EMU430 • PROJECT PHASE 1
Decoding Higher Education
A Trend Analysis of Industrial Engineering Programs in Turkey
Project Objective
This project investigates Industrial Engineering departments in Turkey (2018–2025).
We analyze how academic capacity, region, demand, and mobility affect success.
Problem Statement
University ranking data exists, but explanations are limited.
This project focuses on why some departments perform better over time.
2018–2025
Time Span
R
Main Tool
Quarto
Reporting
Data Strategy
- YÖK Atlas
- R datasets
- Multi-year IE data
- Mobility indicators
Methodology
- Data cleaning
- EDA
- Correlation analysis
- Visualization
- Reporting in Quarto
Timeline
| Phase | Work |
|---|---|
| 1–2 | Data preparation |
| 3–4 | Analysis |
| 5 | Reporting |
Contributors
Yusuf Bora Çavdar
Data analysis & visualization
Onur Furkan Gök
Research & methodology