Hocalarim: Turkish Student Reviews

We have constructed our dataset by five fields available on the website that were found convenient for the study of student expectations and experience. This includes out-of-five star ratings on easiness, understandability, recitation, accessibility and helpfulness. Average rating was calculated based on these given five fields. Overall sentiment of the review was determined based on the average rating where any score higher than 3.5 (>=) was labeled as a positive review, and anything lower than 2.5 (<) was labeled as a negative review. The five main aspects students needed to rate was given below.

• Anlaşılırlık (Clarity): Are lectures by the professor clear and understandable? • Ders Anlatımı (Recitation): Are the lecturing style and material usage of the professor organized? • Erişilebilirlik (Accessibility): Is the professor available for further support outside of classes? • Yardımseverlik (Helpfulness): How does the professor approach his/her students? • Kolaylık (Easiness): How easy are the assessments? • Ortalama (Average): The final average score was calculated based on the five different aspects