Insight-PTN
An interactive Streamlit dashboard that analyzes 411 social-science (IPS) study programs across 62 Indonesian public universities to surface programs with fewer applicants but strong job prospects.
- (Year)
- 2025
- (Role)
- Junior Data Science Intern
- (Stack)
- (Type)
- Internship Team Project / Data Dashboard
Prospective students tend to compete for the same popular programs, while less crowded IPS programs with good career outcomes are hard to find in one place.
Built during my PT Vinix Seven Aurum (VINIX7) internship as a 4-person team under mentor Musayyanah. The dashboard groups programs with K-Means into 4 clusters, maps them across Indonesia, ranks top programs and recommends programs from user preferences such as applicant count, salary, location and difficulty. I applied the clustering and built the recommendation and visualization features.
A public Streamlit app with five pages: overview, data visualization, cluster analysis, recommendations and an about guide. Data comes from university pages and other public sources and is meant as a reference to confirm with official sources, not a final admission decision.
