Demographic Factors and College Completion
Tools:Python (pandas, scikit-learn, matplotlib), Jupyter Notebook
This project analyzed 2022–2023 college degree completions across 16,000+ U.S. institutions** to uncover the strongest demographic predictors of success.
Key Findings:
- Female completions were the most influential factor.
- Non-traditional students (ages 25–39) play a critical role in completions.
- Random Forest achieved ~99% accuracy, outperforming logistic regression and decision trees.