Student Flow Visualization Tool
Spring 2026
Database Design
Azure
SQL
A data visualization system for analyzing and modeling student enrollment, transfer, and
graduation pathways at MNSU. It aggregates multi-source institutional data, designs a scalable
relational model, and builds structured pipelines for Sankey visualizations that show how
students move through and beyond the university. The system helps administrators understand
student origins, academic progression, transfer behavior, and degree outcomes through clean,
queryable, and well-structured data.
Public artifacts are unavailable for this project due to NDA restrictions.