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.

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