michigan high school the previous school year by 4-year institution of higher education (IHE). Created for Developing Data Products course assignment.

Map of official PFAS sites in Michigan. Created for Developing Data Products course assignment.