Sentiment Score vs Rating
Word Cloud – 5 Star Reviews
Word Cloud – 1 Star Reviews
Topic Modeling (LDA)
Interpreted Topics
- Topic 0: Practical knowledge & real-world use
- Topic 1: Structural issues: assignments, quizzes, lectures
- Topic 2: Beginner-friendly programming clarity
- Topic 3: Positive instructor feedback & enjoyment
- Topic 4: Spanish-language positive reviews