UCLA Major Difficulty Analysis

Exploratory visualization of UCLA grade data (2021-2025). A rough ability adjustment using transfer-admit GPA is available, but the primary view does not control for student preparedness, course mix, or workload. Methodology in the GitHub repository.

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Majors Analyzed
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Courses
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Grade Records
4
Academic Years
# Major Avg GPA % A/A+ Courses Grade Records
Departments by Average GPA

Subject areas (departments) sorted by weighted average GPA across all their courses in this dataset. Lower GPA may indicate stricter grading.

# Department Avg GPA % A/A+ Courses Grade Records
Professors by Average GPA (Within Department)
Important caveats: This comparison reflects average GPA of courses taught, not teaching quality. Lower GPA may reflect course difficulty (e.g., required weed-out courses), student population, or department norms, not instructor effectiveness. Comparisons are within department only; professors with 10+ class sections taught are included. Use for exploratory context only.
# Dept Professor Avg GPA % A/A+ Grade Range Classes Grade Records
Red = harder
Yellow = mid
Green = easier
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Larger node = more courses · Hover for details
All Courses by GPA
Course Level:
From GE master list ?
# Course Title Avg GPA % A/A+ Students Dept GE