This matrix visual compares academic programs across four critical dimension Difficulty, Popularity, Faculty Quality, and Starting Salary to reveal which pathways deliver the strongest outcomes. By normalizing each metric and ranking programs across colleges, the scorecard uncovers hidden strengths, highlights performance gaps, and showcases the true balance between student interest, academic rigor, and career payoff.
