enrollment-analysis

End-to-end learner enrollment and engagement analytics for an online education platform using Python, Pandas, Plotly and Streamlit. Live dashboard deployed.

Comprehensive Tableau dashboard analyzing U.S. higher education landscape using IPEDS data - enrollment patterns, graduation rates, regional demographics, and institutional performance metrics

Python-based tool for analyzing student enrollment trends, seat availability, and section efficiency across multiple campuses.

K-Means clustering, leakage-free trend classification, and short-term forecasting on Macedonian university enrollment data