Skip to main content
📈Data-Driven Profiles

Discover The Teaching Archetypes

Data-driven profiles from 1,400+ evaluations — no rigid categories, just a continuous spectrum to help you find the teaching style that fits.

Star InstructorBalancedTech ExpertApproachableChallengingCommunityIn-ClassStructuredClear CommFriendly

No rigid categories — instructors exist on a continuous spectrum

🌟

Star Performer

High ratings, impressive classroom presence

High overall ratings and standout classroom performance, but may fall short on course challenge or out-of-class/online resources.

💡Typical Pattern

Students love this instructor, but may not learn deeply enough; or great in class while outside support requires self-navigation.

2 Profiles in this Archetype

Star Instructor

Profile 0

High overall teaching ratings, but weaker in course challenge and technical depth.

💡 Students like this instructor, but may not learn deeply enough.

Strengths
  • Instructor effectiveness and overall teaching ratings
  • In-class sessions and clear communication
  • Online interactions
!Weaknesses
  • Computer skills and technical depth
  • Learning-related questions and challenge level
  • Instructor-related questions and respect

In-Class Strong

Profile 8

Excellent in-class sessions with high challenge, but weak online resources and course design.

💡 Great in class, but need to figure things out on your own outside class.

Strengths
  • In-class sessions quality
  • Learning-related questions handling
  • Challenging and students learn a lot
  • Out-of-class support
!Weaknesses
  • Course-related questions handling
  • Syllabus clarity
  • Computer skills
  • Online course materials

Profiles derived from K-means clustering on 16 evaluation dimensions. Low silhouette score (0.12) confirms the continuous nature of teaching styles.