A. Data Collection
Transcripts data for female students who graduated from Computer Sciences College at King Saud University in the
year 2012 were collected from the database management system and the total number of students was236 students. The
collected data was organized in Microsoft Excel sheet. Each student record had the following attributes: student name,
student ID, final GPA, semester of graduation, major, nationality, campus, and all the courses taken by the student
including the course’ grade.