# Attributes for both student-performance.csv dataset: 
1 Gender - student's gender (nominal: 'Male' or 'Female’) 
2 Nationality- student's nationality (nominal:’ Kuwait’,’ Lebanon’,’ Egypt’,’ SaudiArabia’,’ USA’,’ Jordan’,’ Venezuela’,’ Iran’,’ Tunis’,’ Morocco’,’ Syria’,’ Palestine’,’ Iraq’,’ Lybia’)
3 Place of birth- student's Place of birth (nominal:’ Kuwait’,’ Lebanon’,’ Egypt’,’ SaudiArabia’,’ USA’,’ Jordan’,’ Venezuela’,’ Iran’,’ Tunis’,’ Morocco’,’ Syria’,’ Palestine’,’ Iraq’,’ Lybia’)
4 Educational Stages- educational level student belongs (nominal: ‘lowerlevel’,’MiddleSchool’,’HighSchool’) 
5 Grade Levels- grade student belongs (nominal: ‘G-01’, ‘G-02’, ‘G-03’, ‘G-04’, ‘G-05’, ‘G-06’, ‘G-07’, ‘G-08’, ‘G-09’, ‘G-10’, ‘G-11’, ‘G-12 ‘)      
6 Section ID- classroom student belongs (nominal:’A’,’B’,’C’)
7 Topic- course topic (nominal:’ English’,’ Spanish’, ‘French’,’ Arabic’,’ IT’,’ Math’,’ Chemistry’, ‘Biology’, ‘Science’,’ History’,’ Quran’,’ Geology’)
8 Semester- school year semester (nominal:’ First’,’ Second’)
9 Parent responsible for student (nominal:’mom’,’father’)
10 Raised hand- how many times the student raises his/her hand on classroom (numeric:0-100)
11- Visited resources- how many times the student visits a course content(numeric:0-100)
12 Viewing announcements-how many times the student checks the new announcements(numeric:0-100)
13 Discussion groups- how many times the student participate on discussion groups (numeric:0-100)
14 Parent Answering Survey- parent answered the surveys which are provided from school or not (nominal:’Yes’,’No’)
15 Parent School Satisfaction- the Degree of parent satisfaction from school(nominal:’Yes’,’No’)
16 Student Absence Days-the number of absence days for each student (nominal: above-7, under-7)
# These students are classified into three numerical intervals based on their total grade/mark:
Low-Level interval includes values from 0 to 69, 
Middle-Level interval includes values from 70 to 89, 
High-Level interval includes values from 90-100.

#Additional note : the same data set is formated as weka style "student performance-weka" file , so you can use it directly in Weka.


