DV-AGENT/Student_copy.csv

school,sex,age,address,famsize,Parent's cohabitation  status,Mother's Education,Faather's Education,Mother's job,Father's job,Reason,Guardian,Traveltime(Minutes),Studytime(Hours),failures,Extra Educational support,Family Educational support,Paid extra Classes,Extra curricular activities,Nursery,Higher Educational Plan,Internet Access,Romantic Relationship,Family Relation,Free Time,Go Out,Weekday Alchol,Weekend Alchol,health,absences,absences (bins),Final,Result,Grade
GP,F,15,Rural,Greater than 3,Together,HighSchool,Higher Education,services,health,course,mother,1,3,0,yes,yes,no,yes,yes,yes,yes,no,Good,Average,2,1,1,Very Good,2,0,60,Pass,C
GP,F,15,Rural,Greater than 3,Together,HighSchool,Higher Education,services,health,course,mother,1,3,0,yes,yes,yes,yes,yes,yes,yes,no,Good,Average,2,1,1,Very Good,2,0,55,Pass,D
GP,F,15,Rural,Greater than 3,Together,HighSchool,Higher Education,services,teacher,course,father,2,3,0,no,yes,no,no,yes,yes,yes,yes,Good,Low,2,2,2,Very Good,0,0,60,Pass,C
GP,F,15,Rural,Greater than 3,Together,HighSchool,Higher Education,services,teacher,course,father,2,3,2,no,yes,no,no,yes,yes,yes,yes,Good,Low,2,2,2,Very Good,0,0,0,Fail,F
GP,F,15,Rural,Greater than 3,Together,HighSchool,HighSchool,services,services,reputation,other,2,3,0,no,yes,yes,yes,yes,yes,yes,yes,Good,Low,1,2,3,Average,2,0,65,Pass,C
GP,F,15,Rural,Greater than 3,Together,HighSchool,HighSchool,services,services,reputation,other,2,3,2,no,yes,yes,yes,yes,yes,yes,yes,Good,Low,1,2,3,Average,8,5,50,Pass,D
GP,F,15,Rural,Greater than 3,Together,Primary,Primary,at_home,other,home,mother,2,4,0,yes,yes,yes,yes,yes,yes,yes,no,Average,Very Low,2,1,1,Very Bad,4,0,65,Pass,C
GP,F,15,Rural,Greater than 3,Together,Primary,Primary,at_home,other,home,mother,2,4,1,yes,yes,yes,yes,yes,yes,yes,no,Average,Very Low,2,1,1,Very Bad,2,0,50,Pass,D
GP,F,15,Rural,Greater than 3,Together,Primary,Primary,other,other,course,mother,3,1,1,no,no,no,yes,yes,yes,yes,yes,Very Good,Very High,5,1,1,Very Bad,2,0,45,Pass,E
GP,F,15,Rural,Greater than 3,Together,Primary,Primary,other,other,reputation,mother,1,2,0,yes,yes,no,no,no,yes,yes,yes,Average,Average,4,2,4,Very Good,2,0,55,Pass,D
GP,F,15,Rural,Greater than 3,Together,Primary,Primary,other,other,reputation,mother,1,2,2,yes,yes,no,no,no,yes,yes,yes,Average,Average,4,2,4,Very Good,2,0,25,Fail,F
GP,F,15,Rural,Greater than 3,Together,Secondary,Higher Education,services,health,course,mother,1,3,0,yes,yes,no,yes,yes,yes,yes,no,Good,Average,2,1,1,Very Good,2,0,50,Pass,D
GP,F,15,Rural,Greater than 3,Together,Secondary,Higher Education,services,health,course,mother,1,3,0,yes,yes,yes,yes,yes,yes,yes,no,Good,Average,2,1,1,Very Good,2,0,40,Pass,E
GP,F,15,Rural,Greater than 3,Together,Secondary,Secondary,at_home,other,reputation,mother,1,1,0,yes,yes,no,yes,yes,yes,no,no,Good,Average,1,1,1,Bad,8,5,60,Pass,C
GP,F,15,Rural,Greater than 3,Together,Secondary,Secondary,at_home,other,reputation,mother,1,1,0,yes,yes,yes,yes,yes,yes,no,no,Good,Average,1,1,1,Bad,8,5,65,Pass,C
GP,F,15,Rural,Less than equal to 3,Together,HighSchool,Primary,other,other,reputation,father,2,4,0,no,yes,no,no,no,yes,yes,no,Good,High,2,2,3,Average,6,5,75,Pass,B
GP,F,15,Rural,Less than equal to 3,Together,HighSchool,Primary,other,other,reputation,father,2,4,0,no,yes,no,no,no,yes,yes,no,Good,High,2,2,3,Average,12,10,80,Pass,A
GP,F,15,Rural,Less than equal to 3,Together,Secondary,Secondary,health,services,reputation,mother,2,2,0,yes,yes,no,no,yes,yes,yes,no,Good,Very Low,3,1,3,Good,0,0,55,Pass,D
GP,F,15,Rural,Less than equal to 3,Together,Secondary,Secondary,health,services,reputation,mother,2,2,0,yes,yes,yes,no,yes,yes,yes,no,Good,Very Low,3,1,3,Good,2,0,40,Pass,E
GP,F,15,Urban,Greater than 3,Apart,Higher Education,HighSchool,services,services,reputation,mother,1,2,0,no,yes,no,yes,yes,yes,yes,no,Good,Average,2,1,1,Very Bad,0,0,75,Pass,B
GP,F,15,Urban,Greater than 3,Apart,Higher Education,HighSchool,services,services,reputation,mother,1,2,0,no,yes,yes,yes,yes,yes,yes,no,Good,Average,2,1,1,Very Bad,0,0,75,Pass,B
GP,F,15,Urban,Greater than 3,Apart,HighSchool,HighSchool,other,health,reputation,father,1,4,0,yes,no,no,no,yes,yes,no,no,Good,Average,3,1,1,Good,10,10,50,Pass,D
GP,F,15,Urban,Greater than 3,Apart,HighSchool,HighSchool,other,health,reputation,father,1,4,0,yes,no,no,no,yes,yes,no,no,Good,Average,3,1,1,Good,10,10,55,Pass,D
GP,F,15,Urban,Greater than 3,Apart,HighSchool,HighSchool,services,services,home,mother,1,2,0,no,no,no,no,no,yes,no,yes,Very Bad,Average,2,2,3,Very Bad,24,20,45,Pass,E
GP,F,15,Urban,Greater than 3,Together,Higher Education,Higher Education,services,at_home,course,mother,1,3,0,no,yes,no,yes,yes,yes,yes,yes,Good,Average,3,1,1,Very Good,0,0,0,Fail,F
GP,F,15,Urban,Greater than 3,Together,Higher Education,Higher Education,services,at_home,course,mother,1,3,0,no,yes,no,yes,yes,yes,yes,yes,Good,Average,3,1,1,Very Good,4,0,75,Pass,B
GP,F,15,Urban,Greater than 3,Together,Higher Education,Higher Education,services,services,course,mother,1,1,0,yes,yes,no,no,yes,yes,yes,no,Average,Average,4,2,3,Very Good,0,0,60,Pass,C
GP,F,15,Urban,Greater than 3,Together,Higher Education,Higher Education,services,services,course,mother,1,1,0,yes,yes,yes,no,yes,yes,yes,no,Average,Average,4,2,3,Very Good,0,0,55,Pass,D
GP,F,15,Urban,Greater than 3,Together,Higher Education,Higher Education,services,services,reputation,father,2,2,0,no,no,no,no,yes,yes,yes,yes,Good,High,4,2,3,Very Good,4,0,60,Pass,C
GP,F,15,Urban,Greater than 3,Together,Higher Education,Higher Education,services,services,reputation,father,2,2,2,no,no,yes,no,yes,yes,yes,yes,Good,High,4,2,3,Very Good,6,5,40,Pass,E
GP,F,15,Urban,Greater than 3,Together,Higher Education,Higher Education,services,teacher,other,father,1,2,0,yes,yes,no,yes,no,yes,yes,no,Good,High,4,1,1,Average,2,0,60,Pass,C
GP,F,15,Urban,Greater than 3,Together,Higher Education,Higher Education,services,teacher,other,father,1,2,1,yes,yes,no,yes,no,yes,yes,no,Good,High,4,1,1,Average,2,0,35,Pass,E
GP,F,15,Urban,Greater than 3,Together,Higher Education,Higher Education,teacher,health,reputation,mother,1,2,0,no,yes,no,no,yes,yes,yes,no,Average,Average,3,1,2,Bad,2,0,70,Pass,B
GP,F,15,Urban,Greater than 3,Together,Higher Education,Higher Education,teacher,health,reputation,mother,1,2,0,no,yes,yes,no,yes,yes,yes,no,Average,Average,3,1,2,Bad,0,0,45,Pass,E
GP,F,15,Urban,Greater than 3,Together,Higher Education,Higher Education,teacher,services,course,mother,1,3,0,no,yes,no,yes,yes,yes,yes,no,Good,Low,2,1,1,Very Good,2,0,65,Pass,C
GP,F,15,Urban,Greater than 3,Together,Higher Education,Higher Education,teacher,services,course,mother,1,3,0,no,yes,yes,yes,yes,yes,yes,no,Good,Low,2,1,1,Very Good,2,0,55,Pass,D
GP,F,15,Urban,Greater than 3,Together,Higher Education,Higher Education,teacher,teacher,course,mother,2,1,0,no,no,no,yes,yes,yes,yes,no,Good,Average,2,1,1,Very Good,0,0,75,Pass,B
GP,F,15,Urban,Greater than 3,Together,Higher Education,Higher Education,teacher,teacher,course,mother,2,1,0,no,no,no,yes,yes,yes,yes,no,Good,Average,2,1,1,Very Good,6,5,70,Pass,B
GP,F,15,Urban,Greater than 3,Together,Higher Education,HighSchool,services,other,reputation,mother,1,1,0,no,no,no,yes,yes,yes,yes,no,Good,Very High,5,1,3,Very Bad,6,5,65,Pass,C
GP,F,15,Urban,Greater than 3,Together,Higher Education,HighSchool,services,other,reputation,mother,1,1,0,no,no,yes,yes,yes,yes,yes,no,Good,Very High,5,1,3,Very Bad,4,0,90,Pass,S
GP,F,15,Urban,Greater than 3,Together,Higher Education,Secondary,health,services,home,mother,1,3,0,no,yes,no,yes,yes,yes,yes,yes,Average,Low,2,1,1,Very Good,0,0,70,Pass,B
GP,F,15,Urban,Greater than 3,Together,Higher Education,Secondary,health,services,home,mother,1,3,0,no,yes,yes,yes,yes,yes,yes,yes,Average,Low,2,1,1,Very Good,2,0,75,Pass,B
GP,F,15,Urban,Greater than 3,Together,Higher Education,Secondary,other,other,reputation,mother,1,3,0,no,yes,no,yes,yes,yes,yes,no,Very Good,Average,3,1,3,Very Bad,4,0,70,Pass,B
GP,F,15,Urban,Greater than 3,Together,Higher Education,Secondary,other,other,reputation,mother,1,3,0,no,yes,no,yes,yes,yes,yes,no,Very Good,Average,3,1,3,Very Bad,4,0,75,Pass,B
GP,F,15,Urban,Greater than 3,Together,HighSchool,Secondary,health,services,home,father,1,2,1,no,yes,no,no,yes,yes,yes,no,Average,Average,2,1,1,Average,2,0,55,Pass,D
GP,F,15,Urban,Greater than 3,Together,HighSchool,Secondary,health,services,home,father,1,2,3,no,yes,no,no,yes,yes,yes,no,Average,Average,2,1,1,Average,0,0,0,Fail,F
GP,F,15,Urban,Greater than 3,Together,HighSchool,Secondary,services,other,home,mother,2,2,0,yes,yes,no,no,yes,yes,yes,no,Good,Average,5,1,1,Bad,16,15,50,Pass,D
GP,F,15,Urban,Greater than 3,Together,HighSchool,Secondary,services,other,home,mother,2,2,0,yes,yes,yes,no,yes,yes,yes,no,Good,Average,5,1,1,Bad,26,25,30,Fail,F
GP,F,15,Urban,Greater than 3,Together,Primary,Primary,at_home,other,course,mother,3,1,0,no,yes,no,yes,no,yes,yes,yes,Good,Average,3,1,2,Good,0,0,0,Fail,F
GP,F,15,Urban,Greater than 3,Together,Primary,Primary,at_home,other,course,mother,3,1,0,no,yes,no,yes,no,yes,yes,yes,Good,Average,3,1,2,Good,6,5,65,Pass,C
GP,F,15,Urban,Greater than 3,Together,Primary,Primary,other,other,home,father,1,2,0,no,yes,no,yes,no,yes,yes,no,Good,Average,2,2,3,Good,2,0,50,Pass,D
GP,F,15,Urban,Greater than 3,Together,Primary,Primary,other,other,home,father,1,2,0,no,yes,no,yes,no,yes,yes,no,Good,Average,2,2,3,Good,2,0,60,Pass,C
GP,F,15,Urban,Greater than 3,Together,Primary,Primary,other,services,course,father,1,2,0,no,yes,no,no,yes,yes,yes,no,Good,High,2,1,2,Very Good,0,0,60,Pass,C
GP,F,15,Urban,Greater than 3,Together,Primary,Primary,other,services,course,father,1,2,0,no,yes,yes,no,yes,yes,yes,no,Good,High,2,1,2,Very Good,0,0,55,Pass,D
GP,F,15,Urban,Greater than 3,Together,Primary,Secondary,at_home,other,course,mother,1,2,0,no,yes,no,no,no,yes,yes,no,Good,Average,2,1,1,Very Good,6,5,65,Pass,C
GP,F,15,Urban,Greater than 3,Together,Primary,Secondary,at_home,other,course,mother,1,2,0,no,yes,yes,no,no,yes,yes,no,Good,Average,2,1,1,Very Good,2,0,55,Pass,D
GP,F,15,Urban,Greater than 3,Together,Primary,Secondary,at_home,services,course,father,1,2,0,no,no,no,no,no,yes,no,yes,Bad,Average,4,2,4,Very Bad,6,5,55,Pass,D
GP,F,15,Urban,Greater than 3,Together,Primary,Secondary,at_home,services,course,mother,1,2,0,no,no,no,no,no,yes,yes,no,Average,Low,3,1,2,Very Bad,0,0,70,Pass,B
GP,F,15,Urban,Greater than 3,Together,Primary,Secondary,at_home,services,course,mother,1,2,0,no,no,no,no,no,yes,yes,no,Average,Low,3,1,2,Very Bad,2,0,75,Pass,B
GP,F,15,Urban,Greater than 3,Together,Secondary,HighSchool,other,other,other,father,2,1,0,no,yes,no,yes,yes,yes,no,no,Average,Very High,1,1,1,Very Good,0,0,30,Fail,F
GP,F,15,Urban,Greater than 3,Together,Secondary,HighSchool,other,other,other,father,2,1,0,no,yes,no,yes,yes,yes,no,no,Average,Very High,1,1,1,Very Good,4,0,55,Pass,D
GP,F,15,Urban,Greater than 3,Together,Secondary,Primary,services,other,reputation,father,3,3,0,no,yes,no,yes,yes,yes,yes,no,Very Good,Low,2,1,1,Good,0,0,65,Pass,C
GP,F,15,Urban,Greater than 3,Together,Secondary,Primary,services,other,reputation,father,3,3,0,no,yes,no,yes,yes,yes,yes,no,Very Good,Low,2,1,1,Good,4,0,60,Pass,C
GP,F,15,Urban,Greater than 3,Together,Secondary,Secondary,other,other,course,mother,1,4,0,yes,yes,no,no,yes,yes,yes,no,Very Good,Very Low,2,1,1,Average,4,0,50,Pass,D
GP,F,15,Urban,Greater than 3,Together,Secondary,Secondary,other,other,course,mother,1,4,0,yes,yes,yes,no,yes,yes,yes,no,Very Good,Very Low,2,1,1,Average,8,5,40,Pass,E
GP,F,15,Urban,Less than equal to 3,Apart,Higher Education,HighSchool,other,other,course,mother,1,2,0,yes,yes,yes,yes,yes,yes,yes,yes,Very Good,Low,2,1,1,Very Good,4,0,55,Pass,D
GP,F,15,Urban,Less than equal to 3,Apart,Higher Education,HighSchool,other,other,course,mother,1,2,0,yes,yes,yes,yes,yes,yes,yes,yes,Very Good,Low,2,1,1,Very Good,8,5,30,Fail,F
GP,F,15,Urban,Less than equal to 3,Apart,HighSchool,Higher Education,other,other,home,mother,1,2,0,yes,no,no,yes,yes,yes,yes,yes,Very Good,Average,2,1,1,Very Bad,0,0,55,Pass,D
GP,F,15,Urban,Less than equal to 3,Apart,HighSchool,HighSchool,other,other,other,mother,1,1,0,no,no,no,no,yes,yes,yes,no,Very Good,Average,4,4,4,Very Bad,0,0,65,Pass,C
GP,F,15,Urban,Less than equal to 3,Apart,HighSchool,HighSchool,other,other,other,mother,1,1,0,no,no,yes,no,yes,yes,yes,no,Very Good,Average,4,4,4,Very Bad,6,5,65,Pass,C
GP,F,15,Urban,Less than equal to 3,Apart,Secondary,Primary,at_home,other,home,mother,2,1,0,no,yes,no,yes,yes,no,yes,yes,Good,High,2,1,1,Very Good,0,0,50,Pass,D
GP,F,15,Urban,Less than equal to 3,Together,Higher Education,HighSchool,services,services,reputation,father,1,2,0,yes,no,no,yes,yes,yes,yes,yes,Good,High,4,2,4,Bad,0,0,50,Pass,D
GP,F,15,Urban,Less than equal to 3,Together,Higher Education,HighSchool,services,services,reputation,father,1,2,0,yes,no,no,yes,yes,yes,yes,yes,Good,High,4,2,4,Bad,0,0,60,Pass,C
GP,F,15,Urban,Less than equal to 3,Together,Higher Education,Secondary,health,other,other,mother,1,2,0,no,yes,no,no,yes,yes,yes,no,Good,Average,3,1,1,Very Good,0,0,80,Pass,A
GP,F,15,Urban,Less than equal to 3,Together,Higher Education,Secondary,health,other,other,mother,1,2,0,no,yes,yes,no,yes,yes,yes,no,Good,Average,3,1,1,Very Good,2,0,65,Pass,C
GP,F,15,Urban,Less than equal to 3,Together,HighSchool,Secondary,services,other,reputation,mother,1,2,0,no,yes,no,no,yes,yes,yes,no,Good,High,4,1,1,Very Good,4,0,55,Pass,D
GP,F,15,Urban,Less than equal to 3,Together,HighSchool,Secondary,services,other,reputation,mother,1,2,0,no,yes,yes,no,yes,yes,yes,no,Good,High,4,1,1,Very Good,10,10,30,Fail,F
GP,F,15,Urban,Less than equal to 3,Together,Primary,Primary,at_home,other,other,mother,1,2,0,yes,no,no,no,yes,yes,yes,no,Good,Average,2,2,3,Average,6,5,60,Pass,C
GP,F,15,Urban,Less than equal to 3,Together,Primary,Primary,at_home,other,other,mother,1,2,3,yes,no,yes,no,yes,yes,yes,no,Good,Average,2,2,3,Average,10,10,50,Pass,D
GP,F,16,Rural,Greater than 3,Together,Higher Education,Higher Education,health,teacher,other,mother,1,2,0,no,yes,no,yes,yes,yes,no,no,Bad,High,4,2,3,Good,0,0,80,Pass,A
GP,F,16,Rural,Greater than 3,Together,Higher Education,Higher Education,health,teacher,other,mother,1,2,0,no,yes,no,yes,yes,yes,no,no,Bad,High,4,2,3,Good,6,5,55,Pass,D
GP,F,16,Rural,Greater than 3,Together,HighSchool,HighSchool,services,other,reputation,father,1,3,0,yes,yes,no,yes,yes,yes,yes,no,Good,Very Low,2,1,1,Bad,4,0,55,Pass,D
GP,F,16,Rural,Greater than 3,Together,HighSchool,HighSchool,services,other,reputation,father,1,3,1,yes,yes,no,yes,yes,yes,yes,no,Good,Very Low,2,1,1,Bad,0,0,50,Pass,D
GP,F,16,Rural,Greater than 3,Together,Primary,Primary,at_home,other,course,mother,4,2,0,no,yes,no,no,yes,yes,no,no,Very Good,Very Low,3,1,1,Average,0,0,65,Pass,C
GP,F,16,Rural,Greater than 3,Together,Primary,Primary,other,services,reputation,mother,2,1,0,no,yes,no,yes,yes,yes,no,yes,Average,Average,3,1,2,Very Bad,8,5,55,Pass,D
GP,F,16,Rural,Greater than 3,Together,Secondary,Secondary,services,services,reputation,mother,2,4,0,no,yes,no,yes,no,yes,yes,no,Very Good,Average,5,1,1,Very Good,6,5,65,Pass,C
GP,F,16,Rural,Greater than 3,Together,Secondary,Secondary,services,services,reputation,mother,2,4,0,no,yes,yes,yes,no,yes,yes,no,Very Good,Average,5,1,1,Very Good,6,5,55,Pass,D
GP,F,16,Urban,Greater than 3,Apart,Higher Education,Primary,other,other,home,mother,1,2,0,no,no,no,yes,yes,yes,yes,yes,Very Good,Average,3,1,2,Very Good,0,0,65,Pass,C
GP,F,16,Urban,Greater than 3,Apart,HighSchool,Higher Education,services,other,course,father,1,1,0,no,no,no,no,yes,yes,yes,no,Average,Low,1,1,4,Very Good,12,10,70,Pass,B
GP,F,16,Urban,Greater than 3,Apart,HighSchool,Higher Education,services,other,course,father,1,1,0,no,no,no,no,yes,yes,yes,no,Average,Low,1,1,4,Very Good,16,15,55,Pass,D
GP,F,16,Urban,Greater than 3,Apart,HighSchool,HighSchool,other,other,course,other,2,1,0,no,yes,no,yes,no,yes,yes,yes,Good,Average,2,1,1,Very Good,4,0,50,Pass,D
GP,F,16,Urban,Greater than 3,Apart,HighSchool,HighSchool,other,other,course,other,2,1,2,no,yes,no,yes,no,yes,yes,yes,Good,Average,2,1,1,Very Good,0,0,0,Fail,F
GP,F,16,Urban,Greater than 3,Apart,HighSchool,Primary,services,other,course,mother,1,2,0,no,yes,no,no,yes,yes,yes,no,Bad,Average,3,2,2,Good,2,0,60,Pass,C
GP,F,16,Urban,Greater than 3,Apart,HighSchool,Primary,services,other,course,mother,1,2,3,no,yes,yes,no,yes,yes,yes,no,Bad,Average,3,2,2,Good,5,5,35,Pass,E
GP,F,16,Urban,Greater than 3,Apart,Secondary,Primary,other,other,other,mother,1,2,0,no,no,no,yes,yes,yes,yes,yes,Very Good,Average,4,1,1,Bad,2,0,60,Pass,C
GP,F,16,Urban,Greater than 3,Apart,Secondary,Primary,other,other,other,mother,1,2,0,no,no,yes,yes,yes,yes,yes,yes,Very Good,Average,4,1,1,Bad,8,5,50,Pass,D
GP,F,16,Urban,Greater than 3,Apart,Secondary,Secondary,other,other,home,mother,1,1,1,no,no,no,no,yes,yes,no,no,Very Good,Average,4,1,1,Very Good,12,10,55,Pass,D
GP,F,16,Urban,Greater than 3,Apart,Secondary,Secondary,other,other,reputation,mother,1,2,0,yes,yes,no,no,yes,yes,yes,no,Average,Average,4,1,1,Good,0,0,65,Pass,C
GP,F,16,Urban,Greater than 3,Apart,Secondary,Secondary,other,other,reputation,mother,1,2,0,yes,yes,yes,no,yes,yes,yes,no,Average,Average,4,1,1,Good,0,0,70,Pass,B
GP,F,16,Urban,Greater than 3,Together,Higher Education,Higher Education,health,health,reputation,mother,1,2,0,no,yes,no,no,yes,yes,yes,yes,Good,High,2,1,1,Average,0,0,85,Pass,A
GP,F,16,Urban,Greater than 3,Together,Higher Education,Higher Education,health,health,reputation,mother,1,2,0,no,yes,yes,no,yes,yes,yes,yes,Good,High,2,1,1,Average,0,0,70,Pass,B
GP,F,16,Urban,Greater than 3,Together,Higher Education,Higher Education,health,other,home,mother,1,1,0,no,yes,no,no,yes,yes,yes,no,Good,High,4,1,2,Bad,4,0,70,Pass,B
GP,F,16,Urban,Greater than 3,Together,Higher Education,Higher Education,health,other,home,mother,1,1,0,no,yes,no,no,yes,yes,yes,no,Good,High,4,1,2,Bad,6,5,85,Pass,A
GP,F,16,Urban,Greater than 3,Together,Higher Education,Higher Education,other,other,reputation,mother,1,1,0,no,no,no,yes,no,yes,yes,no,Very Good,Average,4,1,2,Very Bad,4,0,65,Pass,C
GP,F,16,Urban,Greater than 3,Together,Higher Education,Higher Education,other,other,reputation,mother,1,1,0,no,no,no,yes,no,yes,yes,no,Very Good,Average,4,1,2,Very Bad,6,5,70,Pass,B
GP,F,16,Urban,Greater than 3,Together,Higher Education,Higher Education,services,services,reputation,mother,1,3,0,no,yes,no,yes,yes,yes,yes,no,Average,Low,3,1,2,Bad,10,10,70,Pass,B
GP,F,16,Urban,Greater than 3,Together,Higher Education,Higher Education,services,services,reputation,mother,1,3,0,no,yes,yes,yes,yes,yes,yes,no,Average,Low,3,1,2,Bad,6,5,70,Pass,B
GP,F,16,Urban,Greater than 3,Together,Higher Education,Higher Education,teacher,services,home,mother,1,3,0,no,yes,no,yes,no,yes,yes,no,Very Good,Average,2,1,1,Very Good,0,0,70,Pass,B
GP,F,16,Urban,Greater than 3,Together,Higher Education,Higher Education,teacher,services,home,mother,1,3,0,no,yes,no,yes,no,yes,yes,no,Very Good,Average,2,1,1,Very Good,4,0,80,Pass,A
GP,F,16,Urban,Greater than 3,Together,Higher Education,HighSchool,health,other,home,mother,1,2,0,no,yes,no,yes,yes,yes,yes,no,Good,Average,5,1,5,Bad,2,0,75,Pass,B
GP,F,16,Urban,Greater than 3,Together,Higher Education,HighSchool,health,other,home,mother,1,2,0,no,yes,no,yes,yes,yes,yes,no,Good,Average,5,1,5,Bad,2,0,80,Pass,A
GP,F,16,Urban,Greater than 3,Together,Higher Education,HighSchool,other,at_home,course,mother,1,3,0,yes,yes,no,no,yes,yes,yes,no,Very Good,Average,5,1,1,Average,2,0,65,Pass,C
GP,F,16,Urban,Greater than 3,Together,Higher Education,HighSchool,other,at_home,course,mother,1,3,0,yes,yes,yes,no,yes,yes,yes,no,Very Good,Average,5,1,1,Average,0,0,40,Pass,E
GP,F,16,Urban,Greater than 3,Together,Higher Education,HighSchool,teacher,health,home,mother,1,3,0,yes,yes,no,yes,yes,yes,yes,no,Average,High,4,2,4,Good,0,0,65,Pass,C
GP,F,16,Urban,Greater than 3,Together,Higher Education,HighSchool,teacher,health,home,mother,1,3,0,yes,yes,yes,yes,yes,yes,yes,no,Average,High,4,2,4,Good,2,0,45,Pass,E
GP,F,16,Urban,Greater than 3,Together,Higher Education,HighSchool,teacher,other,other,mother,1,2,0,no,no,no,yes,yes,yes,yes,yes,Very Bad,Average,2,1,1,Very Bad,4,0,75,Pass,B
GP,F,16,Urban,Greater than 3,Together,Higher Education,HighSchool,teacher,other,other,mother,1,2,0,no,no,yes,yes,yes,yes,yes,yes,Very Bad,Average,2,1,1,Very Bad,10,10,65,Pass,C
GP,F,16,Urban,Greater than 3,Together,Higher Education,Secondary,health,services,home,father,1,2,0,no,no,no,no,yes,yes,yes,yes,Good,Low,3,1,1,Average,0,0,90,Pass,S
GP,F,16,Urban,Greater than 3,Together,Higher Education,Secondary,health,services,home,father,1,2,0,no,no,yes,no,yes,yes,yes,yes,Good,Low,3,1,1,Average,0,0,80,Pass,A
GP,F,16,Urban,Greater than 3,Together,Higher Education,Secondary,services,other,course,mother,1,2,0,no,yes,no,no,yes,yes,yes,no,Good,Low,3,1,1,Very Good,2,0,80,Pass,A
GP,F,16,Urban,Greater than 3,Together,Higher Education,Secondary,services,other,course,mother,1,2,0,no,yes,yes,no,yes,yes,yes,no,Good,Low,3,1,1,Very Good,2,0,80,Pass,A
GP,F,16,Urban,Greater than 3,Together,Higher Education,Secondary,teacher,services,home,mother,2,2,0,no,yes,no,yes,yes,yes,yes,no,Very Good,Average,3,1,1,Very Bad,2,0,70,Pass,B
GP,F,16,Urban,Greater than 3,Together,Higher Education,Secondary,teacher,services,home,mother,2,2,0,no,yes,yes,yes,yes,yes,yes,no,Very Good,Average,3,1,1,Very Bad,0,0,50,Pass,D
GP,F,16,Urban,Greater than 3,Together,HighSchool,Higher Education,at_home,other,course,mother,1,2,0,no,yes,no,no,yes,yes,yes,no,Bad,High,3,1,2,Average,12,10,25,Fail,F
GP,F,16,Urban,Greater than 3,Together,HighSchool,Higher Education,at_home,other,course,mother,1,2,0,no,yes,no,no,yes,yes,yes,no,Bad,High,3,1,2,Average,14,10,55,Pass,D
GP,F,16,Urban,Greater than 3,Together,HighSchool,HighSchool,other,other,home,father,1,2,0,no,yes,no,no,yes,yes,no,no,Good,Average,2,1,2,Very Good,0,0,65,Pass,C
GP,F,16,Urban,Greater than 3,Together,HighSchool,HighSchool,other,other,home,father,1,2,0,no,yes,yes,no,yes,yes,no,no,Good,Average,2,1,2,Very Good,4,0,50,Pass,D
GP,F,16,Urban,Greater than 3,Together,HighSchool,HighSchool,other,other,home,mother,1,3,0,no,yes,no,no,yes,yes,yes,yes,Good,Average,3,1,3,Good,2,0,55,Pass,D
GP,F,16,Urban,Greater than 3,Together,HighSchool,HighSchool,other,other,home,mother,1,3,0,no,yes,yes,no,yes,yes,yes,yes,Good,Average,3,1,3,Good,0,0,40,Pass,E
GP,F,16,Urban,Greater than 3,Together,HighSchool,HighSchool,other,other,reputation,mother,3,2,0,yes,yes,no,yes,yes,yes,no,no,Very Good,Average,2,1,1,Good,2,0,70,Pass,B
GP,F,16,Urban,Greater than 3,Together,HighSchool,HighSchool,other,other,reputation,mother,3,2,0,yes,yes,no,yes,yes,yes,no,no,Very Good,Average,2,1,1,Good,4,0,50,Pass,D
GP,F,16,Urban,Greater than 3,Together,HighSchool,HighSchool,other,services,home,mother,1,2,0,yes,yes,no,yes,yes,yes,yes,no,Good,Average,3,2,4,Very Good,4,0,55,Pass,D
GP,F,16,Urban,Greater than 3,Together,HighSchool,HighSchool,other,services,home,mother,1,2,0,yes,yes,yes,yes,yes,yes,yes,no,Good,Average,3,2,4,Very Good,54,50,55,Pass,D
GP,F,16,Urban,Greater than 3,Together,HighSchool,Primary,services,other,course,mother,1,4,0,yes,yes,no,no,yes,yes,yes,no,Good,Average,3,1,2,Very Good,0,0,50,Pass,D
GP,F,16,Urban,Greater than 3,Together,HighSchool,Primary,services,other,course,mother,1,4,0,yes,yes,yes,no,yes,yes,yes,no,Good,Average,3,1,2,Very Good,4,0,30,Fail,F
GP,F,16,Urban,Greater than 3,Together,HighSchool,Secondary,other,other,reputation,mother,1,2,0,no,yes,no,no,yes,yes,yes,no,Very Bad,Low,2,1,2,Very Bad,8,5,80,Pass,A
GP,F,16,Urban,Greater than 3,Together,HighSchool,Secondary,other,other,reputation,mother,1,2,0,no,yes,yes,no,yes,yes,yes,no,Very Bad,Low,2,1,2,Very Bad,14,10,60,Pass,C
GP,F,16,Urban,Greater than 3,Together,Primary,HighSchool,at_home,services,home,mother,1,2,0,no,no,no,yes,no,yes,yes,yes,Good,Average,5,1,1,Average,0,0,65,Pass,C
GP,F,16,Urban,Greater than 3,Together,Primary,HighSchool,at_home,services,home,mother,1,2,3,no,no,no,yes,no,yes,yes,yes,Good,Average,5,1,1,Average,0,0,0,Fail,F
GP,F,16,Urban,Greater than 3,Together,Primary,Primary,at_home,other,home,mother,2,1,0,no,yes,no,no,yes,yes,no,no,Good,Average,2,1,4,Very Good,2,0,65,Pass,C
GP,F,16,Urban,Greater than 3,Together,Primary,Primary,at_home,other,home,mother,2,1,0,no,yes,yes,no,yes,yes,no,no,Good,Average,2,1,4,Very Good,6,5,50,Pass,D
GP,F,16,Urban,Greater than 3,Together,Primary,Primary,services,services,course,father,4,1,0,yes,yes,no,yes,no,yes,yes,yes,Very Good,Very High,5,5,5,Very Good,0,0,80,Pass,A
GP,F,16,Urban,Greater than 3,Together,Primary,Primary,services,services,course,father,4,1,0,yes,yes,no,yes,no,yes,yes,yes,Very Good,Very High,5,5,5,Very Good,6,5,55,Pass,D
GP,F,16,Urban,Greater than 3,Together,Primary,Secondary,other,other,course,mother,1,1,0,no,no,no,no,yes,no,yes,no,Very Good,Average,5,1,2,Very Good,4,0,55,Pass,D
GP,F,16,Urban,Greater than 3,Together,Secondary,HighSchool,other,other,reputation,mother,1,2,0,yes,yes,no,yes,yes,yes,no,no,Good,High,3,1,3,Good,4,0,60,Pass,C
GP,F,16,Urban,Greater than 3,Together,Secondary,HighSchool,other,other,reputation,mother,1,2,0,yes,yes,yes,yes,yes,yes,no,no,Good,High,3,1,3,Good,6,5,50,Pass,D
GP,F,16,Urban,Greater than 3,Together,Secondary,HighSchool,services,services,course,mother,1,2,0,no,no,no,no,yes,yes,yes,no,Good,Average,3,1,1,Bad,6,5,65,Pass,C
GP,F,16,Urban,Greater than 3,Together,Secondary,HighSchool,services,services,course,mother,1,2,0,no,no,no,no,yes,yes,yes,no,Good,Average,3,1,1,Bad,10,10,65,Pass,C
GP,F,16,Urban,Greater than 3,Together,Secondary,HighSchool,services,teacher,other,mother,1,2,0,yes,no,no,no,yes,yes,yes,no,Bad,Average,1,1,1,Average,0,0,70,Pass,B
GP,F,16,Urban,Greater than 3,Together,Secondary,HighSchool,services,teacher,other,mother,1,2,0,yes,no,no,no,yes,yes,yes,no,Bad,Average,1,1,1,Average,2,0,85,Pass,A
GP,F,16,Urban,Greater than 3,Together,Secondary,Primary,other,other,course,mother,1,2,0,no,yes,no,no,yes,yes,no,yes,Good,Average,5,1,1,Very Good,0,0,60,Pass,C
GP,F,16,Urban,Greater than 3,Together,Secondary,Primary,other,other,course,mother,1,2,0,no,yes,yes,no,yes,yes,no,yes,Good,Average,5,1,1,Very Good,2,0,50,Pass,D
GP,F,16,Urban,Greater than 3,Together,Secondary,Primary,other,other,home,mother,1,1,0,no,no,no,no,yes,yes,yes,yes,Good,Very High,2,1,1,Very Good,4,0,50,Pass,D
GP,F,16,Urban,Greater than 3,Together,Secondary,Primary,other,other,home,mother,1,1,0,no,no,no,no,yes,yes,yes,yes,Good,Very High,2,1,1,Very Good,20,20,60,Pass,C
GP,F,16,Urban,Greater than 3,Together,Secondary,Secondary,at_home,other,home,mother,1,2,1,yes,no,no,yes,yes,yes,yes,no,Average,Very Low,2,1,1,Very Good,6,5,65,Pass,C
GP,F,16,Urban,Greater than 3,Together,Secondary,Secondary,at_home,other,home,mother,1,2,1,yes,no,no,yes,yes,yes,yes,no,Average,Very Low,2,1,1,Very Good,12,10,50,Pass,D
GP,F,16,Urban,Greater than 3,Together,Secondary,Secondary,other,other,home,mother,1,2,0,no,no,no,no,yes,yes,yes,yes,Very Good,High,4,1,1,Very Good,0,0,55,Pass,D
GP,F,16,Urban,Greater than 3,Together,Secondary,Secondary,other,other,home,mother,1,2,0,no,no,yes,no,yes,yes,yes,yes,Very Good,High,4,1,1,Very Good,0,0,40,Pass,E
GP,F,16,Urban,Greater than 3,Together,Secondary,Secondary,other,other,home,mother,1,2,0,no,yes,no,no,no,yes,yes,no,Very Good,Very Low,5,1,1,Good,0,0,65,Pass,C
GP,F,16,Urban,Greater than 3,Together,Secondary,Secondary,other,other,home,mother,1,2,0,no,yes,yes,no,no,yes,yes,no,Very Good,Very Low,5,1,1,Good,0,0,0,Fail,F
GP,F,16,Urban,Greater than 3,Together,Secondary,Secondary,other,other,reputation,mother,1,4,0,no,no,no,no,yes,yes,yes,yes,Very Good,Low,3,1,3,Average,1,0,65,Pass,C
GP,F,16,Urban,Greater than 3,Together,Secondary,Secondary,other,other,reputation,mother,1,4,0,no,no,yes,no,yes,yes,yes,yes,Very Good,Low,3,1,3,Average,0,0,55,Pass,D
GP,F,16,Urban,Greater than 3,Together,Secondary,Secondary,services,other,reputation,mother,2,2,0,no,no,no,yes,no,yes,yes,no,Average,High,4,1,4,Very Good,0,0,70,Pass,B
GP,F,16,Urban,Greater than 3,Together,Secondary,Secondary,services,other,reputation,mother,2,2,0,no,no,yes,yes,no,yes,yes,no,Average,High,4,1,4,Very Good,2,0,55,Pass,D
GP,F,16,Urban,Greater than 3,Together,Secondary,Secondary,services,services,home,mother,1,1,0,no,yes,no,no,no,yes,yes,no,Very Bad,Low,2,1,3,Very Good,6,5,60,Pass,C
GP,F,16,Urban,Greater than 3,Together,Secondary,Secondary,services,services,home,mother,1,1,2,no,yes,yes,no,no,yes,yes,no,Very Bad,Low,2,1,3,Very Good,14,10,40,Pass,E
GP,F,16,Urban,Less than equal to 3,Apart,HighSchool,HighSchool,other,services,home,mother,1,2,0,no,yes,no,no,yes,yes,yes,no,Bad,Average,5,1,4,Average,6,5,65,Pass,C
GP,F,16,Urban,Less than equal to 3,Apart,HighSchool,HighSchool,other,services,home,mother,1,2,0,no,yes,no,no,yes,yes,yes,no,Bad,Average,5,1,4,Average,12,10,55,Pass,D
GP,F,16,Urban,Less than equal to 3,Together,Higher Education,Higher Education,health,health,other,mother,1,3,0,no,yes,no,yes,yes,yes,yes,yes,Very Good,High,5,1,1,Good,2,0,70,Pass,B
GP,F,16,Urban,Less than equal to 3,Together,Higher Education,Higher Education,health,health,other,mother,1,3,0,no,yes,yes,yes,yes,yes,yes,yes,Very Good,High,5,1,1,Good,4,0,80,Pass,A
GP,F,16,Urban,Less than equal to 3,Together,Higher Education,Higher Education,teacher,teacher,reputation,mother,1,2,0,no,yes,no,no,yes,yes,yes,no,Good,Very High,2,1,2,Average,0,0,55,Pass,D
GP,F,16,Urban,Less than equal to 3,Together,Higher Education,Higher Education,teacher,teacher,reputation,mother,1,2,0,no,yes,yes,no,yes,yes,yes,no,Good,Very High,2,1,2,Average,0,0,50,Pass,D
GP,F,16,Urban,Less than equal to 3,Together,Higher Education,HighSchool,teacher,services,course,mother,3,2,0,no,yes,no,yes,yes,yes,yes,no,Very Good,High,3,1,2,Very Bad,2,0,75,Pass,B
GP,F,16,Urban,Less than equal to 3,Together,Higher Education,HighSchool,teacher,services,course,mother,3,2,0,no,yes,no,yes,yes,yes,yes,no,Very Good,High,3,1,2,Very Bad,2,0,80,Pass,A
GP,F,16,Urban,Less than equal to 3,Together,HighSchool,HighSchool,other,other,reputation,mother,2,2,0,no,yes,no,yes,yes,yes,yes,no,Good,High,5,1,1,Good,0,0,75,Pass,B
GP,F,16,Urban,Less than equal to 3,Together,HighSchool,HighSchool,other,other,reputation,mother,2,2,0,no,yes,yes,yes,yes,yes,yes,no,Good,High,5,1,1,Good,4,0,45,Pass,E
GP,F,16,Urban,Less than equal to 3,Together,HighSchool,Primary,other,other,home,father,1,2,0,yes,yes,no,no,yes,yes,no,no,Average,Average,3,2,3,Bad,0,0,60,Pass,C
GP,F,16,Urban,Less than equal to 3,Together,HighSchool,Primary,other,other,home,father,1,2,0,yes,yes,no,no,yes,yes,no,no,Average,Average,3,2,3,Bad,4,0,30,Fail,F
GP,F,16,Urban,Less than equal to 3,Together,Primary,Primary,at_home,at_home,course,mother,1,1,0,no,no,no,no,yes,yes,yes,no,Average,High,4,3,3,Very Bad,2,0,65,Pass,C
GP,F,16,Urban,Less than equal to 3,Together,Primary,Primary,at_home,at_home,course,mother,1,1,0,no,no,no,no,yes,yes,yes,no,Average,High,4,3,3,Very Bad,4,0,55,Pass,D
GP,F,16,Urban,Less than equal to 3,Together,Primary,Secondary,other,services,reputation,father,1,2,0,yes,no,no,yes,yes,yes,yes,no,Good,High,3,1,1,Very Bad,0,0,50,Pass,D
GP,F,16,Urban,Less than equal to 3,Together,Primary,Secondary,other,services,reputation,father,1,2,0,yes,no,no,yes,yes,yes,yes,no,Good,High,3,1,1,Very Bad,4,0,45,Pass,E
GP,F,16,Urban,Less than equal to 3,Together,Secondary,Higher Education,other,health,course,father,2,2,0,no,yes,no,yes,yes,yes,yes,yes,Good,Low,2,1,2,Very Good,2,0,65,Pass,C
GP,F,16,Urban,Less than equal to 3,Together,Secondary,Higher Education,other,health,course,father,2,2,0,no,yes,yes,yes,yes,yes,yes,yes,Good,Low,2,1,2,Very Good,2,0,65,Pass,C
GP,F,16,Urban,Less than equal to 3,Together,Secondary,Secondary,at_home,other,course,mother,1,2,0,no,yes,no,no,yes,yes,no,no,Good,Average,4,1,2,Bad,4,0,30,Fail,F
GP,F,16,Urban,Less than equal to 3,Together,Secondary,Secondary,at_home,other,course,mother,1,2,0,no,yes,no,no,yes,yes,no,no,Good,Average,4,1,2,Bad,6,5,55,Pass,D
GP,F,16,Urban,Less than equal to 3,Together,Secondary,Secondary,other,at_home,course,father,2,2,1,yes,no,no,yes,yes,yes,yes,no,Good,Average,3,2,2,Very Good,14,10,45,Pass,E
GP,F,16,Urban,Less than equal to 3,Together,Secondary,Secondary,other,at_home,course,father,2,2,1,yes,no,no,yes,yes,yes,yes,no,Good,Average,3,2,2,Very Good,14,10,55,Pass,D
GP,F,16,Urban,Less than equal to 3,Together,Secondary,Secondary,other,other,home,mother,2,2,0,no,yes,no,yes,no,yes,yes,yes,Average,Average,3,1,2,Average,16,15,50,Pass,D
GP,F,16,Urban,Less than equal to 3,Together,Secondary,Secondary,other,other,home,mother,2,2,1,no,yes,no,yes,no,yes,yes,yes,Average,Average,3,1,2,Average,25,25,55,Pass,D
GP,F,16,Urban,Less than equal to 3,Together,Secondary,Secondary,services,services,course,mother,3,2,0,no,yes,no,no,yes,yes,yes,no,Good,Average,3,2,3,Good,0,0,65,Pass,C
GP,F,16,Urban,Less than equal to 3,Together,Secondary,Secondary,services,services,course,mother,3,2,0,no,yes,yes,no,yes,yes,yes,no,Good,Average,3,2,3,Good,2,0,65,Pass,C
GP,F,17,Rural,Greater than 3,Apart,HighSchool,Secondary,other,other,home,mother,1,2,0,no,yes,no,no,yes,yes,yes,no,Good,Average,3,2,3,Bad,0,0,80,Pass,A
GP,F,17,Rural,Greater than 3,Apart,HighSchool,Secondary,other,other,home,mother,1,2,0,no,yes,yes,no,yes,yes,yes,no,Good,Average,3,2,3,Bad,4,0,50,Pass,D
GP,F,17,Rural,Greater than 3,Together,Higher Education,Higher Education,services,services,reputation,mother,2,3,0,no,yes,no,yes,yes,yes,yes,no,Very Good,Average,4,1,1,Very Good,0,0,40,Pass,E
GP,F,17,Rural,Greater than 3,Together,Higher Education,Higher Education,teacher,teacher,course,mother,1,1,0,no,no,no,yes,yes,yes,yes,no,Good,High,4,1,1,Very Good,2,0,85,Pass,A
GP,F,17,Rural,Greater than 3,Together,Higher Education,HighSchool,teacher,other,reputation,mother,2,3,0,no,yes,no,yes,yes,yes,yes,yes,Good,High,2,1,1,Good,0,0,60,Pass,C
GP,F,17,Rural,Greater than 3,Together,Higher Education,HighSchool,teacher,other,reputation,mother,2,3,0,no,yes,yes,yes,yes,yes,yes,yes,Good,High,2,1,1,Good,6,5,35,Pass,E
GP,F,17,Rural,Greater than 3,Together,Higher Education,Secondary,other,other,course,mother,1,3,0,no,yes,no,yes,yes,yes,yes,no,Good,Average,4,1,3,Very Good,2,0,70,Pass,B
GP,F,17,Rural,Greater than 3,Together,HighSchool,Higher Education,at_home,services,course,father,1,3,0,no,yes,no,yes,no,yes,yes,no,Good,Average,4,2,5,Very Good,2,0,85,Pass,A
GP,F,17,Rural,Greater than 3,Together,HighSchool,Higher Education,at_home,services,course,father,1,3,0,no,yes,yes,yes,no,yes,yes,no,Good,Average,4,2,5,Very Good,0,0,50,Pass,D
GP,F,17,Rural,Greater than 3,Together,Secondary,Higher Education,at_home,other,course,father,1,3,0,no,yes,no,no,yes,yes,yes,yes,Good,High,3,1,1,Very Good,0,0,75,Pass,B
GP,F,17,Rural,Greater than 3,Together,Secondary,Higher Education,at_home,other,course,father,1,3,0,no,yes,no,no,yes,yes,yes,yes,Good,High,3,1,1,Very Good,7,5,70,Pass,B
GP,F,17,Rural,Greater than 3,Together,Secondary,Primary,at_home,services,course,mother,3,2,0,no,no,no,yes,yes,yes,no,no,Bad,Very Low,1,1,1,Average,2,0,55,Pass,D
GP,F,17,Rural,Greater than 3,Together,Secondary,Primary,at_home,services,course,mother,3,2,0,no,no,no,yes,yes,yes,no,no,Bad,Very Low,1,1,1,Average,2,0,65,Pass,C
GP,F,17,Rural,Greater than 3,Together,Secondary,Primary,at_home,services,reputation,mother,2,2,0,no,yes,no,yes,yes,yes,yes,no,Good,Low,5,1,2,Very Good,0,0,55,Pass,D
GP,F,17,Rural,Greater than 3,Together,Secondary,Primary,at_home,services,reputation,mother,2,2,0,no,yes,no,yes,yes,yes,yes,no,Good,Low,5,1,2,Very Good,2,0,30,Fail,F
GP,F,17,Rural,Greater than 3,Together,Secondary,Secondary,other,other,reputation,mother,1,1,0,no,yes,no,no,yes,yes,yes,no,Very Good,Average,2,1,2,Average,18,15,30,Fail,F
GP,F,17,Rural,Greater than 3,Together,Secondary,Secondary,other,other,reputation,mother,1,1,0,no,yes,no,no,yes,yes,yes,no,Very Good,Average,2,1,2,Average,21,20,65,Pass,C
GP,F,17,Rural,Less than equal to 3,Apart,Primary,Higher Education,other,other,course,other,4,1,1,no,yes,no,no,yes,yes,yes,no,Very Good,Very High,4,1,1,Very Good,14,10,40,Pass,E
GP,F,17,Rural,Less than equal to 3,Together,Higher Education,Higher Education,services,other,other,mother,1,1,0,no,yes,no,no,yes,yes,no,no,Very Good,Low,1,1,2,Average,6,5,55,Pass,D
GP,F,17,Rural,Less than equal to 3,Together,Higher Education,Higher Education,services,other,other,mother,1,1,0,no,yes,yes,no,yes,yes,no,no,Very Good,Low,1,1,2,Average,12,10,50,Pass,D
GP,F,17,Rural,Less than equal to 3,Together,HighSchool,Primary,services,other,reputation,mother,2,4,0,no,yes,no,no,yes,yes,no,no,Average,Very Low,2,1,1,Average,0,0,95,Pass,S
GP,F,17,Rural,Less than equal to 3,Together,HighSchool,Primary,services,other,reputation,mother,2,4,0,no,yes,yes,no,yes,yes,no,no,Average,Very Low,2,1,1,Average,6,5,90,Pass,S
GP,F,17,Rural,Less than equal to 3,Together,Primary,Primary,at_home,other,course,mother,2,3,0,no,no,no,yes,yes,yes,yes,no,Good,Average,3,1,3,Very Good,4,0,75,Pass,B
GP,F,17,Rural,Less than equal to 3,Together,Secondary,Secondary,services,services,course,mother,1,3,0,no,yes,no,yes,yes,yes,yes,no,Average,Average,2,2,2,Average,0,0,50,Pass,D
GP,F,17,Rural,Less than equal to 3,Together,Secondary,Secondary,services,services,course,mother,1,3,0,no,yes,yes,yes,yes,yes,yes,no,Average,Average,2,2,2,Average,3,0,55,Pass,D
GP,F,17,Urban,Greater than 3,Apart,Higher Education,Higher Education,other,teacher,home,mother,2,2,0,yes,yes,no,no,yes,yes,no,no,Good,Very Low,4,1,1,Very Bad,2,0,65,Pass,C
GP,F,17,Urban,Greater than 3,Apart,Higher Education,Higher Education,other,teacher,home,mother,2,2,0,yes,yes,no,no,yes,yes,no,no,Good,Very Low,4,1,1,Very Bad,6,5,30,Fail,F
GP,F,17,Urban,Greater than 3,Apart,Higher Education,HighSchool,services,services,course,mother,1,2,0,no,yes,no,no,yes,yes,yes,yes,Very Good,Low,2,1,2,Very Good,14,10,85,Pass,A
GP,F,17,Urban,Greater than 3,Apart,Higher Education,HighSchool,services,services,course,mother,1,2,0,no,yes,yes,no,yes,yes,yes,yes,Very Good,Low,2,1,2,Very Good,23,20,65,Pass,C
GP,F,17,Urban,Greater than 3,Apart,HighSchool,HighSchool,health,other,reputation,mother,1,2,0,no,yes,no,no,no,yes,yes,yes,Average,Average,3,1,3,Average,6,5,45,Pass,E
GP,F,17,Urban,Greater than 3,Apart,HighSchool,HighSchool,health,other,reputation,mother,1,2,0,no,yes,no,no,no,yes,yes,yes,Average,Average,3,1,3,Average,10,10,70,Pass,B
GP,F,17,Urban,Greater than 3,Apart,Secondary,Primary,other,other,course,mother,2,3,0,no,no,no,yes,yes,yes,yes,yes,Average,Low,3,1,2,Average,0,0,80,Pass,A
GP,F,17,Urban,Greater than 3,Apart,Secondary,Primary,other,other,course,mother,2,3,0,no,no,no,yes,yes,yes,yes,yes,Average,Low,3,1,2,Average,10,10,60,Pass,C
GP,F,17,Urban,Greater than 3,Apart,Secondary,Secondary,at_home,at_home,home,father,1,2,0,no,yes,no,no,yes,yes,yes,yes,Average,Average,1,1,2,Good,18,15,70,Pass,B
GP,F,17,Urban,Greater than 3,Apart,Secondary,Secondary,at_home,at_home,home,father,1,2,1,no,yes,no,no,yes,yes,yes,yes,Average,Average,1,1,2,Good,0,0,0,Fail,F
GP,F,17,Urban,Greater than 3,Together,Higher Education,Higher Education,health,health,course,mother,1,1,0,no,no,no,yes,yes,yes,yes,no,Very Good,Average,4,1,2,Very Good,2,0,85,Pass,A
GP,F,17,Urban,Greater than 3,Together,Higher Education,Higher Education,other,teacher,course,mother,1,1,0,yes,yes,no,no,yes,yes,no,yes,Good,Low,1,1,1,Good,0,0,60,Pass,C
GP,F,17,Urban,Greater than 3,Together,Higher Education,Higher Education,other,teacher,course,mother,1,1,0,yes,yes,no,no,yes,yes,no,yes,Good,Low,1,1,1,Good,0,0,65,Pass,C
GP,F,17,Urban,Greater than 3,Together,Higher Education,Higher Education,services,teacher,home,mother,2,1,1,no,yes,no,no,yes,yes,yes,no,Good,Low,4,2,3,Bad,24,20,90,Pass,S
GP,F,17,Urban,Greater than 3,Together,Higher Education,Higher Education,services,teacher,home,mother,2,1,1,no,yes,no,no,yes,yes,yes,no,Good,Low,4,2,3,Bad,30,30,80,Pass,A
GP,F,17,Urban,Greater than 3,Together,Higher Education,Higher Education,teacher,services,course,mother,1,2,0,no,yes,yes,no,yes,yes,yes,yes,Very Good,Average,1,1,4,Very Good,2,0,60,Pass,C
GP,F,17,Urban,Greater than 3,Together,Higher Education,Higher Education,teacher,services,course,mother,1,3,0,no,yes,no,yes,yes,yes,yes,no,Very Good,High,4,1,3,Good,0,0,65,Pass,C
GP,F,17,Urban,Greater than 3,Together,Higher Education,Higher Education,teacher,services,course,mother,1,3,0,no,yes,yes,yes,yes,yes,yes,no,Very Good,High,4,1,3,Good,7,5,45,Pass,E
GP,F,17,Urban,Greater than 3,Together,Higher Education,Higher Education,teacher,teacher,course,mother,2,3,0,no,yes,no,no,no,yes,yes,yes,Good,Average,3,1,2,Good,4,0,75,Pass,B
GP,F,17,Urban,Greater than 3,Together,Higher Education,Higher Education,teacher,teacher,course,mother,2,3,0,no,yes,yes,no,no,yes,yes,yes,Good,Average,3,1,2,Good,4,0,70,Pass,B
GP,F,17,Urban,Greater than 3,Together,Higher Education,HighSchool,health,other,reputation,mother,1,3,0,no,yes,no,yes,yes,yes,yes,yes,Good,High,3,1,3,Good,0,0,65,Pass,C
GP,F,17,Urban,Greater than 3,Together,Higher Education,HighSchool,health,other,reputation,mother,1,3,0,no,yes,yes,yes,yes,yes,yes,yes,Good,High,3,1,3,Good,0,0,75,Pass,B
GP,F,17,Urban,Greater than 3,Together,Higher Education,HighSchool,health,services,reputation,mother,1,3,0,no,yes,no,no,yes,yes,yes,no,Good,Low,2,1,2,Average,0,0,90,Pass,S
GP,F,17,Urban,Greater than 3,Together,Higher Education,HighSchool,health,services,reputation,mother,1,3,0,no,yes,yes,no,yes,yes,yes,no,Good,Low,2,1,2,Average,0,0,75,Pass,B
GP,F,17,Urban,Greater than 3,Together,Higher Education,HighSchool,other,other,reputation,mother,1,2,0,no,no,no,no,yes,yes,yes,yes,Average,High,5,2,4,Very Bad,16,15,50,Pass,D
GP,F,17,Urban,Greater than 3,Together,Higher Education,HighSchool,other,other,reputation,mother,1,2,2,no,no,yes,no,yes,yes,yes,yes,Average,High,5,2,4,Very Bad,22,20,20,Fail,F
GP,F,17,Urban,Greater than 3,Together,Higher Education,Secondary,other,other,reputation,mother,2,3,0,no,yes,no,no,yes,yes,yes,no,Good,Average,3,1,1,Average,0,0,80,Pass,A
GP,F,17,Urban,Greater than 3,Together,Higher Education,Secondary,other,other,reputation,mother,2,3,0,no,yes,yes,no,yes,yes,yes,no,Good,Average,3,1,1,Average,0,0,70,Pass,B
GP,F,17,Urban,Greater than 3,Together,HighSchool,Higher Education,at_home,services,home,mother,1,3,1,no,yes,yes,no,yes,yes,yes,yes,Good,High,3,3,4,Very Good,14,10,40,Pass,E
GP,F,17,Urban,Greater than 3,Together,HighSchool,Higher Education,at_home,services,home,mother,1,3,1,no,yes,yes,no,yes,yes,yes,yes,Good,High,3,3,4,Very Good,28,25,45,Pass,E
GP,F,17,Urban,Greater than 3,Together,HighSchool,Higher Education,services,other,course,mother,1,3,0,no,no,no,no,yes,yes,yes,no,Good,High,5,1,3,Very Good,8,5,70,Pass,B
GP,F,17,Urban,Greater than 3,Together,HighSchool,Higher Education,services,other,course,mother,1,3,0,no,no,no,no,yes,yes,yes,no,Good,High,5,1,3,Very Good,16,15,75,Pass,B
GP,F,17,Urban,Greater than 3,Together,HighSchool,HighSchool,at_home,other,course,mother,1,1,0,no,yes,yes,yes,yes,yes,yes,no,Good,Low,5,2,5,Very Good,2,0,55,Pass,D
GP,F,17,Urban,Greater than 3,Together,HighSchool,HighSchool,other,other,home,mother,1,3,0,no,no,no,yes,no,yes,no,no,Average,Low,3,1,1,Good,2,0,65,Pass,C
GP,F,17,Urban,Greater than 3,Together,HighSchool,HighSchool,other,other,home,mother,1,3,0,no,no,no,yes,no,yes,no,no,Average,Low,3,1,1,Good,4,0,45,Pass,E
GP,F,17,Urban,Greater than 3,Together,HighSchool,HighSchool,services,other,home,mother,2,3,0,no,yes,no,no,yes,yes,yes,yes,Good,Low,2,2,3,Very Good,10,10,55,Pass,D
GP,F,17,Urban,Greater than 3,Together,HighSchool,Primary,other,at_home,home,mother,1,1,1,no,yes,yes,no,yes,yes,yes,yes,Good,Very Low,2,1,1,Average,6,5,65,Pass,C
GP,F,17,Urban,Greater than 3,Together,HighSchool,Primary,services,services,course,father,1,3,0,no,yes,no,no,no,yes,yes,no,Average,High,3,2,3,Very Good,0,0,85,Pass,A
GP,F,17,Urban,Greater than 3,Together,HighSchool,Primary,services,services,course,father,1,3,0,no,yes,no,no,no,yes,yes,no,Average,High,3,2,3,Very Good,1,0,75,Pass,B
GP,F,17,Urban,Greater than 3,Together,HighSchool,Secondary,health,health,reputation,father,1,4,0,no,yes,no,yes,no,yes,yes,no,Very Good,Low,2,1,2,Very Good,0,0,90,Pass,S
GP,F,17,Urban,Greater than 3,Together,HighSchool,Secondary,health,health,reputation,father,1,4,0,no,yes,yes,yes,no,yes,yes,no,Very Good,Low,2,1,2,Very Good,0,0,90,Pass,S
GP,F,17,Urban,Greater than 3,Together,HighSchool,Secondary,other,other,course,father,1,2,0,no,no,no,yes,yes,yes,no,no,Very Good,High,2,1,1,Average,4,0,75,Pass,B
GP,F,17,Urban,Greater than 3,Together,HighSchool,Secondary,other,other,course,mother,1,2,0,no,no,no,yes,no,yes,yes,no,Very Good,Average,4,1,3,Average,2,0,85,Pass,A
GP,F,17,Urban,Greater than 3,Together,HighSchool,Secondary,other,other,course,mother,1,2,0,no,no,no,yes,no,yes,yes,no,Very Good,Average,4,1,3,Average,10,10,75,Pass,B
GP,F,17,Urban,Greater than 3,Together,HighSchool,Secondary,other,other,home,mother,1,2,0,no,yes,no,no,yes,yes,yes,yes,Good,Average,2,2,3,Bad,0,0,75,Pass,B
GP,F,17,Urban,Greater than 3,Together,HighSchool,Secondary,other,other,home,mother,1,2,0,no,yes,yes,no,yes,yes,yes,yes,Good,Average,2,2,3,Bad,0,0,0,Fail,F
GP,F,17,Urban,Greater than 3,Together,Primary,Primary,at_home,other,course,father,1,2,0,no,yes,no,no,no,yes,yes,no,Very Good,Average,3,1,1,Average,2,0,55,Pass,D
GP,F,17,Urban,Greater than 3,Together,Primary,Primary,at_home,other,course,father,1,2,0,no,yes,no,no,no,yes,yes,no,Very Good,Average,3,1,1,Average,4,0,30,Fail,F
GP,F,17,Urban,Greater than 3,Together,Primary,Primary,at_home,other,course,mother,1,2,0,yes,no,no,no,no,yes,no,yes,Good,Average,2,1,1,Good,10,10,50,Pass,D
GP,F,17,Urban,Greater than 3,Together,Primary,Primary,at_home,other,reputation,mother,1,3,0,no,yes,no,yes,yes,yes,no,yes,Good,Average,4,1,1,Very Good,12,10,60,Pass,C
GP,F,17,Urban,Greater than 3,Together,Primary,Primary,at_home,other,reputation,mother,1,3,1,no,yes,no,yes,yes,yes,no,yes,Good,Average,4,1,1,Very Good,0,0,0,Fail,F
GP,F,17,Urban,Greater than 3,Together,Primary,Primary,at_home,services,course,mother,1,2,0,no,no,no,yes,yes,yes,yes,no,Very Good,Average,3,1,1,Average,0,0,45,Pass,E
GP,F,17,Urban,Greater than 3,Together,Primary,Primary,at_home,services,course,mother,1,2,0,no,no,no,yes,yes,yes,yes,no,Very Good,Average,3,1,1,Average,0,0,60,Pass,C
GP,F,17,Urban,Greater than 3,Together,Primary,Primary,other,other,course,mother,1,2,0,no,yes,no,no,no,yes,no,no,Good,High,4,1,3,Very Bad,0,0,75,Pass,B
GP,F,17,Urban,Greater than 3,Together,Primary,Primary,other,other,course,mother,1,2,0,no,yes,yes,no,no,yes,no,no,Good,High,4,1,3,Very Bad,4,0,50,Pass,D
GP,F,17,Urban,Greater than 3,Together,Primary,Primary,other,services,course,father,1,2,0,no,yes,no,no,yes,yes,no,no,Good,Average,4,1,2,Very Good,4,0,55,Pass,D
GP,F,17,Urban,Greater than 3,Together,Primary,Primary,services,teacher,reputation,mother,1,3,0,no,yes,no,no,yes,yes,yes,no,Good,Average,3,1,1,Average,0,0,70,Pass,B
GP,F,17,Urban,Greater than 3,Together,Primary,Primary,services,teacher,reputation,mother,1,3,0,no,yes,yes,no,yes,yes,yes,no,Good,Average,3,1,1,Average,6,5,60,Pass,C
GP,F,17,Urban,Greater than 3,Together,Secondary,Higher Education,at_home,health,reputation,mother,2,2,0,no,yes,no,no,yes,yes,yes,yes,Good,Average,3,1,1,Very Bad,6,5,80,Pass,A
GP,F,17,Urban,Greater than 3,Together,Secondary,Higher Education,at_home,health,reputation,mother,2,2,0,no,yes,yes,no,yes,yes,yes,yes,Good,Average,3,1,1,Very Bad,2,0,50,Pass,D
GP,F,17,Urban,Greater than 3,Together,Secondary,Higher Education,services,services,reputation,father,1,2,0,no,yes,no,yes,yes,yes,no,no,Very Good,High,2,2,3,Very Good,0,0,85,Pass,A
GP,F,17,Urban,Greater than 3,Together,Secondary,HighSchool,at_home,other,home,father,2,1,0,no,yes,no,no,yes,yes,no,no,Average,Average,3,1,4,Average,4,0,65,Pass,C
GP,F,17,Urban,Greater than 3,Together,Secondary,HighSchool,at_home,other,home,father,2,1,0,no,yes,yes,no,yes,yes,no,no,Average,Average,3,1,4,Average,3,0,40,Pass,E
GP,F,17,Urban,Greater than 3,Together,Secondary,HighSchool,other,other,course,father,2,2,0,no,no,no,yes,yes,yes,yes,yes,Good,Low,1,1,1,Average,2,0,70,Pass,B
GP,F,17,Urban,Greater than 3,Together,Secondary,Primary,services,other,course,mother,2,2,0,no,yes,no,yes,yes,yes,yes,yes,Good,Average,4,2,2,Very Bad,10,10,75,Pass,B
GP,F,17,Urban,Greater than 3,Together,Secondary,Primary,services,other,reputation,mother,1,2,0,no,yes,no,yes,yes,yes,yes,no,Good,Average,5,2,4,Good,4,0,80,Pass,A
GP,F,17,Urban,Greater than 3,Together,Secondary,Secondary,at_home,at_home,course,mother,1,3,0,no,yes,no,yes,yes,yes,yes,no,Good,Average,3,1,1,Good,0,0,65,Pass,C
GP,F,17,Urban,Greater than 3,Together,Secondary,Secondary,at_home,at_home,course,mother,1,3,0,no,yes,yes,yes,yes,yes,yes,no,Good,Average,3,1,1,Good,4,0,50,Pass,D
GP,F,17,Urban,Greater than 3,Together,Secondary,Secondary,other,other,course,mother,1,2,0,no,yes,no,no,no,yes,yes,no,Very Good,High,5,1,2,Very Good,4,0,55,Pass,D
GP,F,17,Urban,Greater than 3,Together,Secondary,Secondary,other,other,course,mother,1,2,0,no,yes,no,no,no,yes,yes,no,Very Good,High,5,1,2,Very Good,12,10,70,Pass,B
GP,F,17,Urban,Greater than 3,Together,Secondary,Secondary,other,other,course,mother,1,2,0,no,yes,no,no,yes,yes,no,yes,Good,Low,2,1,1,Average,4,0,65,Pass,C
GP,F,17,Urban,Greater than 3,Together,Secondary,Secondary,other,other,course,mother,1,2,0,no,yes,no,no,yes,yes,no,yes,Good,Low,2,1,1,Average,12,10,45,Pass,E
GP,F,17,Urban,Greater than 3,Together,Secondary,Secondary,other,services,reputation,father,3,3,0,no,yes,no,no,yes,yes,yes,yes,Good,Low,3,1,1,Very Bad,8,5,75,Pass,B
GP,F,17,Urban,Greater than 3,Together,Secondary,Secondary,services,services,reputation,mother,1,2,0,no,yes,no,yes,yes,yes,yes,no,Good,Average,4,1,3,Good,0,0,85,Pass,A
GP,F,17,Urban,Less than equal to 3,Apart,Higher Education,Secondary,teacher,other,course,mother,1,2,0,no,yes,no,yes,yes,yes,no,no,Good,Average,2,1,1,Good,4,0,70,Pass,B
GP,F,17,Urban,Less than equal to 3,Apart,HighSchool,HighSchool,services,other,home,mother,1,2,0,yes,yes,no,no,yes,yes,yes,no,Very Good,Average,3,1,1,Very Good,0,0,65,Pass,C
GP,F,17,Urban,Less than equal to 3,Apart,Secondary,Primary,other,other,course,mother,3,1,0,no,yes,no,no,yes,yes,yes,no,Average,Low,2,1,2,Very Good,8,5,55,Pass,D
GP,F,17,Urban,Less than equal to 3,Apart,Secondary,Secondary,other,other,home,mother,1,1,1,no,yes,no,no,no,no,yes,no,Average,Very Low,2,1,1,Very Bad,8,5,50,Pass,D
GP,F,17,Urban,Less than equal to 3,Together,Higher Education,HighSchool,health,other,reputation,father,1,2,0,no,no,no,yes,yes,yes,yes,yes,Average,Low,3,1,2,Average,0,0,60,Pass,C
GP,F,17,Urban,Less than equal to 3,Together,Higher Education,HighSchool,health,other,reputation,father,1,2,0,no,no,no,yes,yes,yes,yes,yes,Average,Low,3,1,2,Average,14,10,70,Pass,B
GP,F,17,Urban,Less than equal to 3,Together,Higher Education,Secondary,teacher,services,reputation,mother,1,4,0,no,yes,no,yes,yes,yes,yes,no,Good,Low,3,1,1,Good,2,0,85,Pass,A
GP,F,17,Urban,Less than equal to 3,Together,Higher Education,Secondary,teacher,services,reputation,mother,1,4,0,no,yes,yes,yes,yes,yes,yes,no,Good,Low,3,1,1,Good,6,5,65,Pass,C
GP,F,17,Urban,Less than equal to 3,Together,HighSchool,HighSchool,other,other,reputation,mother,1,2,0,no,yes,no,yes,yes,yes,yes,yes,Very Good,Average,3,2,3,Very Bad,32,30,70,Pass,B
GP,F,17,Urban,Less than equal to 3,Together,HighSchool,HighSchool,other,other,reputation,mother,1,2,0,no,yes,no,yes,yes,yes,yes,yes,Very Good,Average,3,2,3,Very Bad,56,55,40,Pass,E
GP,F,17,Urban,Less than equal to 3,Together,HighSchool,Secondary,other,other,reputation,mother,2,2,0,no,no,no,no,yes,yes,yes,no,Good,High,4,1,3,Very Bad,2,0,75,Pass,B
GP,F,17,Urban,Less than equal to 3,Together,HighSchool,Secondary,other,other,reputation,mother,2,2,0,no,no,yes,no,yes,yes,yes,no,Good,High,4,1,3,Very Bad,2,0,75,Pass,B
GP,F,17,Urban,Less than equal to 3,Together,,Secondary,at_home,at_home,home,father,2,3,0,no,no,no,no,yes,yes,yes,no,Average,Average,3,2,3,Bad,0,0,75,Pass,B
GP,F,17,Urban,Less than equal to 3,Together,Primary,Primary,at_home,at_home,course,mother,1,3,0,no,yes,no,yes,yes,yes,yes,yes,Good,Average,2,1,2,Good,10,10,50,Pass,D
GP,F,17,Urban,Less than equal to 3,Together,Secondary,Higher Education,services,services,course,father,1,2,0,no,no,no,yes,yes,yes,yes,yes,Good,Average,2,1,1,Very Good,0,0,75,Pass,B
GP,F,17,Urban,Less than equal to 3,Together,Secondary,Higher Education,services,services,course,father,1,2,0,no,no,no,yes,yes,yes,yes,yes,Good,Average,2,1,1,Very Good,8,5,80,Pass,A
GP,F,17,Urban,Less than equal to 3,Together,Secondary,Primary,other,other,home,father,1,2,0,no,no,no,yes,yes,yes,yes,no,Good,Low,3,2,2,Bad,2,0,70,Pass,B
GP,F,17,Urban,Less than equal to 3,Together,Secondary,Secondary,other,other,course,father,1,1,0,no,yes,no,no,yes,yes,yes,yes,Average,High,4,1,3,Very Good,2,0,60,Pass,C
GP,F,17,Urban,Less than equal to 3,Together,Secondary,Secondary,other,other,course,father,1,1,0,no,yes,no,no,yes,yes,yes,yes,Average,High,4,1,3,Very Good,12,10,60,Pass,C
GP,F,17,Urban,Less than equal to 3,Together,Secondary,Secondary,services,other,course,mother,2,2,0,yes,yes,no,no,yes,yes,yes,yes,Good,High,4,2,3,Very Good,6,5,60,Pass,C
GP,F,17,Urban,Less than equal to 3,Together,Secondary,Secondary,services,other,course,mother,2,2,0,yes,yes,yes,no,yes,yes,yes,yes,Good,High,4,2,3,Very Good,6,5,60,Pass,C
GP,F,17,Urban,Less than equal to 3,Together,Secondary,Secondary,services,services,course,father,1,4,0,no,no,no,yes,yes,yes,yes,yes,Average,High,1,1,1,Bad,2,0,60,Pass,C
GP,F,17,Urban,Less than equal to 3,Together,Secondary,Secondary,services,services,course,father,1,4,0,no,no,yes,yes,yes,yes,yes,yes,Average,High,1,1,1,Bad,0,0,0,Fail,F
GP,F,18,Rural,Greater than 3,Apart,HighSchool,Secondary,other,services,home,mother,2,2,0,no,no,no,no,no,no,yes,yes,Good,Very Low,1,1,1,Very Good,15,15,50,Pass,D
GP,F,18,Rural,Greater than 3,Apart,HighSchool,Secondary,other,services,home,mother,2,2,0,no,no,no,no,no,no,yes,yes,Good,Very Low,1,1,1,Very Good,75,75,45,Pass,E
GP,F,18,Rural,Greater than 3,Together,Higher Education,Higher Education,teacher,other,reputation,mother,2,2,0,no,no,no,yes,yes,yes,yes,no,Good,Average,4,2,2,Good,8,5,60,Pass,C
GP,F,18,Rural,Greater than 3,Together,Higher Education,Higher Education,teacher,other,reputation,mother,2,2,0,no,no,yes,yes,yes,yes,yes,no,Good,Average,4,2,2,Good,8,5,55,Pass,D
GP,F,18,Rural,Greater than 3,Together,HighSchool,Primary,other,other,reputation,mother,1,2,0,no,no,no,yes,yes,yes,yes,yes,Very Good,Average,3,1,1,Good,4,0,40,Pass,E
GP,F,18,Rural,Greater than 3,Together,HighSchool,Primary,other,other,reputation,mother,1,2,1,no,no,no,yes,yes,yes,yes,yes,Very Good,Average,3,1,1,Good,16,15,35,Pass,E
GP,F,18,Rural,Greater than 3,Together,Primary,Primary,at_home,other,course,mother,3,1,3,no,yes,no,yes,no,yes,no,no,Very Good,Low,5,1,5,Good,6,5,50,Pass,D
GP,F,18,Rural,Greater than 3,Together,Primary,Primary,at_home,other,course,mother,3,1,3,no,yes,no,yes,no,yes,no,no,Very Good,Low,5,1,5,Good,6,5,55,Pass,D
GP,F,18,Rural,Greater than 3,Together,Secondary,Primary,other,other,reputation,mother,2,2,0,no,yes,no,no,yes,no,yes,yes,Good,Average,5,1,2,Average,0,0,0,Fail,F
GP,F,18,Rural,Greater than 3,Together,Secondary,Primary,other,other,reputation,mother,2,2,0,no,yes,no,no,yes,no,yes,yes,Good,Average,5,1,2,Average,12,10,50,Pass,D
GP,F,18,Rural,Greater than 3,Together,Secondary,Secondary,at_home,other,course,mother,2,4,0,no,no,no,yes,yes,yes,no,no,Good,High,4,1,1,Good,0,0,0,Fail,F
GP,F,18,Rural,Greater than 3,Together,Secondary,Secondary,at_home,other,course,mother,2,4,0,no,no,no,yes,yes,yes,no,no,Good,High,4,1,1,Good,6,5,70,Pass,B
GP,F,18,Rural,Greater than 3,Together,Secondary,Secondary,other,other,home,mother,1,2,0,yes,no,no,no,yes,yes,no,no,Average,Low,3,1,1,Very Good,4,0,65,Pass,C
GP,F,18,Rural,Less than equal to 3,Together,Primary,Primary,at_home,other,reputation,mother,2,4,0,no,yes,no,yes,yes,yes,no,no,Very Good,Low,2,1,1,Average,2,0,90,Pass,S
GP,F,18,Rural,Less than equal to 3,Together,Primary,Primary,at_home,other,reputation,mother,2,4,0,no,yes,yes,yes,yes,yes,no,no,Very Good,Low,2,1,1,Average,1,0,60,Pass,C
GP,F,18,Urban,Greater than 3,Apart,Higher Education,Higher Education,at_home,teacher,course,mother,2,2,0,yes,no,no,no,yes,yes,no,no,Good,Average,4,1,1,Average,4,0,55,Pass,D
GP,F,18,Urban,Greater than 3,Apart,Higher Education,Higher Education,at_home,teacher,course,mother,2,2,0,yes,no,no,no,yes,yes,no,no,Good,Average,4,1,1,Average,6,5,30,Fail,F
GP,F,18,Urban,Greater than 3,Apart,HighSchool,Secondary,other,services,course,other,1,3,0,no,yes,no,yes,no,yes,yes,yes,Good,Average,3,5,1,Very Good,10,10,55,Pass,D
GP,F,18,Urban,Greater than 3,Together,Higher Education,Higher Education,health,health,reputation,father,1,2,1,yes,yes,no,yes,yes,yes,yes,yes,Bad,High,4,1,1,Good,2,0,65,Pass,C
GP,F,18,Urban,Greater than 3,Together,Higher Education,Higher Education,health,health,reputation,father,1,2,1,yes,yes,no,yes,yes,yes,yes,yes,Bad,High,4,1,1,Good,15,15,40,Pass,E
GP,F,18,Urban,Greater than 3,Together,Higher Education,Higher Education,teacher,other,course,mother,1,2,0,no,yes,no,no,yes,yes,yes,no,Good,High,4,3,3,Very Good,0,0,65,Pass,C
GP,F,18,Urban,Greater than 3,Together,Higher Education,Higher Education,teacher,other,course,mother,1,2,0,no,yes,yes,no,yes,yes,yes,no,Good,High,4,3,3,Very Good,2,0,55,Pass,D
GP,F,18,Urban,Greater than 3,Together,Higher Education,HighSchool,other,other,course,mother,1,3,0,no,yes,no,yes,yes,yes,yes,yes,Good,Average,4,1,1,Very Good,2,0,85,Pass,A
GP,F,18,Urban,Greater than 3,Together,Higher Education,HighSchool,other,other,course,mother,1,3,0,no,yes,yes,yes,yes,yes,yes,yes,Good,Average,4,1,1,Very Good,9,5,45,Pass,E
GP,F,18,Urban,Greater than 3,Together,Higher Education,HighSchool,other,other,reputation,father,1,4,0,no,yes,no,no,yes,yes,yes,no,Good,Average,3,1,1,Average,0,0,85,Pass,A
GP,F,18,Urban,Greater than 3,Together,Higher Education,HighSchool,other,other,reputation,father,1,4,0,no,yes,yes,no,yes,yes,yes,no,Good,Average,3,1,1,Average,0,0,70,Pass,B
GP,F,18,Urban,Greater than 3,Together,Higher Education,HighSchool,services,other,home,father,1,2,0,no,yes,no,no,yes,yes,yes,yes,Average,Very Low,2,1,3,Bad,2,0,75,Pass,B
GP,F,18,Urban,Greater than 3,Together,Higher Education,HighSchool,services,other,home,father,1,2,0,no,yes,yes,no,yes,yes,yes,yes,Average,Very Low,2,1,3,Bad,21,20,90,Pass,S
GP,F,18,Urban,Greater than 3,Together,HighSchool,Higher Education,other,other,course,mother,1,1,0,no,yes,no,yes,yes,yes,yes,yes,Very Good,High,4,1,1,Very Bad,4,0,70,Pass,B
GP,F,18,Urban,Greater than 3,Together,HighSchool,HighSchool,at_home,other,course,father,1,2,0,no,yes,no,no,yes,yes,yes,no,Good,Very Low,4,1,1,Average,8,5,70,Pass,B
GP,F,18,Urban,Greater than 3,Together,HighSchool,HighSchool,other,other,course,mother,2,1,1,no,no,no,no,yes,no,yes,no,Good,Very Low,1,1,1,Average,14,10,35,Pass,E
GP,F,18,Urban,Greater than 3,Together,HighSchool,HighSchool,services,services,home,mother,1,2,0,no,no,no,yes,yes,yes,yes,no,Very Good,Average,4,1,1,Good,0,0,0,Fail,F
GP,F,18,Urban,Greater than 3,Together,HighSchool,HighSchool,services,services,home,mother,1,2,0,no,no,no,yes,yes,yes,yes,no,Very Good,Average,4,1,1,Good,8,5,60,Pass,C
GP,F,18,Urban,Greater than 3,Together,HighSchool,Secondary,at_home,other,reputation,father,1,3,0,no,yes,no,no,yes,yes,yes,yes,Good,Average,4,1,2,Bad,5,5,85,Pass,A
GP,F,18,Urban,Greater than 3,Together,HighSchool,Secondary,other,services,other,mother,1,3,0,no,no,no,no,yes,yes,yes,yes,Very Good,High,3,2,3,Very Bad,4,0,85,Pass,A
GP,F,18,Urban,Greater than 3,Together,HighSchool,Secondary,other,services,other,mother,1,3,0,no,no,no,no,yes,yes,yes,yes,Very Good,High,3,2,3,Very Bad,7,5,70,Pass,B
GP,F,18,Urban,Greater than 3,Together,HighSchool,Secondary,services,other,home,mother,1,2,0,no,yes,no,yes,no,yes,yes,yes,Average,Very Low,2,1,2,Very Bad,4,0,65,Pass,C
GP,F,18,Urban,Greater than 3,Together,Primary,Higher Education,other,teacher,home,mother,1,2,0,yes,yes,no,no,no,yes,no,yes,Average,High,4,1,2,Very Good,2,0,55,Pass,D
GP,F,18,Urban,Greater than 3,Together,Primary,Primary,other,other,home,mother,2,2,0,yes,no,no,yes,yes,yes,yes,no,Very Good,High,4,1,1,Good,0,0,65,Pass,C
GP,F,18,Urban,Greater than 3,Together,Primary,Primary,other,other,home,mother,2,2,0,yes,no,no,yes,yes,yes,yes,no,Very Good,High,4,1,1,Good,4,0,50,Pass,D
GP,F,18,Urban,Greater than 3,Together,Primary,Primary,other,other,home,mother,2,3,0,no,no,no,yes,yes,yes,yes,no,Good,Very High,5,1,2,Bad,0,0,70,Pass,B
GP,F,18,Urban,Greater than 3,Together,Secondary,Higher Education,services,at_home,reputation,other,1,2,1,no,yes,yes,yes,yes,yes,yes,no,Good,High,3,1,1,Average,8,5,60,Pass,C
GP,F,18,Urban,Greater than 3,Together,Secondary,HighSchool,at_home,other,course,mother,1,3,0,no,yes,no,no,yes,yes,yes,no,Good,Average,3,1,2,Average,0,0,70,Pass,B
GP,F,18,Urban,Greater than 3,Together,Secondary,HighSchool,at_home,other,course,mother,1,3,0,no,yes,no,no,yes,yes,yes,no,Good,Average,3,1,2,Average,4,0,50,Pass,D
GP,F,18,Urban,Greater than 3,Together,Secondary,HighSchool,other,services,reputation,father,1,4,0,no,yes,no,yes,yes,yes,yes,yes,Good,Very High,5,1,3,Bad,10,10,80,Pass,A
GP,F,18,Urban,Greater than 3,Together,Secondary,HighSchool,other,services,reputation,father,1,4,0,no,yes,yes,yes,yes,yes,yes,yes,Good,Very High,5,1,3,Bad,4,0,70,Pass,B
GP,F,18,Urban,Greater than 3,Together,Secondary,Primary,other,other,course,other,2,3,0,no,yes,no,no,no,yes,yes,yes,Good,High,4,1,1,Average,10,10,55,Pass,D
GP,F,18,Urban,Greater than 3,Together,Secondary,Primary,other,other,course,other,2,3,0,no,yes,yes,no,no,yes,yes,yes,Good,High,4,1,1,Average,0,0,0,Fail,F
GP,F,18,Urban,Greater than 3,Together,Secondary,Primary,other,other,home,mother,1,2,0,no,yes,no,no,yes,yes,yes,yes,Good,Low,5,1,2,Very Bad,8,5,75,Pass,B
GP,F,18,Urban,Greater than 3,Together,Secondary,Primary,other,other,reputation,mother,2,2,0,no,no,no,yes,yes,yes,yes,yes,Good,Average,1,1,1,Very Good,10,10,70,Pass,B
GP,F,18,Urban,Greater than 3,Together,Secondary,Primary,services,other,course,mother,2,2,0,no,yes,no,yes,yes,yes,yes,no,Very Good,Average,3,1,2,Very Bad,2,0,75,Pass,B
GP,F,18,Urban,Greater than 3,Together,Secondary,Primary,services,other,course,mother,2,2,0,no,yes,yes,yes,yes,yes,yes,no,Very Good,Average,3,1,2,Very Bad,0,0,0,Fail,F
GP,F,18,Urban,Greater than 3,Together,Secondary,Primary,services,other,reputation,mother,1,2,3,no,yes,no,yes,yes,no,yes,yes,Very Good,High,5,1,3,Very Good,10,10,40,Pass,E
GP,F,18,Urban,Greater than 3,Together,Secondary,Secondary,at_home,at_home,other,mother,1,3,0,no,yes,no,no,yes,yes,yes,no,Good,Average,3,1,2,Bad,0,0,90,Pass,S
GP,F,18,Urban,Greater than 3,Together,Secondary,Secondary,at_home,at_home,other,mother,1,3,0,no,yes,yes,no,yes,yes,yes,no,Good,Average,3,1,2,Bad,5,5,95,Pass,S
GP,F,18,Urban,Greater than 3,Together,Secondary,Secondary,at_home,other,course,mother,4,2,0,no,no,no,yes,yes,yes,no,yes,Good,Low,5,1,1,Bad,2,0,50,Pass,D
GP,F,18,Urban,Greater than 3,Together,Secondary,Secondary,at_home,services,home,mother,1,3,0,no,yes,no,yes,yes,yes,yes,yes,Good,Average,3,1,1,Average,0,0,65,Pass,C
GP,F,18,Urban,Greater than 3,Together,Secondary,Secondary,at_home,services,home,mother,1,3,0,no,yes,yes,yes,yes,yes,yes,yes,Good,Average,3,1,1,Average,0,0,0,Fail,F
GP,F,18,Urban,Greater than 3,Together,Secondary,Secondary,other,other,course,mother,1,1,0,no,yes,no,yes,yes,yes,yes,yes,Good,Average,5,2,4,Very Good,2,0,50,Pass,D
GP,F,18,Urban,Less than equal to 3,Apart,Higher Education,Higher Education,health,other,home,mother,1,2,0,no,yes,no,no,yes,yes,yes,yes,Good,Low,4,1,1,Good,14,10,55,Pass,D
GP,F,18,Urban,Less than equal to 3,Apart,Higher Education,Higher Education,health,other,home,mother,1,2,0,no,yes,yes,no,yes,yes,yes,yes,Good,Low,4,1,1,Good,0,0,75,Pass,B
GP,F,18,Urban,Less than equal to 3,Apart,Secondary,Higher Education,services,other,course,mother,2,2,1,no,yes,no,no,yes,yes,yes,no,Good,Average,3,1,1,Average,18,15,50,Pass,D
GP,F,18,Urban,Less than equal to 3,Apart,Secondary,Primary,other,other,course,mother,1,2,0,no,yes,no,no,no,yes,yes,yes,Good,Average,4,1,3,Very Good,2,0,65,Pass,C
GP,F,18,Urban,Less than equal to 3,Apart,Secondary,Secondary,services,other,reputation,mother,2,2,0,no,yes,no,no,yes,yes,yes,no,Good,Very Low,4,1,3,Good,10,10,85,Pass,A
GP,F,18,Urban,Less than equal to 3,Together,Higher Education,HighSchool,health,services,course,mother,2,1,0,no,yes,no,no,yes,yes,yes,no,Average,Low,4,1,4,Very Bad,8,5,75,Pass,B
GP,F,18,Urban,Less than equal to 3,Together,Higher Education,HighSchool,other,other,home,other,2,2,0,no,yes,no,no,yes,yes,yes,yes,Good,High,5,1,2,Bad,0,0,70,Pass,B
GP,F,18,Urban,Less than equal to 3,Together,Higher Education,HighSchool,other,other,home,other,2,2,0,no,yes,yes,no,yes,yes,yes,yes,Good,High,5,1,2,Bad,10,10,40,Pass,E
GP,F,18,Urban,Less than equal to 3,Together,Higher Education,Secondary,teacher,other,course,mother,1,2,0,no,yes,no,yes,yes,yes,yes,no,Good,Low,2,1,1,Average,0,0,85,Pass,A
GP,F,18,Urban,Less than equal to 3,Together,HighSchool,HighSchool,services,services,home,mother,1,4,0,no,yes,no,no,yes,yes,yes,no,Very Good,Average,3,1,1,Very Bad,4,0,75,Pass,B
GP,F,18,Urban,Less than equal to 3,Together,HighSchool,HighSchool,services,services,home,mother,1,4,0,no,yes,no,no,yes,yes,yes,no,Very Good,Average,3,1,1,Very Bad,7,5,85,Pass,A
GP,F,18,Urban,Less than equal to 3,Together,Primary,Primary,other,at_home,home,mother,1,3,0,no,yes,no,no,no,yes,no,no,Good,High,3,2,3,Average,4,0,70,Pass,B
GP,F,18,Urban,Less than equal to 3,Together,Primary,Primary,other,other,home,mother,2,2,0,no,yes,no,no,no,yes,no,no,Good,High,3,1,1,Average,2,0,65,Pass,C
GP,F,18,Urban,Less than equal to 3,Together,Primary,Primary,other,other,home,mother,2,2,0,no,yes,yes,no,no,yes,no,no,Good,High,3,1,1,Average,2,0,55,Pass,D
GP,F,18,Urban,Less than equal to 3,Together,Secondary,Primary,services,at_home,reputation,mother,1,2,1,no,no,no,no,yes,yes,yes,yes,Very Good,High,3,1,1,Very Good,12,10,65,Pass,C
GP,F,18,Urban,Less than equal to 3,Together,Secondary,Secondary,at_home,services,course,mother,1,2,1,no,yes,no,no,no,yes,yes,yes,Very Good,Average,1,1,1,Very Good,16,15,50,Pass,D
GP,F,18,Urban,Less than equal to 3,Together,Secondary,Secondary,other,other,home,other,1,2,0,no,no,no,yes,no,yes,yes,yes,Good,Average,3,1,1,Bad,0,0,0,Fail,F
GP,F,18,Urban,Less than equal to 3,Together,Secondary,Secondary,other,other,home,other,1,2,0,no,no,no,yes,no,yes,yes,yes,Good,Average,3,1,1,Bad,0,0,60,Pass,C
GP,F,19,Rural,Greater than 3,Apart,HighSchool,Primary,services,at_home,home,other,1,3,1,no,no,yes,no,yes,yes,no,no,Very Good,High,3,1,2,Very Good,12,10,65,Pass,C
GP,F,19,Rural,Greater than 3,Together,HighSchool,Secondary,services,services,reputation,father,1,2,1,yes,yes,no,no,yes,no,yes,no,Average,Average,3,4,3,Average,0,0,50,Pass,D
GP,F,19,Rural,Greater than 3,Together,Secondary,HighSchool,other,other,reputation,other,1,3,1,no,no,no,no,yes,yes,yes,yes,Good,Very Low,2,1,1,Average,40,40,55,Pass,D
GP,F,19,Urban,Greater than 3,Together,Higher Education,Higher Education,health,other,reputation,other,2,2,0,no,yes,no,yes,yes,yes,yes,no,Bad,Average,4,2,3,Bad,2,0,65,Pass,C
GP,F,19,Urban,Greater than 3,Together,Higher Education,Higher Education,health,other,reputation,other,2,2,0,no,yes,yes,yes,yes,yes,yes,no,Bad,Average,4,2,3,Bad,0,0,0,Fail,F
GP,F,19,Urban,Greater than 3,Together,Higher Education,Higher Education,teacher,other,home,other,1,1,1,no,yes,no,no,yes,yes,yes,yes,Average,Low,5,4,4,Very Good,5,5,55,Pass,D
GP,F,19,Urban,Greater than 3,Together,HighSchool,HighSchool,other,other,reputation,other,1,4,0,no,yes,no,yes,yes,yes,yes,no,Good,Average,3,1,2,Average,4,0,60,Pass,C
GP,F,19,Urban,Greater than 3,Together,HighSchool,HighSchool,other,other,reputation,other,1,4,0,no,yes,yes,yes,yes,yes,yes,no,Good,Average,3,1,2,Average,10,10,40,Pass,E
GP,F,19,Urban,Greater than 3,Together,HighSchool,HighSchool,other,services,home,other,1,2,0,no,yes,no,yes,yes,yes,yes,no,Good,Average,5,3,3,Very Good,16,15,60,Pass,C
GP,F,19,Urban,Greater than 3,Together,HighSchool,HighSchool,other,services,home,other,1,2,2,no,yes,yes,yes,yes,yes,yes,no,Good,Average,5,3,3,Very Good,15,15,45,Pass,E
GP,F,19,Urban,Greater than 3,Together,,Primary,at_home,other,course,other,1,2,2,no,yes,no,no,no,no,no,no,Average,High,2,1,1,Very Good,0,0,55,Pass,D
GP,F,19,Urban,Greater than 3,Together,,Primary,at_home,other,course,other,1,2,3,no,yes,no,no,no,no,no,no,Average,High,2,1,1,Very Good,2,0,45,Pass,E
GP,F,19,Urban,Greater than 3,Together,Primary,Primary,at_home,health,home,other,1,3,2,no,no,no,no,no,yes,yes,yes,Good,Very Low,2,1,1,Average,14,10,65,Pass,C
GP,F,19,Urban,Greater than 3,Together,Primary,Primary,other,other,course,other,3,3,0,no,no,no,yes,yes,no,no,yes,Very Bad,Very High,5,4,3,Very Good,12,10,55,Pass,D
GP,F,19,Urban,Greater than 3,Together,Secondary,Primary,at_home,other,other,other,3,2,0,no,yes,no,no,yes,no,yes,yes,Average,High,1,1,1,Bad,20,20,65,Pass,C
GP,F,19,Urban,Greater than 3,Together,Secondary,Primary,services,services,home,other,1,3,1,no,no,yes,yes,yes,yes,yes,yes,Good,Average,4,1,3,Average,4,0,55,Pass,D
GP,F,19,Urban,Greater than 3,Together,Secondary,Secondary,services,services,home,mother,1,2,0,no,yes,no,no,yes,yes,yes,no,Good,Average,3,1,1,Very Good,0,0,55,Pass,D
GP,F,19,Urban,Less than equal to 3,Apart,Primary,Primary,other,other,course,other,3,2,2,no,yes,no,no,no,yes,yes,yes,Very Good,Average,4,1,1,Good,2,0,45,Pass,E
GP,F,19,Urban,Less than equal to 3,Apart,Secondary,HighSchool,at_home,other,home,other,2,1,1,no,no,no,no,yes,no,yes,no,Bad,Low,3,3,4,Very Good,16,15,55,Pass,D
GP,F,19,Urban,Less than equal to 3,Together,HighSchool,Secondary,services,other,reputation,other,2,2,1,no,yes,yes,no,no,yes,yes,yes,Good,Low,2,1,2,Very Bad,22,20,55,Pass,D
GP,F,19,Urban,Less than equal to 3,Together,Primary,Primary,at_home,other,reputation,other,1,2,1,yes,yes,no,yes,no,yes,yes,no,Good,High,3,1,3,Average,18,15,50,Pass,D
GP,F,19,Urban,Less than equal to 3,Together,Primary,Secondary,services,services,home,other,1,2,1,no,no,no,yes,no,yes,no,yes,Good,Low,4,2,2,Average,0,0,0,Fail,F
GP,F,20,Rural,Greater than 3,Together,Primary,Primary,other,other,reputation,other,2,3,0,no,no,no,no,yes,yes,yes,yes,Average,Low,2,1,3,Average,8,5,75,Pass,B
GP,F,20,Rural,Greater than 3,Together,Secondary,Primary,other,other,course,other,2,2,0,no,yes,yes,yes,yes,no,yes,yes,Very Bad,Low,3,1,2,Bad,8,5,60,Pass,C
GP,F,20,Urban,Greater than 3,Together,Primary,,other,other,reputation,mother,2,1,1,yes,no,no,no,yes,yes,yes,yes,Very Good,Average,1,1,1,Very Good,5,5,50,Pass,D
GP,F,21,Urban,Less than equal to 3,Together,Higher Education,Higher Education,other,other,reputation,other,1,3,2,no,no,yes,yes,yes,yes,yes,no,Average,Average,2,1,1,Very Good,0,0,60,Pass,C
GP,M,15,Rural,Greater than 3,Together,Higher Education,Higher Education,other,other,home,father,4,4,0,no,yes,no,yes,yes,yes,yes,yes,Very Bad,Average,5,3,5,Very Bad,8,5,55,Pass,D
GP,M,15,Rural,Greater than 3,Together,Higher Education,Higher Education,other,other,home,father,4,4,0,no,yes,yes,yes,yes,yes,yes,yes,Very Bad,Average,5,3,5,Very Bad,6,5,65,Pass,C
GP,M,15,Rural,Greater than 3,Together,Higher Education,HighSchool,teacher,at_home,course,mother,1,2,0,no,yes,no,yes,yes,yes,yes,yes,Good,Very High,2,1,1,Very Good,0,0,75,Pass,B
GP,M,15,Rural,Greater than 3,Together,Higher Education,HighSchool,teacher,at_home,course,mother,1,2,0,no,yes,no,yes,yes,yes,yes,yes,Good,Very High,2,1,1,Very Good,0,0,80,Pass,A
GP,M,15,Rural,Greater than 3,Together,HighSchool,Higher Education,at_home,teacher,course,mother,4,2,0,no,yes,no,no,yes,yes,no,yes,Very Good,Average,3,1,1,Very Good,0,0,0,Fail,F
GP,M,15,Rural,Greater than 3,Together,HighSchool,Higher Education,at_home,teacher,course,mother,4,2,0,no,yes,no,no,yes,yes,no,yes,Very Good,Average,3,1,1,Very Good,2,0,55,Pass,D
GP,M,15,Rural,Greater than 3,Together,HighSchool,Secondary,other,other,course,mother,2,2,2,yes,yes,no,no,yes,yes,yes,yes,Good,High,4,1,4,Average,6,5,35,Pass,E
GP,M,15,Rural,Greater than 3,Together,Secondary,HighSchool,at_home,services,course,mother,1,2,0,yes,no,yes,yes,yes,yes,no,no,Good,High,4,1,1,Very Bad,0,0,40,Pass,E
GP,M,15,Rural,Greater than 3,Together,Secondary,HighSchool,at_home,services,course,mother,1,2,0,yes,no,yes,yes,yes,yes,no,no,Good,High,4,1,1,Very Bad,2,0,40,Pass,E
GP,M,15,Rural,Greater than 3,Together,Secondary,Primary,health,services,reputation,mother,1,2,0,no,no,no,yes,yes,yes,yes,yes,Very Good,High,2,1,1,Very Good,4,0,50,Pass,D
GP,M,15,Rural,Greater than 3,Together,Secondary,Primary,health,services,reputation,mother,1,2,0,no,no,no,yes,yes,yes,yes,yes,Very Good,High,2,1,1,Very Good,8,5,45,Pass,E
GP,M,15,Urban,Greater than 3,Apart,Higher Education,Higher Education,other,services,reputation,mother,1,4,0,no,yes,no,yes,no,yes,yes,yes,Very Bad,Average,3,5,5,Average,0,0,60,Pass,C
GP,M,15,Urban,Greater than 3,Apart,Higher Education,Higher Education,other,services,reputation,mother,1,4,0,no,yes,no,yes,no,yes,yes,yes,Very Bad,Average,3,5,5,Average,4,0,60,Pass,C
GP,M,15,Urban,Greater than 3,Apart,HighSchool,Higher Education,services,other,course,mother,1,2,0,no,yes,no,yes,yes,yes,yes,no,Very Good,High,4,1,1,Very Bad,0,0,80,Pass,A
GP,M,15,Urban,Greater than 3,Apart,HighSchool,Higher Education,services,other,course,mother,1,2,0,no,yes,yes,yes,yes,yes,yes,no,Very Good,High,4,1,1,Very Bad,0,0,90,Pass,S
GP,M,15,Urban,Greater than 3,Apart,Secondary,Secondary,other,other,home,other,1,3,0,no,yes,no,no,yes,yes,yes,yes,Good,Very High,2,1,1,Average,0,0,75,Pass,B
GP,M,15,Urban,Greater than 3,Apart,Secondary,Secondary,other,other,home,other,1,3,0,no,yes,no,no,yes,yes,yes,yes,Good,Very High,2,1,1,Average,0,0,80,Pass,A
GP,M,15,Urban,Greater than 3,Together,Higher Education,Higher Education,health,health,other,father,1,1,0,no,yes,yes,no,yes,yes,yes,no,Very Good,High,2,1,1,Very Good,0,0,60,Pass,C
GP,M,15,Urban,Greater than 3,Together,Higher Education,Higher Education,health,health,other,father,1,1,0,no,yes,yes,no,yes,yes,yes,no,Very Good,High,2,1,1,Very Good,0,0,75,Pass,B
GP,M,15,Urban,Greater than 3,Together,Higher Education,Higher Education,health,services,home,mother,1,2,0,no,yes,yes,no,no,yes,yes,no,Very Good,High,2,3,4,Very Good,0,0,55,Pass,D
GP,M,15,Urban,Greater than 3,Together,Higher Education,Higher Education,health,services,home,mother,1,2,0,no,yes,yes,no,no,yes,yes,no,Very Good,High,2,3,4,Very Good,0,0,60,Pass,C
GP,M,15,Urban,Greater than 3,Together,Higher Education,Higher Education,other,teacher,reputation,father,2,2,0,no,yes,no,yes,yes,yes,no,no,Good,High,3,1,1,Bad,2,0,70,Pass,B
GP,M,15,Urban,Greater than 3,Together,Higher Education,Higher Education,other,teacher,reputation,father,2,2,0,no,yes,no,yes,yes,yes,no,no,Good,High,3,1,1,Bad,4,0,80,Pass,A
GP,M,15,Urban,Greater than 3,Together,Higher Education,Higher Education,services,other,course,mother,1,1,0,no,yes,no,yes,no,yes,yes,no,Very Good,Average,3,1,1,Very Good,4,0,70,Pass,B
GP,M,15,Urban,Greater than 3,Together,Higher Education,Higher Education,services,other,course,mother,1,1,0,no,yes,yes,yes,no,yes,yes,no,Very Good,Average,3,1,1,Very Good,2,0,60,Pass,C
GP,M,15,Urban,Greater than 3,Together,Higher Education,Higher Education,services,services,reputation,mother,2,2,0,no,yes,no,yes,yes,yes,yes,no,Good,Average,1,1,1,Very Good,0,0,85,Pass,A
GP,M,15,Urban,Greater than 3,Together,Higher Education,Higher Education,services,services,reputation,mother,2,2,0,no,yes,no,yes,yes,yes,yes,no,Good,Average,1,1,1,Very Good,2,0,75,Pass,B
GP,M,15,Urban,Greater than 3,Together,Higher Education,Higher Education,services,teacher,course,father,1,2,0,no,yes,no,yes,yes,yes,yes,no,Good,Average,3,1,1,Very Good,0,0,75,Pass,B
GP,M,15,Urban,Greater than 3,Together,Higher Education,Higher Education,services,teacher,course,father,1,2,0,no,yes,no,yes,yes,yes,yes,no,Good,Average,3,1,1,Very Good,2,0,90,Pass,S
GP,M,15,Urban,Greater than 3,Together,Higher Education,Higher Education,teacher,health,reputation,mother,1,2,0,no,yes,no,yes,yes,yes,no,no,Average,Low,2,1,1,Very Good,4,0,75,Pass,B
GP,M,15,Urban,Greater than 3,Together,Higher Education,Higher Education,teacher,health,reputation,mother,1,2,0,no,yes,no,yes,yes,yes,no,no,Average,Low,2,1,1,Very Good,8,5,80,Pass,A
GP,M,15,Urban,Greater than 3,Together,Higher Education,HighSchool,teacher,other,course,mother,2,2,0,no,yes,no,no,yes,yes,yes,no,Very Good,High,3,1,2,Average,0,0,65,Pass,C
GP,M,15,Urban,Greater than 3,Together,Higher Education,HighSchool,teacher,other,course,mother,2,2,0,no,yes,yes,no,yes,yes,yes,no,Very Good,High,3,1,2,Average,2,0,55,Pass,D
GP,M,15,Urban,Greater than 3,Together,Higher Education,HighSchool,teacher,other,home,mother,1,2,0,no,yes,no,yes,yes,yes,yes,no,Good,Average,3,2,3,Very Good,0,0,55,Pass,D
GP,M,15,Urban,Greater than 3,Together,Higher Education,HighSchool,teacher,other,home,mother,1,2,0,no,yes,yes,yes,yes,yes,yes,no,Good,Average,3,2,3,Very Good,6,5,50,Pass,D
GP,M,15,Urban,Greater than 3,Together,Higher Education,HighSchool,teacher,other,reputation,mother,1,2,0,no,no,no,no,yes,yes,yes,no,Good,High,1,1,1,Very Bad,0,0,70,Pass,B
GP,M,15,Urban,Greater than 3,Together,Higher Education,HighSchool,teacher,other,reputation,mother,1,2,0,no,no,no,no,yes,yes,yes,no,Good,High,1,1,1,Very Bad,0,0,75,Pass,B
GP,M,15,Urban,Greater than 3,Together,Higher Education,HighSchool,teacher,services,course,father,2,4,0,yes,yes,no,no,yes,yes,yes,no,Bad,Low,2,1,1,Average,0,0,0,Fail,F
GP,M,15,Urban,Greater than 3,Together,Higher Education,HighSchool,teacher,services,course,father,2,4,0,yes,yes,no,no,yes,yes,yes,no,Bad,Low,2,1,1,Average,6,5,55,Pass,D
GP,M,15,Urban,Greater than 3,Together,Higher Education,,teacher,other,course,mother,2,4,0,no,no,no,yes,yes,yes,yes,no,Average,High,3,1,1,Very Bad,0,0,55,Pass,D
GP,M,15,Urban,Greater than 3,Together,Higher Education,,teacher,other,course,mother,2,4,0,no,no,no,yes,yes,yes,yes,no,Average,High,3,1,1,Very Bad,8,5,50,Pass,D
GP,M,15,Urban,Greater than 3,Together,Higher Education,Secondary,health,services,other,mother,1,1,0,no,no,no,no,yes,yes,yes,no,Bad,Low,4,2,4,Very Bad,0,0,55,Pass,D
GP,M,15,Urban,Greater than 3,Together,Higher Education,Secondary,health,services,other,mother,1,1,0,no,no,yes,no,yes,yes,yes,no,Bad,Low,4,2,4,Very Bad,4,0,75,Pass,B
GP,M,15,Urban,Greater than 3,Together,Higher Education,Secondary,other,other,course,mother,1,4,0,no,no,no,no,yes,yes,yes,no,Average,Average,3,1,1,Average,0,0,50,Pass,D
GP,M,15,Urban,Greater than 3,Together,Higher Education,Secondary,teacher,other,home,mother,1,2,0,no,yes,no,no,yes,yes,no,no,Good,Average,3,2,2,Very Good,4,0,65,Pass,C
GP,M,15,Urban,Greater than 3,Together,Higher Education,Secondary,teacher,other,home,mother,1,2,0,no,yes,yes,no,yes,yes,no,no,Good,Average,3,2,2,Very Good,2,0,70,Pass,B
GP,M,15,Urban,Greater than 3,Together,HighSchool,Higher Education,other,other,home,mother,1,2,0,no,yes,no,yes,yes,yes,yes,no,Very Good,Very High,1,1,1,Very Good,0,0,65,Pass,C
GP,M,15,Urban,Greater than 3,Together,HighSchool,Higher Education,other,other,home,mother,1,2,0,no,yes,yes,yes,yes,yes,yes,no,Very Good,Very High,1,1,1,Very Good,0,0,75,Pass,B
GP,M,15,Urban,Greater than 3,Together,HighSchool,Higher Education,other,other,reputation,father,1,1,0,no,no,no,no,yes,yes,yes,no,Average,High,3,1,2,Good,2,0,70,Pass,B
GP,M,15,Urban,Greater than 3,Together,HighSchool,Higher Education,other,other,reputation,father,1,1,0,no,no,no,no,yes,yes,yes,no,Average,High,3,1,2,Good,6,5,65,Pass,C
GP,M,15,Urban,Greater than 3,Together,HighSchool,Higher Education,services,services,home,father,1,1,0,yes,no,no,no,yes,yes,yes,no,Very Good,Very High,5,3,2,Very Good,0,0,60,Pass,C
GP,M,15,Urban,Greater than 3,Together,HighSchool,Higher Education,services,services,home,father,1,1,0,yes,no,no,no,yes,yes,yes,no,Very Good,Very High,5,3,2,Very Good,2,0,45,Pass,E
GP,M,15,Urban,Greater than 3,Together,Secondary,HighSchool,other,other,home,mother,1,3,0,yes,no,no,no,no,yes,yes,no,Very Good,Average,2,1,2,Very Good,2,0,45,Pass,E
GP,M,15,Urban,Greater than 3,Together,Secondary,HighSchool,other,other,home,mother,1,3,0,yes,no,yes,no,no,yes,yes,no,Very Good,Average,2,1,2,Very Good,4,0,55,Pass,D
GP,M,15,Urban,Greater than 3,Together,Secondary,HighSchool,other,services,course,father,1,1,0,yes,yes,no,yes,no,yes,yes,yes,Average,Low,2,1,3,Average,0,0,60,Pass,C
GP,M,15,Urban,Greater than 3,Together,Secondary,HighSchool,other,services,course,father,1,1,0,yes,yes,yes,yes,no,yes,yes,yes,Average,Low,2,1,3,Average,2,0,60,Pass,C
GP,M,15,Urban,Greater than 3,Together,Secondary,Secondary,other,other,home,mother,1,1,0,no,yes,no,no,yes,yes,yes,no,Good,Low,2,1,2,Very Good,8,5,60,Pass,C
GP,M,15,Urban,Greater than 3,Together,Secondary,Secondary,other,other,home,mother,1,1,0,no,yes,yes,no,yes,yes,yes,no,Good,Low,2,1,2,Very Good,2,0,55,Pass,D
GP,M,15,Urban,Greater than 3,Together,Secondary,Secondary,services,services,course,father,1,1,0,yes,yes,no,no,yes,yes,yes,no,Very Good,High,1,1,1,Very Bad,0,0,50,Pass,D
GP,M,15,Urban,Greater than 3,Together,Secondary,Secondary,services,services,course,father,1,1,0,yes,yes,no,no,yes,yes,yes,no,Very Good,High,1,1,1,Very Bad,0,0,55,Pass,D
GP,M,15,Urban,Greater than 3,Together,Secondary,Secondary,services,services,home,father,1,4,0,no,yes,no,yes,yes,yes,yes,no,Very Good,Very High,4,1,2,Very Good,6,5,65,Pass,C
GP,M,15,Urban,Greater than 3,Together,Secondary,Secondary,services,services,home,father,1,4,0,no,yes,yes,yes,yes,yes,yes,no,Very Good,Very High,4,1,2,Very Good,6,5,75,Pass,B
GP,M,15,Urban,Less than equal to 3,Apart,Higher Education,Higher Education,teacher,teacher,course,mother,1,1,0,no,no,no,yes,yes,yes,yes,no,Very Good,Very High,3,1,1,Good,4,0,70,Pass,B
GP,M,15,Urban,Less than equal to 3,Apart,Higher Education,Higher Education,teacher,teacher,course,mother,1,1,0,no,no,no,yes,yes,yes,yes,no,Very Good,Very High,3,1,1,Good,6,5,95,Pass,S
GP,M,15,Urban,Less than equal to 3,Apart,Higher Education,Secondary,health,health,other,father,2,1,0,no,no,no,no,yes,yes,no,no,Very Good,Very High,5,3,4,Very Good,4,0,45,Pass,E
GP,M,15,Urban,Less than equal to 3,Apart,Higher Education,Secondary,health,health,other,father,2,1,1,no,no,no,no,yes,yes,no,no,Very Good,Very High,5,3,4,Very Good,6,5,50,Pass,D
GP,M,15,Urban,Less than equal to 3,Apart,HighSchool,Secondary,services,other,home,mother,1,2,0,no,yes,no,no,yes,yes,yes,no,Good,Low,2,1,1,Very Bad,0,0,85,Pass,A
GP,M,15,Urban,Less than equal to 3,Apart,HighSchool,Secondary,services,other,home,mother,1,2,0,no,yes,yes,no,yes,yes,yes,no,Good,Low,2,1,1,Very Bad,0,0,95,Pass,S
GP,M,15,Urban,Less than equal to 3,Apart,Secondary,Primary,services,other,course,mother,4,1,0,no,no,no,no,yes,yes,yes,no,Good,Very High,5,2,5,Very Good,0,0,55,Pass,D
GP,M,15,Urban,Less than equal to 3,Apart,Secondary,Primary,services,other,course,mother,4,1,3,no,no,no,no,yes,yes,yes,no,Good,Very High,5,2,5,Very Good,0,0,50,Pass,D
GP,M,15,Urban,Less than equal to 3,Together,Higher Education,Higher Education,health,services,course,father,1,1,0,no,yes,no,yes,yes,yes,yes,no,Good,Average,3,1,3,Very Good,0,0,60,Pass,C
GP,M,15,Urban,Less than equal to 3,Together,Higher Education,Higher Education,health,services,course,father,1,1,0,no,yes,yes,yes,yes,yes,yes,no,Good,Average,3,1,3,Very Good,2,0,70,Pass,B
GP,M,15,Urban,Less than equal to 3,Together,Higher Education,Higher Education,teacher,other,home,other,1,1,0,no,yes,no,no,no,yes,yes,yes,Very Good,High,3,2,4,Very Good,8,5,55,Pass,D
GP,M,15,Urban,Less than equal to 3,Together,Higher Education,Higher Education,teacher,other,home,other,1,1,0,no,yes,no,no,no,yes,yes,yes,Very Good,High,3,2,4,Very Good,8,5,60,Pass,C
GP,M,15,Urban,Less than equal to 3,Together,Higher Education,HighSchool,teacher,services,home,mother,1,3,0,no,yes,no,yes,yes,yes,yes,no,Very Good,High,3,1,1,Good,0,0,70,Pass,B
GP,M,15,Urban,Less than equal to 3,Together,Higher Education,HighSchool,teacher,services,home,mother,1,3,0,no,yes,no,yes,yes,yes,yes,no,Very Good,High,3,1,1,Good,2,0,90,Pass,S
GP,M,15,Urban,Less than equal to 3,Together,Higher Education,Secondary,teacher,other,course,mother,1,1,0,no,no,no,no,yes,yes,yes,no,Average,Very High,2,1,1,Average,10,10,90,Pass,S
GP,M,15,Urban,Less than equal to 3,Together,Higher Education,Secondary,teacher,other,course,mother,1,1,0,no,no,no,no,yes,yes,yes,no,Average,Very High,2,1,1,Average,10,10,95,Pass,S
GP,M,15,Urban,Less than equal to 3,Together,HighSchool,HighSchool,other,other,course,mother,1,2,0,no,no,no,yes,no,yes,yes,no,Very Good,Average,2,1,1,Bad,0,0,60,Pass,C
GP,M,15,Urban,Less than equal to 3,Together,Primary,Secondary,other,at_home,home,father,1,2,0,yes,yes,no,yes,yes,yes,yes,no,Good,Average,2,1,1,Very Good,0,0,70,Pass,B
GP,M,15,Urban,Less than equal to 3,Together,Primary,Secondary,other,at_home,home,father,1,2,0,yes,yes,no,yes,yes,yes,yes,no,Good,Average,2,1,1,Very Good,2,0,45,Pass,E
GP,M,15,Urban,Less than equal to 3,Together,Primary,Secondary,other,other,course,mother,2,1,0,no,no,no,yes,yes,yes,no,no,Good,High,4,2,4,Very Good,2,0,50,Pass,D
GP,M,15,Urban,Less than equal to 3,Together,Secondary,Secondary,services,health,reputation,mother,1,4,0,no,yes,no,yes,yes,yes,yes,no,Good,Average,4,1,1,Good,2,0,60,Pass,C
GP,M,15,Urban,Less than equal to 3,Together,Secondary,Secondary,services,health,reputation,mother,1,4,0,no,yes,no,yes,yes,yes,yes,no,Good,Average,4,1,1,Good,6,5,70,Pass,B
GP,M,15,Urban,Less than equal to 3,Together,Secondary,Secondary,services,services,home,mother,2,2,0,no,no,yes,yes,yes,yes,yes,no,Very Good,Average,3,1,3,Good,2,0,65,Pass,C
GP,M,15,Urban,Less than equal to 3,Together,Secondary,Secondary,services,services,home,mother,2,2,0,no,no,yes,yes,yes,yes,yes,no,Very Good,Average,3,1,3,Good,4,0,75,Pass,B
GP,M,16,Rural,Greater than 3,Apart,Higher Education,Higher Education,other,teacher,reputation,mother,2,3,0,no,yes,no,yes,yes,yes,yes,yes,Bad,High,3,1,1,Very Good,4,0,65,Pass,C
GP,M,16,Rural,Greater than 3,Apart,Higher Education,Higher Education,other,teacher,reputation,mother,2,3,0,no,yes,no,yes,yes,yes,yes,yes,Bad,High,3,1,1,Very Good,7,5,75,Pass,B
GP,M,16,Rural,Greater than 3,Together,Higher Education,Higher Education,teacher,teacher,course,mother,1,1,0,no,no,no,yes,yes,yes,yes,no,Average,Very High,5,2,5,Good,8,5,75,Pass,B
GP,M,16,Rural,Greater than 3,Together,Higher Education,Higher Education,teacher,teacher,course,mother,1,1,0,no,no,yes,yes,yes,yes,yes,no,Average,Very High,5,2,5,Good,8,5,90,Pass,S
GP,M,16,Rural,Greater than 3,Together,Higher Education,HighSchool,services,other,reputation,mother,2,1,0,yes,yes,no,yes,no,yes,yes,no,Average,Average,3,1,1,Good,2,0,75,Pass,B
GP,M,16,Rural,Greater than 3,Together,Higher Education,HighSchool,services,other,reputation,mother,2,1,0,yes,yes,yes,yes,no,yes,yes,no,Average,Average,3,1,1,Good,6,5,55,Pass,D
GP,M,16,Rural,Greater than 3,Together,Higher Education,Secondary,teacher,services,other,mother,1,1,0,no,yes,no,yes,yes,yes,yes,yes,Good,Average,3,3,4,Average,8,5,55,Pass,D
GP,M,16,Rural,Greater than 3,Together,Higher Education,Secondary,teacher,services,other,mother,1,1,0,no,yes,no,yes,yes,yes,yes,yes,Good,Average,3,3,4,Average,10,10,45,Pass,E
GP,M,16,Rural,Greater than 3,Together,HighSchool,HighSchool,services,services,reputation,mother,1,1,0,no,yes,no,yes,yes,yes,yes,no,Good,Average,2,3,4,Very Good,0,0,50,Pass,D
GP,M,16,Rural,Greater than 3,Together,HighSchool,HighSchool,services,services,reputation,mother,1,1,0,no,yes,no,yes,yes,yes,yes,no,Good,Average,2,3,4,Very Good,8,5,50,Pass,D
GP,M,16,Rural,Greater than 3,Together,Secondary,Primary,other,other,course,mother,2,1,0,no,no,no,yes,no,yes,no,no,Average,Average,2,1,3,Average,0,0,40,Pass,E
GP,M,16,Rural,Greater than 3,Together,Secondary,Primary,other,other,course,mother,2,1,0,no,no,no,yes,no,yes,no,no,Average,Average,2,1,3,Average,2,0,60,Pass,C
GP,M,16,Rural,Greater than 3,Together,Secondary,Secondary,at_home,other,course,mother,3,1,0,no,no,no,no,no,yes,no,no,Good,Low,2,1,2,Average,2,0,75,Pass,B
GP,M,16,Rural,Greater than 3,Together,Secondary,Secondary,at_home,other,course,mother,3,1,0,no,no,no,no,no,yes,no,no,Good,Low,2,1,2,Average,4,0,55,Pass,D
GP,M,16,Rural,Less than equal to 3,Together,HighSchool,HighSchool,teacher,other,home,father,3,1,0,no,yes,no,yes,yes,yes,yes,no,Average,Average,4,3,5,Average,16,15,60,Pass,C
GP,M,16,Rural,Less than equal to 3,Together,HighSchool,HighSchool,teacher,other,home,father,3,1,0,no,yes,yes,yes,yes,yes,yes,no,Average,Average,4,3,5,Average,8,5,50,Pass,D
GP,M,16,Urban,Greater than 3,Together,Higher Education,Higher Education,health,other,course,mother,1,1,0,no,yes,no,yes,yes,yes,yes,no,Average,High,4,1,4,Very Good,4,0,65,Pass,C
GP,M,16,Urban,Greater than 3,Together,Higher Education,Higher Education,health,other,course,mother,1,1,0,no,yes,no,yes,yes,yes,yes,no,Average,High,4,1,4,Very Good,18,15,65,Pass,C
GP,M,16,Urban,Greater than 3,Together,Higher Education,Higher Education,health,other,reputation,father,1,2,0,no,yes,no,yes,yes,yes,yes,no,Good,Low,4,2,4,Very Bad,0,0,70,Pass,B
GP,M,16,Urban,Greater than 3,Together,Higher Education,Higher Education,health,other,reputation,father,1,2,0,no,yes,yes,yes,yes,yes,yes,no,Good,Low,4,2,4,Very Bad,2,0,65,Pass,C
GP,M,16,Urban,Greater than 3,Together,Higher Education,Higher Education,services,services,course,mother,1,1,0,no,no,no,yes,yes,yes,yes,no,Very Good,Average,2,1,2,Very Good,0,0,60,Pass,C
GP,M,16,Urban,Greater than 3,Together,Higher Education,Higher Education,services,services,course,mother,1,1,0,no,no,yes,yes,yes,yes,yes,no,Very Good,Average,2,1,2,Very Good,4,0,75,Pass,B
GP,M,16,Urban,Greater than 3,Together,Higher Education,Higher Education,services,services,course,mother,1,3,0,no,yes,no,yes,yes,yes,yes,no,Very Good,Average,3,1,3,Very Good,0,0,65,Pass,C
GP,M,16,Urban,Greater than 3,Together,Higher Education,Higher Education,services,services,other,mother,1,1,0,yes,yes,no,yes,yes,yes,yes,no,Good,Very High,5,5,5,Good,12,10,40,Pass,E
GP,M,16,Urban,Greater than 3,Together,Higher Education,Higher Education,services,services,other,mother,1,1,0,yes,yes,yes,yes,yes,yes,yes,no,Good,Very High,5,5,5,Good,14,10,25,Fail,F
GP,M,16,Urban,Greater than 3,Together,Higher Education,Higher Education,services,teacher,other,father,1,3,0,no,yes,no,yes,yes,yes,yes,yes,Good,High,3,1,1,Good,0,0,80,Pass,A
GP,M,16,Urban,Greater than 3,Together,Higher Education,Higher Education,services,teacher,other,father,1,3,0,no,yes,no,yes,yes,yes,yes,yes,Good,High,3,1,1,Good,0,0,85,Pass,A
GP,M,16,Urban,Greater than 3,Together,Higher Education,Higher Education,teacher,teacher,course,father,1,2,0,no,yes,no,yes,yes,yes,yes,no,Very Good,High,4,1,2,Very Good,2,0,80,Pass,A
GP,M,16,Urban,Greater than 3,Together,Higher Education,Higher Education,teacher,teacher,course,father,1,2,0,no,yes,no,yes,yes,yes,yes,no,Very Good,High,4,1,2,Very Good,6,5,70,Pass,B
GP,M,16,Urban,Greater than 3,Together,Higher Education,Higher Education,teacher,teacher,course,mother,1,1,0,no,yes,no,no,yes,no,yes,yes,Average,Average,2,2,1,Very Good,0,0,0,Fail,F
GP,M,16,Urban,Greater than 3,Together,Higher Education,Higher Education,teacher,teacher,course,mother,1,1,0,no,yes,no,no,yes,no,yes,yes,Average,Average,2,2,1,Very Good,16,15,40,Pass,E
GP,M,16,Urban,Greater than 3,Together,Higher Education,Higher Education,teacher,teacher,home,mother,1,2,0,no,yes,yes,yes,yes,yes,yes,yes,Good,High,5,5,5,Very Good,4,0,60,Pass,C
GP,M,16,Urban,Greater than 3,Together,Higher Education,Higher Education,teacher,teacher,home,mother,1,2,0,no,yes,yes,yes,yes,yes,yes,yes,Good,High,5,5,5,Very Good,16,15,55,Pass,D
GP,M,16,Urban,Greater than 3,Together,Higher Education,HighSchool,health,services,reputation,mother,1,4,0,no,no,no,yes,yes,yes,yes,no,Good,Low,2,1,1,Bad,2,0,85,Pass,A
GP,M,16,Urban,Greater than 3,Together,Higher Education,HighSchool,health,services,reputation,mother,1,4,0,no,no,no,yes,yes,yes,yes,no,Good,Low,2,1,1,Bad,4,0,100,Pass,S
GP,M,16,Urban,Greater than 3,Together,Higher Education,HighSchool,teacher,other,home,mother,1,2,0,no,yes,yes,yes,yes,yes,yes,no,Average,High,3,2,3,Average,4,0,55,Pass,D
GP,M,16,Urban,Greater than 3,Together,Higher Education,HighSchool,teacher,other,home,mother,1,2,0,no,yes,yes,yes,yes,yes,yes,no,Average,High,3,2,3,Average,10,10,40,Pass,E
GP,M,16,Urban,Greater than 3,Together,HighSchool,Higher Education,other,other,course,father,3,1,1,no,yes,no,yes,no,yes,yes,no,Average,High,5,2,4,Bad,4,0,50,Pass,D
GP,M,16,Urban,Greater than 3,Together,HighSchool,Higher Education,other,other,course,father,3,1,2,no,yes,no,yes,no,yes,yes,no,Average,High,5,2,4,Bad,0,0,0,Fail,F
GP,M,16,Urban,Greater than 3,Together,HighSchool,HighSchool,at_home,other,reputation,other,3,2,0,yes,yes,no,no,no,yes,yes,no,Very Good,Average,3,1,3,Bad,6,5,50,Pass,D
GP,M,16,Urban,Greater than 3,Together,HighSchool,HighSchool,at_home,other,reputation,other,3,2,1,yes,yes,no,no,no,yes,yes,no,Very Good,Average,3,1,3,Bad,4,0,50,Pass,D
GP,M,16,Urban,Greater than 3,Together,HighSchool,HighSchool,other,services,course,father,1,2,1,no,yes,no,no,yes,yes,yes,yes,Good,Very High,5,4,4,Very Good,0,0,5,Fail,F
GP,M,16,Urban,Greater than 3,Together,HighSchool,HighSchool,other,services,course,father,1,2,1,no,yes,yes,no,yes,yes,yes,yes,Good,Very High,5,4,4,Very Good,4,0,60,Pass,C
GP,M,16,Urban,Greater than 3,Together,HighSchool,HighSchool,other,services,home,father,2,1,0,no,no,no,yes,yes,yes,yes,no,Very Good,High,2,1,1,Very Good,0,0,65,Pass,C
GP,M,16,Urban,Greater than 3,Together,HighSchool,HighSchool,other,services,home,father,2,1,0,no,no,no,yes,yes,yes,yes,no,Very Good,High,2,1,1,Very Good,6,5,75,Pass,B
GP,M,16,Urban,Greater than 3,Together,HighSchool,HighSchool,services,other,home,father,1,3,0,no,yes,no,yes,yes,yes,yes,no,Very Good,Average,3,1,1,Very Good,2,0,90,Pass,S
GP,M,16,Urban,Greater than 3,Together,HighSchool,HighSchool,services,other,home,father,1,3,0,no,yes,no,yes,yes,yes,yes,no,Very Good,Average,3,1,1,Very Good,4,0,70,Pass,B
GP,M,16,Urban,Greater than 3,Together,HighSchool,HighSchool,services,other,home,mother,1,2,0,no,no,no,yes,yes,yes,yes,yes,Good,Low,3,1,2,Average,0,0,65,Pass,C
GP,M,16,Urban,Greater than 3,Together,HighSchool,HighSchool,services,other,home,mother,1,2,0,no,no,yes,yes,yes,yes,yes,yes,Good,Low,3,1,2,Average,2,0,60,Pass,C
GP,M,16,Urban,Greater than 3,Together,HighSchool,Primary,other,other,reputation,father,2,4,0,no,yes,no,no,yes,yes,yes,no,Good,Average,2,1,1,Very Good,2,0,55,Pass,D
GP,M,16,Urban,Greater than 3,Together,HighSchool,Primary,other,other,reputation,father,2,4,0,no,yes,yes,no,yes,yes,yes,no,Good,Average,2,1,1,Very Good,0,0,75,Pass,B
GP,M,16,Urban,Greater than 3,Together,HighSchool,Primary,other,other,reputation,mother,1,1,0,no,no,no,yes,yes,yes,no,no,Very Good,Average,2,2,2,Very Good,0,0,70,Pass,B
GP,M,16,Urban,Greater than 3,Together,HighSchool,Primary,other,other,reputation,mother,1,1,0,no,no,no,yes,yes,yes,no,no,Very Good,Average,2,2,2,Very Good,2,0,70,Pass,B
GP,M,16,Urban,Greater than 3,Together,HighSchool,Secondary,at_home,other,reputation,mother,2,3,0,no,no,no,yes,yes,yes,yes,yes,Very Good,Average,3,1,3,Bad,0,0,60,Pass,C
GP,M,16,Urban,Greater than 3,Together,HighSchool,Secondary,at_home,other,reputation,mother,2,3,0,no,no,no,yes,yes,yes,yes,yes,Very Good,Average,3,1,3,Bad,10,10,50,Pass,D
GP,M,16,Urban,Greater than 3,Together,HighSchool,Secondary,other,other,home,mother,1,1,0,no,yes,no,no,no,yes,yes,no,Very Good,High,3,1,1,Very Good,4,0,60,Pass,C
GP,M,16,Urban,Greater than 3,Together,HighSchool,Secondary,other,other,home,mother,1,1,0,no,yes,yes,no,no,yes,yes,no,Very Good,High,3,1,1,Very Good,0,0,75,Pass,B
GP,M,16,Urban,Greater than 3,Together,HighSchool,Secondary,services,services,course,mother,2,1,1,no,yes,no,yes,no,no,no,no,Good,Very High,2,1,1,Bad,16,15,60,Pass,C
GP,M,16,Urban,Greater than 3,Together,,Secondary,other,other,other,mother,1,1,0,no,no,no,no,no,yes,yes,no,Good,Average,2,2,4,Very Good,0,0,55,Pass,D
GP,M,16,Urban,Greater than 3,Together,,Secondary,other,other,other,mother,1,1,0,no,no,yes,no,no,yes,yes,no,Good,Average,2,2,4,Very Good,0,0,75,Pass,B
GP,M,16,Urban,Greater than 3,Together,Primary,HighSchool,at_home,services,course,father,1,1,1,no,no,no,no,yes,no,yes,no,Very Good,Average,3,1,4,Bad,2,0,40,Pass,E
GP,M,16,Urban,Greater than 3,Together,Primary,,other,other,reputation,mother,2,2,0,no,yes,no,yes,yes,yes,yes,yes,Good,Average,2,1,1,Average,0,0,90,Pass,S
GP,M,16,Urban,Greater than 3,Together,Primary,,other,other,reputation,mother,2,2,0,no,yes,yes,yes,yes,yes,yes,yes,Good,Average,2,1,1,Average,2,0,80,Pass,A
GP,M,16,Urban,Greater than 3,Together,Primary,Secondary,services,services,other,mother,1,1,0,no,yes,no,yes,yes,yes,yes,yes,Average,Average,3,1,2,Average,0,0,55,Pass,D
GP,M,16,Urban,Greater than 3,Together,Primary,Secondary,services,services,other,mother,1,1,0,no,yes,yes,yes,yes,yes,yes,yes,Average,Average,3,1,2,Average,2,0,55,Pass,D
GP,M,16,Urban,Greater than 3,Together,Secondary,HighSchool,other,other,course,mother,2,3,0,no,yes,no,no,no,yes,yes,yes,Average,Low,3,2,2,Very Bad,4,0,65,Pass,C
GP,M,16,Urban,Greater than 3,Together,Secondary,HighSchool,other,other,home,father,2,1,0,no,no,no,no,yes,yes,yes,no,Very Good,Average,3,1,1,Average,0,0,60,Pass,C
GP,M,16,Urban,Greater than 3,Together,Secondary,HighSchool,other,other,home,father,2,1,0,no,no,no,no,yes,yes,yes,no,Very Good,Average,3,1,1,Average,0,0,70,Pass,B
GP,M,16,Urban,Greater than 3,Together,Secondary,Primary,at_home,other,course,mother,4,1,0,no,no,no,no,yes,yes,no,no,Average,Low,1,1,1,Bad,4,0,55,Pass,D
GP,M,16,Urban,Greater than 3,Together,Secondary,Primary,other,other,course,mother,3,1,0,no,no,no,no,yes,yes,yes,no,Good,Average,3,1,1,Good,6,5,90,Pass,S
GP,M,16,Urban,Greater than 3,Together,Secondary,Primary,other,other,course,mother,3,1,0,no,no,no,no,yes,yes,yes,no,Good,Average,3,1,1,Good,7,5,80,Pass,A
GP,M,16,Urban,Greater than 3,Together,Secondary,Secondary,other,other,course,father,1,2,0,no,no,no,no,yes,no,yes,no,Good,Average,5,2,4,Good,0,0,55,Pass,D
GP,M,16,Urban,Greater than 3,Together,Secondary,Secondary,other,other,course,father,1,2,0,no,no,no,no,yes,no,yes,no,Good,Average,5,2,4,Good,4,0,50,Pass,D
GP,M,16,Urban,Greater than 3,Together,Secondary,Secondary,services,other,reputation,father,2,2,0,no,no,no,yes,no,yes,yes,no,Good,High,2,1,1,Average,6,5,55,Pass,D
GP,M,16,Urban,Greater than 3,Together,Secondary,Secondary,services,other,reputation,father,2,2,1,no,no,yes,yes,no,yes,yes,no,Good,High,2,1,1,Average,12,10,50,Pass,D
GP,M,16,Urban,Less than equal to 3,Apart,Higher Education,Higher Education,teacher,health,reputation,mother,1,2,0,no,yes,no,no,yes,yes,no,no,Good,Very Low,3,3,5,Very Good,6,5,50,Pass,D
GP,M,16,Urban,Less than equal to 3,Apart,Higher Education,Higher Education,teacher,health,reputation,mother,1,2,0,no,yes,no,no,yes,yes,no,no,Good,Very Low,3,3,5,Very Good,18,15,35,Pass,E
GP,M,16,Urban,Less than equal to 3,Apart,HighSchool,Higher Education,services,other,home,mother,1,2,0,yes,yes,no,yes,yes,yes,yes,no,Very Good,Average,3,1,1,Very Good,4,0,55,Pass,D
GP,M,16,Urban,Less than equal to 3,Apart,HighSchool,Higher Education,services,other,home,mother,1,2,0,yes,yes,yes,yes,yes,yes,yes,no,Very Good,Average,3,1,1,Very Good,2,0,65,Pass,C
GP,M,16,Urban,Less than equal to 3,Together,Higher Education,HighSchool,health,other,home,father,1,1,0,no,no,no,yes,yes,yes,yes,no,Average,Very Low,3,1,3,Very Good,6,5,60,Pass,C
GP,M,16,Urban,Less than equal to 3,Together,Higher Education,HighSchool,health,other,home,father,1,1,0,no,no,yes,yes,yes,yes,yes,no,Average,Very Low,3,1,3,Very Good,4,0,50,Pass,D
GP,M,16,Urban,Less than equal to 3,Together,Higher Education,HighSchool,services,other,reputation,mother,1,2,0,no,yes,no,yes,yes,yes,yes,no,Very Good,High,2,1,2,Very Good,6,5,65,Pass,C
GP,M,16,Urban,Less than equal to 3,Together,Higher Education,HighSchool,services,other,reputation,mother,1,2,0,no,yes,yes,yes,yes,yes,yes,no,Very Good,High,2,1,2,Very Good,10,10,75,Pass,B
GP,M,16,Urban,Less than equal to 3,Together,Higher Education,HighSchool,teacher,other,course,mother,1,1,0,no,no,no,yes,no,yes,yes,no,Very Good,High,5,1,1,Average,0,0,0,Fail,F
GP,M,16,Urban,Less than equal to 3,Together,Higher Education,HighSchool,teacher,other,course,mother,1,1,0,no,no,no,yes,no,yes,yes,no,Very Good,High,5,1,1,Average,7,5,75,Pass,B
GP,M,16,Urban,Less than equal to 3,Together,Higher Education,Secondary,teacher,other,course,mother,1,2,0,no,no,no,yes,yes,yes,yes,no,Good,Very High,1,1,3,Very Good,0,0,70,Pass,B
GP,M,16,Urban,Less than equal to 3,Together,Higher Education,Secondary,teacher,other,course,mother,1,2,0,no,no,no,yes,yes,yes,yes,no,Good,Very High,1,1,3,Very Good,2,0,80,Pass,A
GP,M,16,Urban,Less than equal to 3,Together,Primary,Primary,other,other,home,mother,2,2,0,no,yes,no,no,yes,yes,yes,no,Average,High,2,1,1,Very Good,2,0,45,Pass,E
GP,M,16,Urban,Less than equal to 3,Together,Primary,Primary,other,other,home,mother,2,2,0,no,yes,yes,no,yes,yes,yes,no,Average,High,2,1,1,Very Good,18,15,30,Fail,F
GP,M,16,Urban,Less than equal to 3,Together,Primary,Primary,services,other,course,mother,1,2,1,no,no,no,no,yes,yes,no,yes,Good,High,4,1,3,Very Good,0,0,60,Pass,C
GP,M,16,Urban,Less than equal to 3,Together,Primary,Primary,services,other,course,mother,1,2,2,no,no,no,no,yes,yes,no,yes,Good,High,4,1,3,Very Good,0,0,50,Pass,D
GP,M,16,Urban,Less than equal to 3,Together,Primary,Secondary,health,services,course,mother,2,1,2,no,no,no,no,no,yes,yes,no,Good,High,5,3,5,Very Good,0,0,50,Pass,D
GP,M,16,Urban,Less than equal to 3,Together,Primary,Secondary,other,other,course,mother,2,1,1,no,no,no,yes,yes,yes,no,no,Good,High,4,2,4,Very Good,0,0,0,Fail,F
GP,M,16,Urban,Less than equal to 3,Together,Secondary,Primary,at_home,other,course,mother,1,1,1,no,no,no,yes,yes,yes,no,yes,Good,High,4,3,5,Very Good,6,5,50,Pass,D
GP,M,16,Urban,Less than equal to 3,Together,Secondary,Primary,at_home,other,course,mother,1,1,1,no,no,no,yes,yes,yes,no,yes,Good,High,4,3,5,Very Good,6,5,70,Pass,B
GP,M,16,Urban,Less than equal to 3,Together,Secondary,Primary,other,other,course,mother,1,2,0,no,no,no,yes,yes,yes,yes,yes,Good,Low,3,1,2,Very Good,0,0,80,Pass,A
GP,M,16,Urban,Less than equal to 3,Together,Secondary,Primary,other,other,course,mother,1,2,0,no,no,yes,yes,yes,yes,yes,yes,Good,Low,3,1,2,Very Good,0,0,75,Pass,B
GP,M,16,Urban,Less than equal to 3,Together,Secondary,Secondary,other,other,home,mother,1,2,0,no,no,no,no,yes,yes,yes,no,Good,High,4,1,1,Average,0,0,55,Pass,D
GP,M,16,Urban,Less than equal to 3,Together,Secondary,Secondary,other,other,home,mother,1,2,0,no,no,no,no,yes,yes,yes,no,Good,High,4,1,1,Average,0,0,65,Pass,C
GP,M,16,Urban,Less than equal to 3,Together,Secondary,Secondary,other,other,reputation,mother,2,2,0,no,yes,no,yes,yes,yes,yes,no,Very Good,High,4,2,4,Very Good,0,0,60,Pass,C
GP,M,16,Urban,Less than equal to 3,Together,Secondary,Secondary,other,other,reputation,mother,2,2,0,no,yes,no,yes,yes,yes,yes,no,Very Good,High,4,2,4,Very Good,2,0,50,Pass,D
GP,M,16,Urban,Less than equal to 3,Together,Secondary,Secondary,services,services,reputation,father,2,1,0,no,yes,no,yes,yes,yes,yes,no,Bad,Average,3,2,2,Bad,4,0,55,Pass,D
GP,M,16,Urban,Less than equal to 3,Together,Secondary,Secondary,services,services,reputation,father,2,1,2,no,yes,no,yes,yes,yes,yes,no,Bad,Average,3,2,2,Bad,8,5,45,Pass,E
GP,M,17,Rural,Greater than 3,Together,HighSchool,Higher Education,at_home,other,course,mother,3,2,0,no,no,no,no,yes,yes,no,no,Very Good,High,5,2,4,Very Good,0,0,0,Fail,F
GP,M,17,Rural,Greater than 3,Together,HighSchool,Higher Education,at_home,other,course,mother,3,2,0,no,no,no,no,yes,yes,no,no,Very Good,High,5,2,4,Very Good,2,0,50,Pass,D
GP,M,17,Rural,Greater than 3,Together,HighSchool,Secondary,other,other,course,mother,2,2,2,yes,yes,no,no,yes,yes,yes,yes,Good,High,4,1,4,Average,4,0,40,Pass,E
GP,M,17,Rural,Greater than 3,Together,Primary,HighSchool,other,other,course,father,3,2,1,no,yes,no,yes,yes,yes,yes,no,Very Good,Low,4,1,4,Very Good,14,10,55,Pass,D
GP,M,17,Rural,Greater than 3,Together,Primary,HighSchool,other,other,course,father,3,2,1,no,yes,no,yes,yes,yes,yes,no,Very Good,Low,4,1,4,Very Good,20,20,40,Pass,E
GP,M,17,Rural,Greater than 3,Together,Primary,Primary,other,other,home,father,2,3,0,no,no,no,no,no,yes,yes,yes,Good,Average,3,1,1,Very Bad,2,0,75,Pass,B
GP,M,17,Rural,Greater than 3,Together,Primary,Secondary,at_home,at_home,home,mother,1,2,0,no,yes,no,yes,no,yes,no,yes,Average,Very High,2,2,2,Very Bad,2,0,90,Pass,S
GP,M,17,Rural,Greater than 3,Together,Primary,Secondary,at_home,at_home,home,mother,1,2,0,no,yes,yes,yes,no,yes,no,yes,Average,Very High,2,2,2,Very Bad,2,0,70,Pass,B
GP,M,17,Rural,Greater than 3,Together,Primary,Secondary,at_home,other,home,mother,1,2,0,no,no,no,no,yes,yes,no,no,Average,Very Low,3,1,5,Average,4,0,50,Pass,D
GP,M,17,Rural,Greater than 3,Together,Primary,Secondary,at_home,other,home,mother,1,2,0,no,no,no,no,yes,yes,no,no,Average,Very Low,3,1,5,Average,6,5,50,Pass,D
GP,M,17,Rural,Greater than 3,Together,Secondary,Primary,other,other,course,mother,1,1,0,no,no,no,no,no,yes,yes,no,Good,High,2,2,4,Very Good,0,0,60,Pass,C
GP,M,17,Rural,Greater than 3,Together,Secondary,Primary,other,other,course,mother,1,1,0,no,no,no,no,no,yes,yes,no,Good,High,2,2,4,Very Good,0,0,65,Pass,C
GP,M,17,Rural,Greater than 3,Together,Secondary,Secondary,other,other,course,father,2,2,0,no,yes,no,yes,yes,yes,yes,no,Good,Very High,2,1,1,Very Bad,0,0,65,Pass,C
GP,M,17,Rural,Greater than 3,Together,Secondary,Secondary,other,other,course,father,2,2,0,no,yes,yes,yes,yes,yes,yes,no,Good,Very High,2,1,1,Very Bad,4,0,55,Pass,D
GP,M,17,Rural,Greater than 3,Together,Secondary,Secondary,other,services,other,mother,2,1,0,no,no,no,no,no,no,no,no,Very Good,Low,2,1,1,Good,0,0,50,Pass,D
GP,M,17,Rural,Greater than 3,Together,Secondary,Secondary,services,other,course,mother,4,1,0,no,yes,no,no,yes,yes,yes,no,Good,High,5,5,5,Good,2,0,50,Pass,D
GP,M,17,Rural,Greater than 3,Together,Secondary,Secondary,services,other,course,mother,4,1,0,no,yes,no,no,yes,yes,yes,no,Good,High,5,5,5,Good,8,5,50,Pass,D
GP,M,17,Rural,Less than equal to 3,Apart,Higher Education,Higher Education,teacher,other,course,mother,2,2,0,no,yes,no,no,yes,yes,yes,no,Average,Average,3,2,3,Good,0,0,60,Pass,C
GP,M,17,Rural,Less than equal to 3,Apart,Higher Education,Higher Education,teacher,other,course,mother,2,2,0,no,yes,yes,no,yes,yes,yes,no,Average,Average,3,2,3,Good,2,0,60,Pass,C
GP,M,17,Rural,Less than equal to 3,Together,Primary,Primary,other,services,course,mother,4,2,0,no,no,no,yes,yes,no,no,yes,Very Good,Average,5,1,5,Very Good,0,0,40,Pass,E
GP,M,17,Rural,Less than equal to 3,Together,Primary,Primary,other,services,course,mother,4,2,3,no,no,no,yes,yes,no,no,yes,Very Good,Average,5,1,5,Very Good,0,0,35,Pass,E
GP,M,17,Rural,Less than equal to 3,Together,Primary,Secondary,other,other,reputation,mother,1,1,0,no,no,no,no,yes,yes,no,no,Bad,Low,2,3,3,Very Good,8,5,65,Pass,C
GP,M,17,Rural,Less than equal to 3,Together,Primary,Secondary,other,other,reputation,mother,1,1,3,no,no,no,no,yes,yes,no,no,Bad,Low,2,3,3,Very Good,14,10,50,Pass,D
GP,M,17,Rural,Less than equal to 3,Together,Secondary,Primary,at_home,other,course,mother,2,1,1,no,no,yes,yes,yes,no,yes,yes,Average,Average,2,2,2,Very Good,8,5,45,Pass,E
GP,M,17,Rural,Less than equal to 3,Together,Secondary,Primary,at_home,other,course,mother,2,1,2,no,no,no,yes,yes,no,yes,yes,Average,Average,2,2,2,Very Good,0,0,0,Fail,F
GP,M,17,Urban,Greater than 3,Together,Higher Education,Higher Education,services,teacher,home,mother,1,1,0,no,no,no,no,yes,yes,yes,no,Very Good,Low,3,1,2,Very Good,4,0,70,Pass,B
GP,M,17,Urban,Greater than 3,Together,Higher Education,Higher Education,services,teacher,home,mother,1,1,0,no,no,no,no,yes,yes,yes,no,Very Good,Low,3,1,2,Very Good,4,0,80,Pass,A
GP,M,17,Urban,Greater than 3,Together,Higher Education,Higher Education,teacher,teacher,course,mother,1,1,0,no,yes,no,yes,no,yes,yes,no,Good,Low,1,1,2,Very Good,6,5,45,Pass,E
GP,M,17,Urban,Greater than 3,Together,Higher Education,Higher Education,teacher,teacher,reputation,mother,1,2,0,yes,yes,no,yes,yes,yes,yes,yes,Good,Very High,5,1,3,Bad,0,0,65,Pass,C
GP,M,17,Urban,Greater than 3,Together,Higher Education,Higher Education,teacher,teacher,reputation,mother,1,2,0,yes,yes,no,yes,yes,yes,yes,yes,Good,Very High,5,1,3,Bad,14,10,45,Pass,E
GP,M,17,Urban,Greater than 3,Together,Higher Education,HighSchool,other,other,course,mother,1,2,0,no,yes,no,yes,yes,yes,yes,yes,Very Good,Low,3,1,1,Bad,4,0,55,Pass,D
GP,M,17,Urban,Greater than 3,Together,Higher Education,HighSchool,other,other,course,mother,1,2,0,no,yes,yes,yes,yes,yes,yes,yes,Very Good,Low,3,1,1,Bad,4,0,65,Pass,C
GP,M,17,Urban,Greater than 3,Together,HighSchool,HighSchool,health,other,home,mother,1,1,0,no,yes,no,no,yes,yes,yes,no,Good,High,3,1,3,Very Good,0,0,75,Pass,B
GP,M,17,Urban,Greater than 3,Together,HighSchool,HighSchool,health,other,home,mother,1,1,0,no,yes,yes,no,yes,yes,yes,no,Good,High,3,1,3,Very Good,4,0,55,Pass,D
GP,M,17,Urban,Greater than 3,Together,HighSchool,HighSchool,other,other,reputation,father,1,2,0,no,no,no,yes,no,yes,yes,no,Good,Average,4,1,4,Good,4,0,30,Fail,F
GP,M,17,Urban,Greater than 3,Together,HighSchool,HighSchool,other,other,reputation,father,1,2,0,no,no,no,yes,no,yes,yes,no,Good,Average,4,1,4,Good,4,0,50,Pass,D
GP,M,17,Urban,Greater than 3,Together,HighSchool,HighSchool,other,services,reputation,mother,1,1,0,no,no,no,yes,no,yes,yes,no,Good,Average,5,3,5,Very Good,0,0,85,Pass,A
GP,M,17,Urban,Greater than 3,Together,HighSchool,HighSchool,other,services,reputation,mother,1,1,0,no,no,no,yes,no,yes,yes,no,Good,Average,5,3,5,Very Good,3,0,80,Pass,A
GP,M,17,Urban,Greater than 3,Together,HighSchool,HighSchool,services,services,other,mother,1,2,0,no,yes,no,yes,yes,yes,yes,yes,Good,Average,4,2,3,Good,6,5,70,Pass,B
GP,M,17,Urban,Greater than 3,Together,HighSchool,HighSchool,services,services,other,mother,1,2,0,no,yes,no,yes,yes,yes,yes,yes,Good,Average,4,2,3,Good,12,10,55,Pass,D
GP,M,17,Urban,Greater than 3,Together,HighSchool,Primary,services,other,other,mother,1,2,0,no,no,no,yes,yes,yes,yes,yes,Very Good,High,4,3,4,Very Good,0,0,70,Pass,B
GP,M,17,Urban,Greater than 3,Together,HighSchool,Primary,services,other,other,mother,1,2,0,no,no,yes,yes,yes,yes,yes,yes,Very Good,High,4,3,4,Very Good,2,0,50,Pass,D
GP,M,17,Urban,Greater than 3,Together,HighSchool,Secondary,services,services,course,mother,1,1,3,no,yes,no,yes,yes,yes,yes,no,Very Good,Very High,5,2,4,Very Good,16,15,25,Fail,F
GP,M,17,Urban,Greater than 3,Together,HighSchool,Secondary,services,services,course,mother,1,1,3,no,yes,yes,yes,yes,yes,yes,no,Very Good,Very High,5,2,4,Very Good,2,0,35,Pass,E
GP,M,17,Urban,Greater than 3,Together,HighSchool,Secondary,services,services,course,mother,2,1,3,no,yes,no,yes,no,no,no,no,Good,Very High,2,1,1,Bad,10,10,40,Pass,E
GP,M,17,Urban,Greater than 3,Together,Primary,HighSchool,at_home,services,course,father,1,1,0,no,no,no,no,yes,no,yes,no,Very Good,Average,3,1,4,Bad,2,0,50,Pass,D
GP,M,17,Urban,Greater than 3,Together,Primary,Primary,other,other,reputation,father,1,2,0,no,no,no,no,no,yes,yes,no,Good,Average,3,1,2,Good,0,0,60,Pass,C
GP,M,17,Urban,Greater than 3,Together,Primary,Primary,other,other,reputation,father,1,2,0,no,no,yes,no,no,yes,yes,no,Good,Average,3,1,2,Good,2,0,55,Pass,D
GP,M,17,Urban,Greater than 3,Together,Primary,Secondary,at_home,services,other,other,2,2,0,no,no,no,yes,no,yes,yes,no,Good,High,4,4,5,Very Good,16,15,60,Pass,C
GP,M,17,Urban,Greater than 3,Together,Primary,Secondary,at_home,services,other,other,2,2,0,no,no,yes,yes,no,yes,yes,no,Good,High,4,4,5,Very Good,12,10,40,Pass,E
GP,M,17,Urban,Greater than 3,Together,Secondary,HighSchool,other,other,course,father,2,1,0,no,no,no,no,yes,yes,yes,no,Very Good,Low,2,1,1,Bad,2,0,65,Pass,C
GP,M,17,Urban,Greater than 3,Together,Secondary,HighSchool,other,other,course,father,2,1,0,no,no,no,no,yes,yes,yes,no,Very Good,Low,2,1,1,Bad,4,0,65,Pass,C
GP,M,17,Urban,Greater than 3,Together,Secondary,Primary,other,other,home,mother,1,1,0,no,yes,no,no,yes,yes,yes,no,Very Good,High,5,1,2,Very Good,22,20,30,Fail,F
GP,M,17,Urban,Greater than 3,Together,Secondary,Primary,other,other,home,mother,1,1,3,no,yes,no,no,yes,yes,yes,no,Very Good,High,5,1,2,Very Good,0,0,0,Fail,F
GP,M,17,Urban,Greater than 3,Together,Secondary,Primary,other,other,home,mother,2,1,3,yes,yes,no,yes,yes,no,yes,no,Good,Very High,1,1,1,Average,0,0,50,Pass,D
GP,M,17,Urban,Greater than 3,Together,Secondary,Primary,other,other,home,mother,2,1,3,yes,yes,no,yes,yes,no,yes,no,Good,Very High,1,1,1,Average,2,0,50,Pass,D
GP,M,17,Urban,Greater than 3,Together,Secondary,Secondary,other,other,home,father,2,1,0,no,no,no,no,yes,no,yes,no,Good,High,4,2,3,Good,8,5,45,Pass,E
GP,M,17,Urban,Less than equal to 3,Apart,Higher Education,Higher Education,health,other,reputation,mother,1,3,0,no,yes,no,no,yes,yes,yes,no,Good,High,2,1,2,Good,2,0,75,Pass,B
GP,M,17,Urban,Less than equal to 3,Apart,Higher Education,Primary,services,other,home,mother,2,1,0,no,no,no,yes,yes,yes,yes,yes,Good,Very High,4,2,4,Very Good,22,20,50,Pass,D
GP,M,17,Urban,Less than equal to 3,Apart,Higher Education,Primary,services,other,home,mother,2,1,0,no,no,yes,yes,yes,yes,yes,yes,Good,Very High,4,2,4,Very Good,30,30,40,Pass,E
GP,M,17,Urban,Less than equal to 3,Apart,HighSchool,Secondary,other,other,reputation,mother,1,2,0,no,yes,no,no,yes,yes,yes,no,Good,High,4,1,2,Very Good,10,10,90,Pass,S
GP,M,17,Urban,Less than equal to 3,Apart,HighSchool,Secondary,teacher,services,home,mother,1,1,0,no,no,no,no,yes,yes,yes,no,Good,High,4,3,4,Average,18,15,65,Pass,C
GP,M,17,Urban,Less than equal to 3,Apart,HighSchool,Secondary,teacher,services,home,mother,1,1,1,no,no,no,no,yes,yes,yes,no,Good,High,4,3,4,Average,19,15,50,Pass,D
GP,M,17,Urban,Less than equal to 3,Together,Higher Education,Higher Education,other,teacher,home,father,2,1,0,no,no,no,no,yes,yes,yes,no,Good,Very Low,1,2,2,Very Good,0,0,65,Pass,C
GP,M,17,Urban,Less than equal to 3,Together,Higher Education,Higher Education,other,teacher,home,father,2,1,0,no,no,yes,no,yes,yes,yes,no,Good,Very Low,1,2,2,Very Good,0,0,50,Pass,D
GP,M,17,Urban,Less than equal to 3,Together,Higher Education,Higher Education,services,other,home,mother,1,2,0,no,yes,no,no,yes,yes,yes,yes,Very Good,Average,5,4,5,Average,15,15,60,Pass,C
GP,M,17,Urban,Less than equal to 3,Together,Higher Education,Higher Education,services,other,home,mother,1,2,0,no,yes,yes,no,yes,yes,yes,yes,Very Good,Average,5,4,5,Average,13,10,65,Pass,C
GP,M,17,Urban,Less than equal to 3,Together,Higher Education,Higher Education,teacher,other,reputation,mother,1,2,0,no,yes,no,yes,yes,yes,yes,no,Good,High,4,1,3,Very Good,0,0,50,Pass,D
GP,M,17,Urban,Less than equal to 3,Together,Higher Education,Higher Education,teacher,other,reputation,mother,1,2,0,no,yes,yes,yes,yes,yes,yes,no,Good,High,4,1,3,Very Good,0,0,50,Pass,D
GP,M,17,Urban,Less than equal to 3,Together,Higher Education,HighSchool,health,other,course,mother,2,2,0,no,no,no,yes,yes,yes,yes,yes,Bad,Very High,5,1,4,Very Good,8,5,75,Pass,B
GP,M,17,Urban,Less than equal to 3,Together,Higher Education,HighSchool,health,other,course,mother,2,2,0,no,no,no,yes,yes,yes,yes,yes,Bad,Very High,5,1,4,Very Good,14,10,60,Pass,C
GP,M,17,Urban,Less than equal to 3,Together,Higher Education,HighSchool,teacher,other,course,mother,2,2,0,no,no,no,yes,yes,yes,yes,no,Good,High,4,4,4,Good,0,0,55,Pass,D
GP,M,17,Urban,Less than equal to 3,Together,Higher Education,HighSchool,teacher,other,course,mother,2,2,0,no,no,yes,yes,yes,yes,yes,no,Good,High,4,4,4,Good,4,0,45,Pass,E
GP,M,17,Urban,Less than equal to 3,Together,Primary,Primary,health,other,course,mother,2,1,1,no,yes,no,yes,yes,yes,yes,no,Good,High,4,1,2,Very Good,0,0,50,Pass,D
GP,M,17,Urban,Less than equal to 3,Together,Primary,Primary,health,other,course,mother,2,1,1,no,yes,no,yes,yes,yes,yes,no,Good,High,4,1,2,Very Good,2,0,40,Pass,E
GP,M,17,Urban,Less than equal to 3,Together,Secondary,HighSchool,services,services,reputation,father,1,2,0,no,yes,no,no,no,yes,yes,no,Very Good,Average,3,1,3,Average,0,0,55,Pass,D
GP,M,17,Urban,Less than equal to 3,Together,Secondary,HighSchool,services,services,reputation,father,1,2,0,no,yes,yes,no,no,yes,yes,no,Very Good,Average,3,1,3,Average,2,0,60,Pass,C
GP,M,17,Urban,Less than equal to 3,Together,Secondary,Secondary,other,other,home,father,1,2,0,no,no,no,yes,no,yes,yes,yes,Good,High,2,5,5,Good,0,0,80,Pass,A
GP,M,17,Urban,Less than equal to 3,Together,Secondary,Secondary,other,other,home,father,1,2,0,no,no,yes,yes,no,yes,yes,yes,Good,High,2,5,5,Good,4,0,65,Pass,C
GP,M,18,Rural,Greater than 3,Together,Higher Education,HighSchool,teacher,services,course,mother,1,3,0,no,no,no,no,yes,yes,yes,yes,Very Good,Average,2,1,2,Good,4,0,85,Pass,A
GP,M,18,Rural,Greater than 3,Together,Higher Education,HighSchool,teacher,services,course,mother,1,3,0,no,no,no,no,yes,yes,yes,yes,Very Good,Average,2,1,2,Good,9,5,80,Pass,A
GP,M,18,Rural,Greater than 3,Together,HighSchool,Secondary,other,other,course,mother,1,3,0,no,no,no,yes,no,yes,no,no,Very Good,Average,2,1,1,Average,1,0,60,Pass,C
GP,M,18,Rural,Greater than 3,Together,HighSchool,Secondary,other,other,course,mother,1,3,0,no,no,no,yes,no,yes,no,no,Very Good,Average,2,1,1,Average,2,0,60,Pass,C
GP,M,18,Rural,Greater than 3,Together,Secondary,HighSchool,other,services,reputation,father,1,1,0,no,no,no,no,yes,yes,yes,no,Average,Very Low,3,4,5,Good,13,10,70,Pass,B
GP,M,18,Rural,Greater than 3,Together,Secondary,Secondary,services,other,reputation,mother,1,1,2,no,yes,no,yes,yes,yes,yes,no,Average,Average,3,1,2,Good,0,0,0,Fail,F
GP,M,18,Rural,Less than equal to 3,Apart,HighSchool,Higher Education,other,other,reputation,mother,2,2,0,no,yes,no,yes,yes,yes,yes,no,Good,Low,5,3,4,Very Bad,6,5,80,Pass,A
GP,M,18,Rural,Less than equal to 3,Apart,HighSchool,Higher Education,other,other,reputation,mother,2,2,0,no,yes,yes,yes,yes,yes,yes,no,Good,Low,5,3,4,Very Bad,13,10,85,Pass,A
GP,M,18,Rural,Less than equal to 3,Together,HighSchool,HighSchool,other,services,course,mother,1,2,0,no,yes,no,no,yes,yes,yes,yes,Good,Average,3,1,3,Very Good,8,5,50,Pass,D
GP,M,18,Rural,Less than equal to 3,Together,HighSchool,HighSchool,other,services,course,mother,1,2,1,no,yes,no,no,yes,yes,yes,yes,Good,Average,3,1,3,Very Good,8,5,25,Fail,F
GP,M,18,Rural,Less than equal to 3,Together,HighSchool,Secondary,services,other,reputation,mother,2,3,0,no,yes,no,yes,yes,yes,yes,no,Very Good,High,2,1,1,Good,0,0,75,Pass,B
GP,M,18,Rural,Less than equal to 3,Together,HighSchool,Secondary,services,other,reputation,mother,2,3,0,no,yes,yes,yes,yes,yes,yes,no,Very Good,High,2,1,1,Good,8,5,70,Pass,B
GP,M,18,Urban,Greater than 3,Together,Higher Education,Higher Education,other,other,course,mother,1,3,0,no,no,no,yes,yes,yes,yes,no,Good,Average,3,2,2,Average,0,0,65,Pass,C
GP,M,18,Urban,Greater than 3,Together,Higher Education,Higher Education,other,other,course,mother,1,3,0,no,no,no,yes,yes,yes,yes,no,Good,Average,3,2,2,Average,3,0,55,Pass,D
GP,M,18,Urban,Greater than 3,Together,Higher Education,Higher Education,teacher,services,home,father,1,2,0,no,yes,no,yes,yes,yes,yes,no,Good,Average,3,2,2,Bad,0,0,65,Pass,C
GP,M,18,Urban,Greater than 3,Together,Higher Education,Higher Education,teacher,services,home,father,1,2,1,no,yes,no,yes,yes,yes,yes,no,Good,Average,3,2,2,Bad,0,0,0,Fail,F
GP,M,18,Urban,Greater than 3,Together,Higher Education,Higher Education,teacher,services,home,mother,2,1,0,no,no,no,yes,yes,yes,yes,no,Average,Low,4,1,4,Average,6,5,60,Pass,C
GP,M,18,Urban,Greater than 3,Together,Higher Education,Higher Education,teacher,services,home,mother,2,1,0,no,no,yes,yes,yes,yes,yes,no,Average,Low,4,1,4,Average,22,20,45,Pass,E
GP,M,18,Urban,Greater than 3,Together,Higher Education,HighSchool,teacher,other,course,mother,1,2,0,no,yes,no,no,no,yes,yes,no,Good,Average,2,1,1,Average,2,0,55,Pass,D
GP,M,18,Urban,Greater than 3,Together,Higher Education,HighSchool,teacher,other,course,mother,1,2,0,no,yes,yes,no,no,yes,yes,no,Good,Average,2,1,1,Average,2,0,40,Pass,E
GP,M,18,Urban,Greater than 3,Together,Higher Education,HighSchool,teacher,other,course,mother,1,3,0,no,yes,no,no,yes,yes,yes,yes,Very Good,High,5,2,3,Very Good,0,0,70,Pass,B
GP,M,18,Urban,Greater than 3,Together,Higher Education,HighSchool,teacher,other,course,mother,1,3,0,no,yes,yes,no,yes,yes,yes,yes,Very Good,High,5,2,3,Very Good,0,0,45,Pass,E
GP,M,18,Urban,Greater than 3,Together,Higher Education,Secondary,health,other,reputation,father,1,2,0,no,yes,no,yes,yes,yes,yes,yes,Very Good,High,5,1,3,Very Good,4,0,70,Pass,B
GP,M,18,Urban,Greater than 3,Together,Higher Education,Secondary,health,other,reputation,father,1,2,0,no,yes,yes,yes,yes,yes,yes,yes,Very Good,High,5,1,3,Very Good,10,10,50,Pass,D
GP,M,18,Urban,Greater than 3,Together,Higher Education,Secondary,teacher,other,home,mother,1,2,0,no,yes,no,yes,yes,yes,yes,yes,Good,Average,2,1,4,Very Good,2,0,80,Pass,A
GP,M,18,Urban,Greater than 3,Together,Higher Education,Secondary,teacher,other,home,mother,1,2,0,no,yes,yes,yes,yes,yes,yes,yes,Good,Average,2,1,4,Very Good,11,10,55,Pass,D
GP,M,18,Urban,Greater than 3,Together,HighSchool,Secondary,services,other,course,mother,2,1,0,no,no,no,no,yes,no,yes,no,Good,High,5,2,4,Very Good,8,5,35,Pass,E
GP,M,18,Urban,Greater than 3,Together,HighSchool,Secondary,services,other,course,mother,2,1,1,no,no,no,no,yes,no,yes,no,Good,High,5,2,4,Very Good,0,0,40,Pass,E
GP,M,18,Urban,Greater than 3,Together,Primary,Secondary,at_home,other,home,other,2,1,0,no,no,no,no,no,no,yes,no,Average,High,4,2,4,Good,10,10,55,Pass,D
GP,M,18,Urban,Greater than 3,Together,Secondary,Primary,other,other,home,mother,1,2,0,no,no,no,yes,yes,yes,yes,no,Very Good,Low,4,1,2,Good,2,0,80,Pass,A
GP,M,18,Urban,Greater than 3,Together,Secondary,Primary,other,other,home,mother,1,2,0,no,no,no,yes,yes,yes,yes,no,Very Good,Low,4,1,2,Good,8,5,70,Pass,B
GP,M,18,Urban,Greater than 3,Together,Secondary,Primary,services,services,other,mother,1,1,1,no,no,no,no,no,no,yes,no,Average,Low,5,2,5,Very Good,4,0,40,Pass,E
GP,M,18,Urban,Greater than 3,Together,Secondary,Primary,services,services,other,mother,1,1,2,no,no,no,no,no,no,yes,no,Average,Low,5,2,5,Very Good,4,0,30,Fail,F
GP,M,18,Urban,Greater than 3,Together,Secondary,Primary,services,services,reputation,mother,1,3,0,no,no,no,yes,yes,yes,yes,no,Good,Low,4,1,3,Bad,0,0,75,Pass,B
GP,M,18,Urban,Greater than 3,Together,Secondary,Primary,services,services,reputation,mother,1,3,0,no,no,yes,yes,yes,yes,yes,no,Good,Low,4,1,3,Bad,6,5,70,Pass,B
GP,M,18,Urban,Greater than 3,Together,Secondary,Secondary,other,at_home,course,other,1,1,1,no,yes,no,yes,no,no,yes,yes,Good,High,3,2,2,Very Bad,26,25,40,Pass,E
GP,M,18,Urban,Greater than 3,Together,Secondary,Secondary,other,other,home,mother,2,2,0,no,yes,yes,no,yes,yes,yes,no,Average,Average,3,5,5,Good,0,0,65,Pass,C
GP,M,18,Urban,Greater than 3,Together,Secondary,Secondary,other,other,home,mother,2,2,3,no,yes,yes,no,yes,yes,yes,no,Average,Average,3,5,5,Good,9,5,50,Pass,D
GP,M,18,Urban,Greater than 3,Together,Secondary,Secondary,other,other,reputation,mother,1,1,0,no,no,no,no,no,yes,yes,no,Very Good,High,2,1,2,Very Good,6,5,75,Pass,B
GP,M,18,Urban,Greater than 3,Together,Secondary,Secondary,other,services,reputation,father,1,2,0,no,no,no,no,yes,no,yes,no,Very Good,Very High,4,3,5,Bad,16,15,40,Pass,E
GP,M,18,Urban,Greater than 3,Together,Secondary,Secondary,other,services,reputation,father,1,2,1,no,no,no,no,yes,no,yes,no,Very Good,Very High,4,3,5,Bad,0,0,0,Fail,F
GP,M,18,Urban,Greater than 3,Together,Secondary,Secondary,services,other,home,mother,1,2,0,no,yes,no,yes,yes,yes,yes,no,Good,High,4,2,4,Very Good,10,10,55,Pass,D
GP,M,18,Urban,Greater than 3,Together,Secondary,Secondary,services,other,home,mother,1,2,1,no,yes,yes,yes,yes,yes,yes,no,Good,High,4,2,4,Very Good,15,15,40,Pass,E
GP,M,18,Urban,Less than equal to 3,Apart,Higher Education,Higher Education,teacher,teacher,reputation,mother,1,2,0,no,yes,no,yes,yes,yes,yes,no,Very Good,High,3,1,1,Bad,0,0,85,Pass,A
GP,M,18,Urban,Less than equal to 3,Apart,Higher Education,Higher Education,teacher,teacher,reputation,mother,1,2,0,no,yes,yes,yes,yes,yes,yes,no,Very Good,High,3,1,1,Bad,9,5,75,Pass,B
GP,M,18,Urban,Less than equal to 3,Apart,HighSchool,Higher Education,other,other,reputation,other,1,2,0,no,no,no,yes,yes,yes,yes,yes,Good,Average,5,1,4,Bad,9,5,75,Pass,B
GP,M,18,Urban,Less than equal to 3,Together,Higher Education,Higher Education,other,other,reputation,father,1,1,0,no,yes,no,no,yes,yes,yes,no,Good,Low,5,3,4,Very Good,2,0,55,Pass,D
GP,M,18,Urban,Less than equal to 3,Together,Higher Education,Higher Education,teacher,teacher,home,mother,1,1,0,no,yes,no,no,yes,yes,yes,yes,Very Bad,High,2,2,2,Very Bad,0,0,85,Pass,A
GP,M,18,Urban,Less than equal to 3,Together,Higher Education,Higher Education,teacher,teacher,home,mother,1,1,0,no,yes,yes,no,yes,yes,yes,yes,Very Bad,High,2,2,2,Very Bad,5,5,80,Pass,A
GP,M,18,Urban,Less than equal to 3,Together,Higher Education,HighSchool,teacher,services,course,mother,2,1,0,no,no,no,yes,yes,yes,yes,no,Good,Low,3,1,2,Very Bad,0,0,50,Pass,D
GP,M,18,Urban,Less than equal to 3,Together,Higher Education,HighSchool,teacher,services,course,mother,2,1,0,no,no,yes,yes,yes,yes,yes,no,Good,Low,3,1,2,Very Bad,8,5,50,Pass,D
GP,M,18,Urban,Less than equal to 3,Together,HighSchool,Higher Education,services,other,home,mother,1,2,0,no,no,no,yes,yes,yes,yes,yes,Good,Average,3,1,3,Very Good,6,5,85,Pass,A
GP,M,18,Urban,Less than equal to 3,Together,HighSchool,Higher Education,services,other,home,mother,1,2,0,no,no,no,yes,yes,yes,yes,yes,Good,Average,3,1,3,Very Good,11,10,75,Pass,B
GP,M,18,Urban,Less than equal to 3,Together,HighSchool,HighSchool,services,health,home,father,1,2,0,no,yes,no,no,yes,yes,yes,no,Average,Low,4,2,4,Good,10,10,50,Pass,D
GP,M,18,Urban,Less than equal to 3,Together,HighSchool,HighSchool,services,health,home,father,1,2,1,no,yes,yes,no,yes,yes,yes,no,Average,Low,4,2,4,Good,13,10,40,Pass,E
GP,M,18,Urban,Less than equal to 3,Together,HighSchool,Primary,services,services,course,mother,2,1,0,no,no,no,yes,yes,yes,yes,yes,Average,Average,4,4,5,Good,2,0,60,Pass,C
GP,M,18,Urban,Less than equal to 3,Together,Primary,Primary,other,other,course,mother,1,1,2,no,no,no,no,yes,no,yes,yes,Bad,Average,5,2,5,Good,0,0,0,Fail,F
GP,M,18,Urban,Less than equal to 3,Together,Primary,Primary,other,other,course,mother,1,1,3,no,no,no,no,yes,no,yes,yes,Bad,Average,5,2,5,Good,0,0,0,Fail,F
GP,M,18,Urban,Less than equal to 3,Together,Secondary,Primary,at_home,other,course,mother,4,2,0,yes,yes,no,yes,yes,yes,yes,yes,Good,Average,2,4,5,Average,2,0,55,Pass,D
GP,M,18,Urban,Less than equal to 3,Together,Secondary,Primary,at_home,other,course,mother,4,2,0,yes,yes,yes,yes,yes,yes,yes,yes,Good,Average,2,4,5,Average,14,10,45,Pass,E
GP,M,18,Urban,Less than equal to 3,Together,Secondary,Primary,services,other,course,mother,3,2,1,no,no,no,yes,no,no,yes,no,Good,High,5,4,4,Very Good,4,0,55,Pass,D
GP,M,18,Urban,Less than equal to 3,Together,Secondary,Secondary,other,other,course,mother,1,4,0,no,yes,no,yes,yes,yes,yes,no,Good,Very High,5,2,4,Very Good,2,0,40,Pass,E
GP,M,18,Urban,Less than equal to 3,Together,Secondary,Secondary,other,other,course,mother,1,4,0,no,yes,yes,yes,yes,yes,yes,no,Good,Very High,5,2,4,Very Good,0,0,60,Pass,C
GP,M,18,Urban,Less than equal to 3,Together,Secondary,Secondary,services,services,reputation,mother,1,2,0,no,yes,no,yes,no,no,yes,no,Good,High,4,1,3,Average,11,10,60,Pass,C
GP,M,19,Rural,Greater than 3,Together,HighSchool,HighSchool,other,services,reputation,father,1,2,0,no,no,no,yes,yes,yes,no,yes,Good,Very High,3,1,2,Very Good,0,0,55,Pass,D
GP,M,19,Rural,Greater than 3,Together,HighSchool,HighSchool,other,services,reputation,father,1,2,1,no,no,no,yes,yes,yes,no,yes,Good,Very High,3,1,2,Very Good,0,0,60,Pass,C
GP,M,19,Rural,Greater than 3,Together,HighSchool,Secondary,at_home,services,home,other,1,1,0,no,yes,no,no,no,yes,no,yes,Very Good,Average,4,2,2,Very Good,0,0,50,Pass,D
GP,M,19,Rural,Less than equal to 3,Together,Secondary,Primary,at_home,services,course,mother,2,3,1,no,no,no,yes,yes,yes,yes,yes,Good,Average,1,1,1,Very Good,0,0,55,Pass,D
GP,M,19,Urban,Greater than 3,Together,Higher Education,Higher Education,teacher,services,reputation,other,2,1,1,no,yes,yes,no,yes,yes,yes,yes,Good,Average,4,1,1,Good,38,35,40,Pass,E
GP,M,19,Urban,Greater than 3,Together,Higher Education,Secondary,health,other,course,mother,2,2,0,no,yes,no,yes,yes,yes,yes,yes,Very Good,High,4,1,1,Very Bad,9,5,50,Pass,D
GP,M,19,Urban,Greater than 3,Together,HighSchool,HighSchool,other,other,home,other,1,2,1,no,yes,no,yes,yes,yes,yes,yes,Good,High,4,1,1,Average,20,20,65,Pass,C
GP,M,19,Urban,Greater than 3,Together,HighSchool,Secondary,services,at_home,home,mother,1,1,0,no,yes,no,no,yes,no,yes,yes,Good,Very High,4,1,1,Good,6,5,55,Pass,D
GP,M,19,Urban,Greater than 3,Together,HighSchool,Secondary,services,at_home,home,mother,1,1,3,no,yes,no,no,yes,no,yes,yes,Good,Very High,4,1,1,Good,0,0,0,Fail,F
GP,M,19,Urban,Greater than 3,Together,Primary,Secondary,other,services,course,other,1,2,1,no,no,no,no,no,yes,yes,no,Good,Very High,2,2,2,Good,3,0,55,Pass,D
GP,M,19,Urban,Greater than 3,Together,Secondary,Primary,other,other,reputation,mother,1,1,0,no,no,no,no,yes,yes,yes,no,Very Good,Average,4,1,4,Good,10,10,55,Pass,D
GP,M,19,Urban,Less than equal to 3,Apart,Higher Education,HighSchool,services,at_home,reputation,mother,1,2,0,no,yes,no,no,yes,yes,yes,no,Good,Average,1,1,1,Very Bad,4,0,70,Pass,B
GP,M,19,Urban,Less than equal to 3,Apart,Higher Education,HighSchool,services,at_home,reputation,mother,1,2,0,no,yes,no,no,yes,yes,yes,no,Good,Average,1,1,1,Very Bad,12,10,55,Pass,D
GP,M,20,Urban,Greater than 3,Apart,HighSchool,Secondary,services,other,course,other,1,1,0,no,no,no,yes,yes,yes,no,no,Very Good,Very High,3,1,1,Very Good,0,0,90,Pass,S
GP,M,20,Urban,Greater than 3,Apart,HighSchool,Secondary,services,other,course,other,1,1,2,no,no,no,yes,yes,yes,no,no,Very Good,Very High,3,1,1,Very Good,0,0,75,Pass,B
GP,M,21,Rural,Less than equal to 3,Together,Primary,Primary,at_home,other,course,other,2,2,2,no,yes,no,yes,yes,no,yes,yes,Very Good,Average,3,5,2,Good,21,20,50,Pass,D
GP,M,22,Urban,Greater than 3,Together,HighSchool,Primary,services,services,other,mother,1,1,3,no,no,no,no,no,no,yes,yes,Very Good,High,5,5,5,Very Bad,12,10,25,Fail,F
GP,M,22,Urban,Greater than 3,Together,HighSchool,Primary,services,services,other,mother,1,1,3,no,no,no,no,no,no,yes,yes,Very Good,High,5,5,5,Very Bad,16,15,40,Pass,E
MS,F,15,Rural,Greater than 3,Together,Higher Education,Higher Education,teacher,other,course,mother,2,1,0,no,no,no,no,yes,yes,yes,yes,Very Bad,Very High,1,3,5,Very Good,0,0,70,Pass,B
MS,F,15,Rural,Greater than 3,Together,HighSchool,HighSchool,at_home,other,course,mother,2,1,0,no,yes,no,no,yes,yes,yes,no,Very Good,High,4,2,3,Very Good,4,0,55,Pass,D
MS,F,15,Rural,Greater than 3,Together,HighSchool,HighSchool,other,services,course,father,2,1,0,no,no,no,no,no,yes,yes,no,Good,Very Low,3,1,1,Good,0,0,80,Pass,A
MS,F,15,Rural,Greater than 3,Together,HighSchool,HighSchool,services,other,reputation,mother,1,2,0,no,yes,no,no,yes,yes,yes,yes,Good,Very High,4,1,1,Very Bad,4,0,60,Pass,C
MS,F,15,Rural,Greater than 3,Together,Primary,Primary,at_home,at_home,course,father,3,2,0,no,yes,no,no,yes,yes,no,no,Good,Low,1,1,2,Bad,0,0,70,Pass,B
MS,F,15,Rural,Greater than 3,Together,Primary,Primary,at_home,other,home,father,2,2,0,no,yes,no,yes,yes,yes,yes,no,Good,Average,3,1,1,Bad,1,0,55,Pass,D
MS,F,15,Rural,Greater than 3,Together,Primary,Primary,at_home,services,other,mother,1,1,1,no,yes,no,no,yes,yes,no,yes,Good,Very Low,3,1,1,Bad,6,5,50,Pass,D
MS,F,15,Rural,Greater than 3,Together,Primary,Secondary,other,services,course,mother,2,1,0,no,no,no,no,yes,yes,no,no,Very Good,Very Low,2,1,1,Very Bad,3,0,65,Pass,C
MS,F,15,Rural,Less than equal to 3,Together,Primary,Primary,at_home,other,course,mother,2,1,0,no,yes,no,no,yes,no,no,yes,Very Good,Low,1,1,3,Good,0,0,45,Pass,E
MS,F,15,Rural,Less than equal to 3,Together,Primary,Primary,at_home,services,reputation,father,2,2,0,no,yes,no,no,yes,yes,yes,no,Very Good,High,3,1,2,Good,0,0,50,Pass,D
MS,F,15,Rural,Less than equal to 3,Together,Primary,Primary,other,services,course,mother,2,1,1,no,yes,no,no,yes,yes,yes,yes,Good,High,3,1,2,Bad,4,0,40,Pass,E
MS,F,15,Rural,Less than equal to 3,Together,Secondary,Primary,at_home,other,home,mother,2,1,0,no,no,no,no,yes,no,no,no,Very Bad,Average,4,1,1,Very Bad,0,0,45,Pass,E
MS,F,15,Rural,Less than equal to 3,Together,Secondary,Secondary,other,other,other,father,1,3,0,yes,yes,no,no,yes,yes,no,no,Good,High,3,2,2,Very Good,2,0,60,Pass,C
MS,F,15,Urban,Greater than 3,Together,Secondary,Primary,at_home,other,home,mother,1,2,0,yes,yes,no,no,no,yes,yes,no,Good,High,2,3,3,Bad,0,0,45,Pass,E
MS,F,15,Urban,Greater than 3,Together,Secondary,Secondary,other,services,course,mother,2,3,0,no,yes,no,yes,yes,yes,no,no,Very Good,Average,2,1,1,Good,0,0,70,Pass,B
MS,F,16,Rural,Greater than 3,Apart,Secondary,Secondary,health,other,course,mother,1,2,0,no,no,no,no,no,yes,no,yes,Average,Average,2,1,1,Average,2,0,50,Pass,D
MS,F,16,Rural,Greater than 3,Together,Higher Education,Higher Education,health,teacher,reputation,father,1,2,0,no,no,no,yes,no,yes,yes,yes,Good,Average,3,2,3,Bad,0,0,80,Pass,A
MS,F,16,Rural,Greater than 3,Together,Higher Education,Higher Education,teacher,teacher,course,mother,2,3,0,no,no,no,yes,yes,yes,yes,yes,Good,Low,2,1,1,Good,6,5,85,Pass,A
MS,F,16,Rural,Greater than 3,Together,,Secondary,other,other,other,mother,2,1,0,no,yes,no,yes,yes,yes,no,no,Average,Low,3,1,2,Bad,0,0,60,Pass,C
MS,F,16,Rural,Greater than 3,Together,Primary,Primary,at_home,other,course,father,2,2,3,yes,yes,no,no,yes,yes,no,no,Average,High,3,1,1,Very Bad,0,0,40,Pass,E
MS,F,16,Rural,Greater than 3,Together,Primary,Primary,at_home,other,other,father,4,3,0,yes,yes,no,no,yes,yes,no,no,Good,High,3,1,1,Very Good,2,0,50,Pass,D
MS,F,16,Rural,Greater than 3,Together,Primary,Primary,at_home,other,other,mother,2,1,0,no,no,no,yes,yes,yes,yes,yes,Good,Low,2,4,3,Bad,0,0,70,Pass,B
MS,F,16,Rural,Greater than 3,Together,Primary,Primary,other,other,home,father,4,4,0,no,yes,no,no,no,yes,yes,no,Good,Average,2,1,1,Very Bad,0,0,65,Pass,C
MS,F,16,Rural,Greater than 3,Together,Primary,Secondary,other,other,home,father,1,3,0,yes,yes,no,no,no,yes,yes,yes,Good,Average,4,1,1,Average,5,5,65,Pass,C
MS,F,16,Rural,Greater than 3,Together,Secondary,HighSchool,at_home,services,course,mother,2,2,0,no,no,no,no,yes,yes,no,no,Good,Very High,2,1,2,Very Good,0,0,85,Pass,A
MS,F,16,Rural,Greater than 3,Together,Secondary,HighSchool,at_home,services,other,mother,2,2,0,no,yes,no,yes,yes,yes,yes,no,Average,Average,3,1,1,Bad,0,0,50,Pass,D
MS,F,16,Rural,Greater than 3,Together,Secondary,HighSchool,other,services,course,mother,3,2,0,no,yes,no,no,yes,yes,yes,no,Good,Very High,4,1,2,Very Bad,2,0,75,Pass,B
MS,F,16,Rural,Greater than 3,Together,Secondary,Secondary,at_home,other,course,mother,2,2,1,no,yes,no,yes,no,yes,no,no,Good,High,4,2,3,Very Good,2,0,60,Pass,C
MS,F,16,Rural,Greater than 3,Together,Secondary,Secondary,other,other,course,father,3,2,0,no,yes,no,no,yes,no,yes,no,Average,High,5,1,2,Very Bad,1,0,55,Pass,D
MS,F,16,Rural,Greater than 3,Together,Secondary,Secondary,other,other,course,mother,2,2,0,no,yes,no,yes,yes,yes,yes,no,Good,High,4,1,1,Very Good,0,0,60,Pass,C
MS,F,16,Rural,Greater than 3,Together,Secondary,Secondary,other,other,course,mother,3,2,0,no,yes,no,no,yes,yes,yes,no,Good,High,5,1,1,Good,4,0,55,Pass,D
MS,F,16,Rural,Greater than 3,Together,Secondary,Secondary,other,services,course,father,3,2,0,no,yes,no,yes,yes,yes,yes,no,Very Good,Average,4,1,1,Bad,1,0,70,Pass,B
MS,F,16,Rural,Less than equal to 3,Together,HighSchool,Higher Education,at_home,other,other,mother,3,2,0,no,yes,no,no,no,yes,no,no,Good,Low,1,1,1,Bad,2,0,40,Pass,E
MS,F,16,Rural,Less than equal to 3,Together,Primary,Primary,at_home,other,course,father,3,2,0,no,yes,no,no,yes,yes,no,no,Very Good,Average,2,1,1,Very Bad,0,0,90,Pass,S
MS,F,16,Rural,Less than equal to 3,Together,Primary,Primary,services,services,home,mother,1,1,0,no,yes,no,yes,yes,yes,yes,yes,Good,High,4,2,2,Good,2,0,70,Pass,B
MS,F,16,Rural,Less than equal to 3,Together,Primary,Secondary,at_home,other,course,mother,1,2,0,no,no,no,yes,yes,no,yes,no,Good,High,5,1,3,Average,0,0,45,Pass,E
MS,F,16,Rural,Less than equal to 3,Together,Primary,Secondary,other,other,reputation,mother,2,1,0,no,no,no,yes,yes,yes,yes,no,Very Good,High,5,1,4,Bad,0,0,75,Pass,B
MS,F,16,Rural,Less than equal to 3,Together,Secondary,Primary,other,other,home,mother,1,1,0,no,yes,no,no,yes,yes,yes,yes,Very Good,High,3,1,1,Very Good,2,0,40,Pass,E
MS,F,16,Rural,Less than equal to 3,Together,Secondary,Secondary,other,other,course,mother,1,3,0,no,yes,no,no,no,yes,no,yes,Good,Average,3,2,2,Very Good,2,0,55,Pass,D
MS,F,16,Rural,Less than equal to 3,Together,Secondary,Secondary,other,other,home,father,3,1,0,no,yes,no,yes,yes,yes,no,yes,Good,Average,2,1,1,Good,0,0,80,Pass,A
MS,F,16,Rural,Less than equal to 3,Together,Secondary,Secondary,other,services,course,father,1,2,0,no,no,no,yes,yes,yes,no,yes,Very Good,High,3,1,1,Very Bad,0,0,60,Pass,C
MS,F,16,Urban,Greater than 3,Apart,HighSchool,Secondary,services,at_home,course,mother,2,2,2,no,yes,no,yes,yes,yes,no,yes,Bad,Very High,5,1,1,Very Bad,8,5,35,Pass,E
MS,F,16,Urban,Greater than 3,Together,Higher Education,Higher Education,health,health,course,mother,1,2,0,no,yes,no,no,yes,yes,yes,yes,Good,Average,4,1,2,Average,4,0,40,Pass,E
MS,F,16,Urban,Greater than 3,Together,Higher Education,Higher Education,teacher,services,course,mother,2,3,0,no,yes,no,no,yes,yes,yes,yes,Very Good,Average,5,1,4,Very Good,1,0,60,Pass,C
MS,F,16,Urban,Greater than 3,Together,HighSchool,HighSchool,other,other,reputation,mother,1,1,0,no,no,no,yes,yes,no,yes,yes,Good,Very High,4,1,1,Good,0,0,65,Pass,C
MS,F,16,Urban,Greater than 3,Together,HighSchool,Primary,other,other,course,mother,1,1,0,no,no,no,yes,yes,yes,yes,no,Average,Very Low,3,1,3,Very Bad,0,0,40,Pass,E
MS,F,16,Urban,Greater than 3,Together,HighSchool,Secondary,services,at_home,course,mother,1,1,0,no,no,no,no,yes,yes,yes,no,Average,Very Low,3,1,4,Average,2,0,35,Pass,E
MS,F,16,Urban,Greater than 3,Together,Primary,HighSchool,at_home,other,other,father,2,1,0,no,yes,no,no,yes,no,yes,yes,Good,Average,3,1,3,Very Good,11,10,55,Pass,D
MS,F,16,Urban,Greater than 3,Together,Primary,Primary,at_home,other,course,father,1,2,0,no,yes,no,no,no,yes,no,yes,Very Good,High,3,2,1,Bad,0,0,75,Pass,B
MS,F,16,Urban,Greater than 3,Together,Primary,Primary,other,other,course,other,1,4,0,yes,yes,no,yes,yes,yes,yes,no,Bad,Low,1,1,1,Very Good,0,0,70,Pass,B
MS,F,16,Urban,Greater than 3,Together,Primary,Secondary,other,services,course,mother,1,3,1,no,yes,no,no,yes,yes,no,no,Very Bad,Average,2,1,2,Good,0,0,40,Pass,E
MS,F,16,Urban,Greater than 3,Together,Primary,Secondary,other,services,course,mother,1,3,1,no,yes,no,no,yes,yes,no,no,Very Bad,Average,2,1,2,Good,3,0,40,Pass,E
MS,F,16,Urban,Greater than 3,Together,Secondary,Primary,other,services,course,mother,1,2,0,no,yes,no,yes,yes,yes,yes,no,Very Good,Average,3,1,1,Very Bad,0,0,70,Pass,B
MS,F,16,Urban,Greater than 3,Together,Secondary,Secondary,other,services,course,father,1,1,1,no,yes,yes,yes,no,yes,yes,no,Good,High,3,1,4,Average,1,0,50,Pass,D
MS,F,16,Urban,Greater than 3,Together,Secondary,Secondary,services,other,course,mother,1,1,0,no,yes,yes,yes,yes,yes,no,yes,Good,Low,5,1,2,Very Good,0,0,80,Pass,A
MS,F,16,Urban,Less than equal to 3,Apart,Secondary,Secondary,at_home,other,reputation,mother,2,4,0,no,no,no,yes,no,no,no,yes,Very Bad,Low,1,1,1,Very Bad,4,0,55,Pass,D
MS,F,16,Urban,Less than equal to 3,Apart,Secondary,Secondary,other,other,home,mother,1,1,0,no,yes,no,no,yes,no,no,no,Good,Average,4,1,2,Very Bad,6,5,40,Pass,E
MS,F,16,Urban,Less than equal to 3,Together,Higher Education,Higher Education,services,services,other,father,2,1,0,no,yes,no,no,yes,yes,no,no,Very Good,Very Low,3,1,2,Very Good,1,0,55,Pass,D
MS,F,16,Urban,Less than equal to 3,Together,Higher Education,Primary,other,other,home,mother,2,2,0,no,yes,no,yes,yes,yes,yes,no,Very Bad,Low,4,2,2,Very Bad,8,5,50,Pass,D
MS,F,16,Urban,Less than equal to 3,Together,Primary,Primary,at_home,other,other,mother,3,2,0,no,yes,no,no,yes,yes,yes,no,Good,Average,2,1,3,Very Good,6,5,40,Pass,E
MS,F,16,Urban,Less than equal to 3,Together,Secondary,Primary,other,services,other,mother,1,2,0,no,no,no,no,yes,yes,yes,yes,Average,Low,2,1,1,Average,0,0,80,Pass,A
MS,F,17,Rural,Greater than 3,Together,Higher Education,Higher Education,teacher,services,other,father,2,2,0,no,yes,yes,yes,yes,yes,yes,no,Good,Average,3,1,2,Very Good,2,0,60,Pass,C
MS,F,17,Rural,Greater than 3,Together,Higher Education,Higher Education,teacher,services,other,father,2,2,0,no,yes,yes,yes,yes,yes,yes,no,Good,Average,3,1,2,Very Good,4,0,65,Pass,C
MS,F,17,Rural,Greater than 3,Together,Higher Education,Primary,other,other,other,mother,1,1,0,no,no,no,no,yes,yes,yes,yes,Good,Low,3,1,2,Very Good,1,0,70,Pass,B
MS,F,17,Rural,Greater than 3,Together,Higher Education,Secondary,other,other,course,mother,2,2,0,yes,yes,no,no,no,yes,yes,no,Good,Average,3,2,3,Very Good,0,0,90,Pass,S
MS,F,17,Rural,Greater than 3,Together,HighSchool,Primary,at_home,other,reputation,mother,1,2,0,no,yes,no,yes,no,yes,yes,no,Good,Very High,4,2,3,Very Bad,10,10,45,Pass,E
MS,F,17,Rural,Greater than 3,Together,HighSchool,Primary,at_home,other,reputation,mother,1,2,0,no,yes,yes,yes,no,yes,yes,no,Good,Very High,4,2,3,Very Bad,17,15,50,Pass,D
MS,F,17,Rural,Greater than 3,Together,HighSchool,Primary,other,other,course,mother,2,2,3,no,yes,no,yes,no,yes,yes,yes,Very Good,High,4,1,1,Very Good,2,0,50,Pass,D
MS,F,17,Rural,Greater than 3,Together,HighSchool,Secondary,at_home,other,course,father,1,2,1,no,no,no,no,yes,yes,no,yes,Good,Very High,4,1,2,Very Good,0,0,50,Pass,D
MS,F,17,Rural,Greater than 3,Together,,,at_home,other,course,mother,2,1,0,no,yes,no,no,yes,yes,yes,no,Good,High,3,1,1,Very Good,0,0,55,Pass,D
MS,F,17,Rural,Greater than 3,Together,Primary,Primary,at_home,at_home,course,father,2,1,0,no,yes,no,yes,yes,no,yes,yes,Average,Very High,5,2,2,Good,3,0,50,Pass,D
MS,F,17,Rural,Greater than 3,Together,Primary,Primary,at_home,other,reputation,mother,2,1,0,no,yes,no,yes,no,yes,yes,yes,Good,High,5,1,2,Very Good,0,0,55,Pass,D
MS,F,17,Rural,Greater than 3,Together,Primary,Primary,other,other,other,father,1,1,1,no,yes,no,no,no,no,yes,no,Very Good,High,4,2,2,Very Good,0,0,35,Pass,E
MS,F,17,Rural,Greater than 3,Together,Primary,Primary,other,services,reputation,mother,3,1,1,no,yes,no,no,yes,yes,yes,yes,Very Good,Low,1,1,2,Very Bad,0,0,45,Pass,E
MS,F,17,Rural,Greater than 3,Together,Primary,Primary,other,services,reputation,mother,3,1,1,no,yes,yes,no,yes,yes,yes,yes,Very Good,Low,1,1,2,Very Bad,0,0,0,Fail,F
MS,F,17,Rural,Greater than 3,Together,Primary,Secondary,other,other,course,mother,1,1,0,no,no,no,yes,yes,yes,yes,no,Average,Very High,5,1,3,Very Bad,4,0,45,Pass,E
MS,F,17,Rural,Greater than 3,Together,Primary,Secondary,other,other,course,mother,1,1,0,no,no,no,yes,yes,yes,yes,no,Average,Very High,5,1,3,Very Bad,14,10,25,Fail,F
MS,F,17,Rural,Greater than 3,Together,Primary,Secondary,other,services,course,father,2,2,0,no,no,no,no,no,yes,no,no,Average,Low,2,1,2,Average,0,0,60,Pass,C
MS,F,17,Rural,Greater than 3,Together,Primary,Secondary,other,services,course,father,2,2,0,no,no,no,no,no,yes,no,no,Average,Low,2,1,2,Average,0,0,65,Pass,C
MS,F,17,Rural,Greater than 3,Together,Secondary,HighSchool,other,other,course,mother,2,1,0,no,yes,no,no,yes,yes,yes,no,Very Good,Very High,5,1,3,Average,2,0,60,Pass,C
MS,F,17,Rural,Greater than 3,Together,Secondary,Primary,at_home,other,course,mother,3,1,0,no,yes,no,yes,yes,no,no,yes,Very Good,Very High,3,1,1,Average,2,0,55,Pass,D
MS,F,17,Rural,Greater than 3,Together,Secondary,Secondary,at_home,other,course,mother,2,2,0,no,yes,no,no,yes,yes,yes,no,Good,Average,5,1,2,Good,0,0,55,Pass,D
MS,F,17,Rural,Greater than 3,Together,Secondary,Secondary,at_home,other,other,mother,1,1,0,no,yes,yes,no,yes,yes,yes,no,Very Good,Very Low,3,1,2,Very Good,5,5,45,Pass,E
MS,F,17,Rural,Greater than 3,Together,Secondary,Secondary,other,other,other,mother,2,2,0,yes,no,yes,no,yes,yes,no,no,Very Good,Very Low,3,1,1,Very Good,0,0,55,Pass,D
MS,F,17,Rural,Greater than 3,Together,Secondary,Secondary,other,other,reputation,mother,2,2,0,no,yes,no,yes,yes,yes,no,no,Very Good,Average,2,1,1,Very Bad,0,0,85,Pass,A
MS,F,17,Rural,Less than equal to 3,Apart,HighSchool,Primary,other,at_home,course,other,2,3,0,no,yes,yes,no,yes,no,no,no,Good,Low,3,2,2,Average,5,5,40,Pass,E
MS,F,17,Rural,Less than equal to 3,Apart,Secondary,Primary,services,other,reputation,mother,2,2,0,no,no,no,yes,yes,yes,yes,yes,Very Good,Average,3,1,2,Bad,5,5,60,Pass,C
MS,F,17,Urban,Greater than 3,Apart,Primary,,other,other,other,mother,2,2,0,no,no,no,no,yes,yes,yes,yes,Good,High,5,1,1,Good,1,0,50,Pass,D
MS,F,17,Urban,Greater than 3,Apart,Primary,Primary,at_home,at_home,other,mother,1,2,0,no,no,no,yes,yes,yes,yes,yes,Good,Very High,5,1,2,Average,2,0,55,Pass,D
MS,F,17,Urban,Greater than 3,Together,Higher Education,Higher Education,health,health,course,father,1,2,0,no,yes,no,no,yes,yes,yes,no,Very Good,Low,5,1,1,Very Good,0,0,80,Pass,A
MS,F,17,Urban,Greater than 3,Together,Higher Education,HighSchool,teacher,other,other,mother,2,2,0,no,no,no,no,yes,yes,yes,no,Very Good,Very High,4,1,1,Very Bad,0,0,55,Pass,D
MS,F,17,Urban,Greater than 3,Together,Higher Education,Primary,health,at_home,course,mother,1,1,0,no,yes,no,no,yes,yes,no,yes,Average,Low,2,1,1,Very Good,0,0,45,Pass,E
MS,F,17,Urban,Greater than 3,Together,Higher Education,Secondary,other,other,course,mother,2,2,0,no,yes,no,no,yes,yes,yes,no,Good,Average,3,1,2,Good,0,0,90,Pass,S
MS,F,17,Urban,Greater than 3,Together,Higher Education,Secondary,teacher,other,course,father,2,4,0,no,no,no,no,yes,yes,yes,yes,Good,Low,3,3,1,Very Good,0,0,90,Pass,S
MS,F,17,Urban,Greater than 3,Together,Higher Education,Secondary,teacher,services,home,mother,1,2,0,yes,yes,no,yes,yes,yes,yes,no,Very Good,Very High,5,1,3,Very Good,0,0,0,Fail,F
MS,F,17,Urban,Greater than 3,Together,HighSchool,HighSchool,services,services,course,mother,2,1,0,no,yes,no,no,yes,yes,yes,no,Good,High,3,1,1,Good,0,0,65,Pass,C
MS,F,17,Urban,Greater than 3,Together,HighSchool,Secondary,at_home,other,home,mother,2,1,0,no,no,no,no,yes,yes,no,yes,Good,Average,3,2,2,Very Bad,5,5,55,Pass,D
MS,F,17,Urban,Greater than 3,Together,,Primary,other,at_home,course,father,2,1,0,no,no,no,yes,no,yes,no,no,Bad,High,4,3,5,Very Good,5,5,50,Pass,D
MS,F,17,Urban,Greater than 3,Together,Primary,Primary,other,at_home,course,mother,1,1,0,no,yes,no,yes,yes,yes,no,no,Good,Average,2,1,2,Very Good,9,5,50,Pass,D
MS,F,17,Urban,Greater than 3,Together,Secondary,Secondary,other,at_home,course,mother,1,1,0,no,yes,no,yes,yes,no,no,no,Good,Very High,3,1,1,Very Good,4,0,50,Pass,D
MS,F,17,Urban,Greater than 3,Together,Secondary,Secondary,other,at_home,home,mother,1,3,0,no,no,no,yes,yes,yes,no,yes,Average,High,3,1,1,Average,8,5,55,Pass,D
MS,F,17,Urban,Greater than 3,Together,Secondary,Secondary,other,at_home,home,mother,1,3,0,no,no,no,yes,yes,yes,no,yes,Average,High,3,1,1,Average,8,5,60,Pass,C
MS,F,17,Urban,Less than equal to 3,Apart,HighSchool,Secondary,services,other,reputation,mother,2,2,0,no,no,no,no,yes,yes,no,yes,Very Bad,Low,3,1,2,Very Good,0,0,75,Pass,B
MS,F,17,Urban,Less than equal to 3,Apart,HighSchool,Secondary,services,other,reputation,mother,2,2,0,no,no,no,no,yes,yes,no,yes,Very Bad,Low,3,1,2,Very Good,2,0,55,Pass,D
MS,F,17,Urban,Less than equal to 3,Together,Higher Education,Higher Education,at_home,at_home,course,mother,1,2,0,no,yes,no,yes,yes,yes,yes,yes,Bad,Average,4,1,1,Very Bad,4,0,75,Pass,B
MS,F,17,Urban,Less than equal to 3,Together,Higher Education,Higher Education,at_home,at_home,course,mother,1,2,0,no,yes,yes,yes,yes,yes,yes,yes,Bad,Average,4,1,1,Very Bad,0,0,75,Pass,B
MS,F,17,Urban,Less than equal to 3,Together,Primary,Primary,other,services,course,father,1,3,0,no,yes,no,no,yes,yes,no,yes,Good,Average,3,1,1,Average,0,0,50,Pass,D
MS,F,17,Urban,Less than equal to 3,Together,Primary,Secondary,at_home,other,course,father,1,1,0,no,no,no,no,yes,yes,yes,no,Very Good,Very High,1,1,1,Average,0,0,50,Pass,D
MS,F,18,Rural,Greater than 3,Apart,Higher Education,HighSchool,services,services,course,mother,1,1,0,no,yes,no,no,yes,yes,yes,no,Very Good,High,4,3,4,Bad,8,5,50,Pass,D
MS,F,18,Rural,Greater than 3,Together,Higher Education,Higher Education,other,teacher,other,father,3,2,0,no,yes,no,no,no,yes,yes,yes,Average,Low,2,4,2,Very Good,0,0,0,Fail,F
MS,F,18,Rural,Greater than 3,Together,Higher Education,Higher Education,other,teacher,other,father,3,2,0,no,yes,yes,no,no,yes,yes,yes,Average,Low,2,4,2,Very Good,10,10,55,Pass,D
MS,F,18,Rural,Greater than 3,Together,Higher Education,Higher Education,teacher,at_home,reputation,mother,3,1,0,no,yes,no,yes,yes,yes,yes,yes,Good,High,3,2,2,Very Good,4,0,50,Pass,D
MS,F,18,Rural,Greater than 3,Together,Higher Education,Higher Education,teacher,at_home,reputation,mother,3,1,0,no,yes,yes,yes,yes,yes,yes,yes,Good,High,3,2,2,Very Good,7,5,30,Fail,F
MS,F,18,Rural,Greater than 3,Together,Primary,Primary,at_home,at_home,course,mother,2,1,1,no,no,no,no,no,no,yes,yes,Average,Low,3,1,1,Bad,4,0,50,Pass,D
MS,F,18,Rural,Greater than 3,Together,Primary,Primary,at_home,other,other,mother,1,2,1,no,yes,no,no,yes,yes,yes,yes,Good,Average,2,1,1,Very Good,9,5,35,Pass,E
MS,F,18,Rural,Greater than 3,Together,Primary,Primary,other,other,home,mother,4,3,0,no,no,no,no,yes,yes,yes,no,Good,Average,2,1,2,Good,2,0,50,Pass,D
MS,F,18,Rural,Greater than 3,Together,Primary,Primary,other,other,home,mother,4,3,0,no,no,no,no,yes,yes,yes,no,Good,Average,2,1,2,Good,4,0,60,Pass,C
MS,F,18,Rural,Greater than 3,Together,Secondary,Secondary,at_home,other,course,mother,3,2,1,no,no,no,yes,yes,yes,no,yes,Good,Average,3,1,1,Good,0,0,0,Fail,F
MS,F,18,Rural,Greater than 3,Together,Secondary,Secondary,at_home,other,other,mother,2,3,0,no,no,no,no,yes,yes,no,no,Very Good,Average,3,1,3,Good,0,0,75,Pass,B
MS,F,18,Rural,Greater than 3,Together,Secondary,Secondary,at_home,other,other,mother,2,3,0,no,no,yes,no,yes,yes,no,no,Very Good,Average,3,1,3,Good,2,0,50,Pass,D
MS,F,18,Rural,Greater than 3,Together,Secondary,Secondary,other,other,other,mother,2,1,1,no,no,no,no,yes,no,yes,yes,Very Good,Very High,5,1,1,Average,0,0,0,Fail,F
MS,F,18,Rural,Greater than 3,Together,Secondary,Secondary,services,other,home,mother,2,3,0,no,no,no,no,yes,yes,yes,yes,Good,Low,1,1,1,Good,5,5,75,Pass,B
MS,F,18,Rural,Less than equal to 3,Apart,Higher Education,Secondary,teacher,other,reputation,mother,1,2,0,no,no,no,yes,yes,yes,yes,yes,Very Good,Average,1,1,1,Very Good,0,0,0,Fail,F
MS,F,18,Rural,Less than equal to 3,Apart,HighSchool,Secondary,other,other,course,other,2,3,2,no,yes,no,no,no,no,no,yes,Average,Average,2,1,1,Bad,6,5,50,Pass,D
MS,F,18,Rural,Less than equal to 3,Apart,Primary,Higher Education,at_home,other,course,mother,3,2,0,no,no,no,no,yes,yes,no,yes,Good,Average,4,1,4,Very Good,0,0,65,Pass,C
MS,F,18,Rural,Less than equal to 3,Apart,Primary,Secondary,at_home,other,course,mother,3,2,0,no,no,no,no,yes,yes,no,yes,Good,Average,4,1,4,Very Good,0,0,75,Pass,B
MS,F,18,Rural,Less than equal to 3,Together,Higher Education,Higher Education,other,other,reputation,mother,2,3,0,no,no,no,no,yes,yes,yes,no,Very Good,High,4,1,1,Very Bad,0,0,85,Pass,A
MS,F,18,Rural,Less than equal to 3,Together,Higher Education,Higher Education,other,other,reputation,mother,2,3,0,no,no,no,no,yes,yes,yes,no,Very Good,High,4,1,1,Very Bad,0,0,95,Pass,S
MS,F,18,Rural,Less than equal to 3,Together,Higher Education,Higher Education,teacher,services,course,mother,1,2,0,no,no,no,yes,yes,yes,yes,no,Very Good,High,3,3,4,Bad,1,0,70,Pass,B
MS,F,18,Rural,Less than equal to 3,Together,Higher Education,Higher Education,teacher,services,course,mother,1,2,0,no,no,yes,yes,yes,yes,yes,no,Very Good,High,3,3,4,Bad,4,0,50,Pass,D
MS,F,18,Rural,Less than equal to 3,Together,Secondary,Secondary,services,services,course,mother,1,2,1,no,yes,no,yes,yes,yes,yes,no,Bad,Average,3,1,2,Good,3,0,40,Pass,E
MS,F,18,Urban,Greater than 3,Apart,Primary,Secondary,at_home,other,course,mother,2,2,2,no,yes,no,no,yes,yes,no,no,Good,Average,3,1,1,Very Good,2,0,40,Pass,E
MS,F,18,Urban,Greater than 3,Apart,Secondary,Higher Education,other,services,reputation,father,1,2,1,no,yes,no,no,yes,yes,yes,no,Bad,Average,2,1,3,Very Bad,8,5,40,Pass,E
MS,F,18,Urban,Greater than 3,Together,Higher Education,Higher Education,teacher,teacher,reputation,mother,2,2,0,no,no,no,yes,no,yes,yes,no,Good,Average,5,1,2,Very Bad,0,0,90,Pass,S
MS,F,18,Urban,Greater than 3,Together,HighSchool,HighSchool,other,other,home,mother,1,2,0,no,no,no,no,yes,yes,yes,yes,Good,Very Low,3,1,2,Very Bad,1,0,80,Pass,A
MS,F,18,Urban,Greater than 3,Together,HighSchool,HighSchool,other,other,home,mother,1,2,0,no,no,yes,no,yes,yes,yes,yes,Good,Very Low,3,1,2,Very Bad,0,0,75,Pass,B
MS,F,18,Urban,Greater than 3,Together,HighSchool,HighSchool,services,services,course,father,1,2,0,no,yes,no,no,yes,yes,no,yes,Very Good,Average,4,1,1,Very Good,0,0,45,Pass,E
MS,F,18,Urban,Greater than 3,Together,HighSchool,HighSchool,services,services,course,father,1,2,0,no,yes,no,no,yes,yes,no,yes,Very Good,Average,4,1,1,Very Good,0,0,50,Pass,D
MS,F,18,Urban,Greater than 3,Together,HighSchool,HighSchool,services,services,other,mother,2,2,0,no,yes,no,no,yes,yes,yes,yes,Good,Average,2,1,3,Average,0,0,50,Pass,D
MS,F,18,Urban,Greater than 3,Together,HighSchool,HighSchool,services,services,other,mother,2,2,0,no,yes,no,no,yes,yes,yes,yes,Good,Average,2,1,3,Average,6,5,65,Pass,C
MS,F,18,Urban,Greater than 3,Together,Primary,Primary,at_home,services,course,mother,3,2,1,no,no,no,no,yes,no,no,no,Good,High,2,1,2,Bad,2,0,50,Pass,D
MS,F,18,Urban,Greater than 3,Together,Primary,Primary,other,other,course,mother,2,2,0,no,no,no,yes,yes,yes,no,no,Very Bad,Very Low,1,1,1,Very Good,6,5,45,Pass,E
MS,F,18,Urban,Greater than 3,Together,Primary,Primary,other,other,course,mother,2,2,1,no,no,no,yes,yes,yes,no,no,Very Bad,Very Low,1,1,1,Very Good,0,0,0,Fail,F
MS,F,18,Urban,Greater than 3,Together,Primary,Primary,other,other,course,mother,3,2,2,no,no,no,yes,yes,yes,no,yes,Average,High,4,2,2,Very Good,3,0,35,Pass,E
MS,F,18,Urban,Greater than 3,Together,Primary,Secondary,at_home,at_home,course,father,2,2,0,no,yes,no,no,yes,no,no,no,Good,Very Low,1,1,1,Good,0,0,60,Pass,C
MS,F,18,Urban,Greater than 3,Together,Primary,Secondary,other,other,course,father,1,2,1,no,yes,no,yes,yes,yes,yes,yes,Average,High,4,2,3,Very Good,9,5,40,Pass,E
MS,F,18,Urban,Greater than 3,Together,Secondary,HighSchool,at_home,services,course,father,2,1,0,no,yes,no,no,yes,yes,yes,yes,Very Good,Low,3,1,2,Good,0,0,50,Pass,D
MS,F,18,Urban,Greater than 3,Together,Secondary,HighSchool,at_home,services,course,father,2,1,0,no,yes,yes,no,yes,yes,yes,yes,Very Good,Low,3,1,2,Good,0,0,50,Pass,D
MS,F,18,Urban,Greater than 3,Together,Secondary,Secondary,other,other,course,mother,2,2,0,no,yes,no,no,no,yes,yes,yes,Very Bad,Average,1,1,1,Bad,4,0,50,Pass,D
MS,F,18,Urban,Greater than 3,Together,Secondary,Secondary,services,at_home,reputation,father,2,2,0,no,no,no,yes,no,yes,yes,no,Good,Average,5,1,1,Very Bad,2,0,70,Pass,B
MS,F,18,Urban,Less than equal to 3,Apart,Primary,Primary,at_home,services,course,mother,1,2,0,no,no,no,no,yes,yes,no,yes,Very Good,Low,3,1,2,Average,2,0,55,Pass,D
MS,F,18,Urban,Less than equal to 3,Apart,Primary,Secondary,at_home,other,reputation,mother,2,2,0,no,no,no,no,yes,yes,yes,no,Good,High,3,1,2,Good,0,0,70,Pass,B
MS,F,18,Urban,Less than equal to 3,Together,HighSchool,Primary,teacher,services,course,mother,1,2,0,no,yes,no,no,yes,yes,yes,no,Good,Average,4,1,1,Very Bad,4,0,80,Pass,A
MS,F,18,Urban,Less than equal to 3,Together,HighSchool,Primary,teacher,services,course,mother,1,2,0,no,yes,yes,no,yes,yes,yes,no,Good,Average,4,1,1,Very Bad,0,0,40,Pass,E
MS,F,18,Urban,Less than equal to 3,Together,Primary,Primary,at_home,services,course,father,2,3,0,no,no,no,no,yes,yes,yes,no,Very Good,Average,2,1,1,Good,0,0,80,Pass,A
MS,F,18,Urban,Less than equal to 3,Together,Primary,Primary,at_home,services,course,father,2,3,0,no,no,no,no,yes,yes,yes,no,Very Good,Average,2,1,1,Good,0,0,90,Pass,S
MS,F,18,Urban,Less than equal to 3,Together,Primary,Primary,other,at_home,reputation,mother,2,2,0,yes,no,no,no,yes,yes,no,no,Bad,Average,5,1,4,Average,8,5,50,Pass,D
MS,F,18,Urban,Less than equal to 3,Together,Secondary,Secondary,services,services,course,father,2,3,0,no,no,no,no,yes,yes,yes,yes,Very Good,High,5,1,4,Average,0,0,65,Pass,C
MS,F,19,Rural,Greater than 3,Apart,Primary,Primary,at_home,at_home,course,other,2,2,3,no,yes,no,yes,yes,no,no,yes,Average,Very High,4,1,4,Very Bad,0,0,0,Fail,F
MS,F,19,Rural,Greater than 3,Together,Primary,Primary,at_home,other,course,other,2,2,1,no,yes,no,no,yes,yes,yes,yes,Good,Average,3,1,1,Average,4,0,45,Pass,E
MS,F,19,Rural,Greater than 3,Together,Secondary,HighSchool,services,other,course,mother,1,3,1,no,no,no,yes,no,yes,yes,no,Very Good,High,2,1,2,Very Good,0,0,0,Fail,F
MS,F,19,Rural,Greater than 3,Together,Secondary,HighSchool,services,other,course,mother,1,3,1,no,no,no,yes,no,yes,yes,no,Very Good,High,2,1,2,Very Good,4,0,50,Pass,D
MS,F,19,Urban,Greater than 3,Together,Primary,Primary,at_home,services,course,mother,1,3,1,no,no,no,yes,yes,no,no,yes,Very Good,Average,1,1,1,Average,6,5,45,Pass,E
MS,F,19,Urban,Greater than 3,Together,Primary,Primary,at_home,services,other,father,2,1,1,no,no,no,no,yes,no,no,no,Very Good,Very High,5,2,3,Bad,0,0,0,Fail,F
MS,F,19,Urban,Greater than 3,Together,Primary,Primary,other,other,course,other,2,2,1,no,yes,no,no,yes,yes,yes,yes,Very Bad,Very Low,4,4,1,Very Bad,12,10,45,Pass,E
MS,F,19,Urban,Greater than 3,Together,Secondary,HighSchool,at_home,services,course,other,1,1,1,no,no,no,no,yes,no,yes,yes,Good,High,4,1,1,Bad,0,0,50,Pass,D
MS,F,19,Urban,Less than equal to 3,Apart,Primary,Primary,at_home,other,course,mother,1,1,0,no,yes,no,no,yes,no,no,no,Very Bad,High,4,1,1,Very Good,0,0,35,Pass,E
MS,F,19,Urban,Less than equal to 3,Together,HighSchool,Secondary,services,services,home,other,2,2,2,no,no,no,yes,yes,yes,no,yes,Average,Low,2,1,1,Average,4,0,45,Pass,E
MS,F,19,Urban,Less than equal to 3,Together,Secondary,Secondary,other,other,home,mother,1,3,0,no,no,no,no,yes,yes,yes,yes,Very Good,High,5,1,1,Very Bad,0,0,65,Pass,C
MS,F,20,Urban,Greater than 3,Together,Higher Education,Secondary,health,other,course,other,2,3,2,no,yes,yes,no,no,yes,yes,yes,Very Good,High,3,1,1,Average,4,0,75,Pass,B
MS,F,20,Urban,Greater than 3,Together,HighSchool,HighSchool,at_home,services,other,mother,2,2,1,no,no,no,yes,yes,yes,yes,yes,Average,Average,4,2,4,Average,8,5,50,Pass,D
MS,M,15,Rural,Greater than 3,Together,Primary,Primary,other,other,course,mother,4,2,0,no,yes,no,yes,yes,yes,no,yes,Very Good,High,5,2,4,Good,8,5,45,Pass,E
MS,M,15,Rural,Greater than 3,Together,Primary,Secondary,other,services,course,mother,3,2,0,no,yes,no,yes,yes,yes,no,no,Very Good,Very High,5,1,3,Very Good,11,10,50,Pass,D
MS,M,15,Rural,Less than equal to 3,Together,Higher Education,Primary,health,services,reputation,father,1,2,0,no,yes,no,yes,yes,yes,yes,no,Very Good,Average,4,1,2,Bad,0,0,70,Pass,B
MS,M,15,Rural,Less than equal to 3,Together,Higher Education,Primary,health,services,reputation,father,1,2,0,no,yes,no,yes,yes,yes,yes,no,Very Good,Average,4,1,2,Bad,7,5,40,Pass,E
MS,M,15,Rural,Less than equal to 3,Together,Primary,HighSchool,at_home,other,reputation,father,3,1,0,no,yes,no,yes,yes,yes,yes,no,Good,Low,4,3,5,Average,2,0,55,Pass,D
MS,M,15,Urban,Greater than 3,Together,HighSchool,HighSchool,services,services,course,father,2,1,0,no,yes,no,yes,no,yes,yes,no,Good,Average,3,2,4,Average,11,10,55,Pass,D
MS,M,15,Urban,Greater than 3,Together,HighSchool,Primary,other,services,home,mother,2,1,0,no,yes,no,no,yes,yes,no,no,Average,Low,3,1,3,Good,0,0,55,Pass,D
MS,M,15,Urban,Greater than 3,Together,Secondary,Secondary,health,other,reputation,mother,3,1,0,no,no,no,no,yes,yes,no,no,Good,Average,3,1,2,Good,1,0,65,Pass,C
MS,M,15,Urban,Less than equal to 3,Apart,Secondary,Primary,services,services,course,mother,1,1,0,no,no,no,yes,yes,yes,yes,no,Good,Average,3,1,2,Very Good,11,10,60,Pass,C
MS,M,15,Urban,Less than equal to 3,Apart,Secondary,Secondary,other,other,reputation,mother,3,4,0,no,yes,no,yes,yes,yes,no,no,Very Good,High,5,2,3,Very Good,8,5,70,Pass,B
MS,M,15,Urban,Less than equal to 3,Together,HighSchool,HighSchool,at_home,at_home,reputation,father,1,2,0,no,yes,no,yes,yes,yes,yes,no,Very Good,Average,3,1,1,Very Good,0,0,55,Pass,D
MS,M,16,Rural,Greater than 3,Together,HighSchool,Higher Education,other,health,other,mother,3,2,0,no,no,no,no,no,yes,no,no,Average,High,5,1,2,Very Good,4,0,55,Pass,D
MS,M,16,Rural,Greater than 3,Together,HighSchool,Secondary,services,other,course,father,2,1,0,no,no,no,no,yes,yes,yes,no,Good,Very High,5,2,3,Very Good,2,0,50,Pass,D
MS,M,16,Rural,Greater than 3,Together,Primary,Primary,at_home,other,other,father,2,1,0,no,no,no,yes,yes,yes,no,no,Average,High,4,3,4,Very Good,6,5,55,Pass,D
MS,M,16,Rural,Greater than 3,Together,Primary,Secondary,other,other,course,father,2,2,0,no,no,no,no,yes,yes,no,no,Good,Average,3,1,1,Very Good,0,0,55,Pass,D
MS,M,16,Rural,Greater than 3,Together,Secondary,Primary,other,services,reputation,mother,2,2,0,no,no,no,yes,yes,yes,yes,no,Very Good,Low,1,1,1,Bad,0,0,0,Fail,F
MS,M,16,Rural,Greater than 3,Together,Secondary,Secondary,services,services,course,mother,2,1,0,no,yes,no,yes,yes,yes,yes,yes,Very Good,High,3,2,4,Good,6,5,40,Pass,E
MS,M,16,Rural,Less than equal to 3,Apart,Higher Education,Higher Education,at_home,other,home,mother,1,2,0,no,yes,no,no,yes,yes,no,no,Very Good,Average,2,1,3,Bad,5,5,55,Pass,D
MS,M,16,Rural,Less than equal to 3,Together,Higher Education,Primary,other,at_home,other,father,1,1,0,no,no,no,no,yes,yes,yes,no,Good,Very Low,2,2,1,Bad,0,0,55,Pass,D
MS,M,16,Rural,Less than equal to 3,Together,Primary,Primary,at_home,other,course,mother,2,1,0,no,no,no,yes,yes,yes,yes,no,Good,Very High,5,2,4,Very Good,0,0,45,Pass,E
MS,M,16,Rural,Less than equal to 3,Together,Primary,Secondary,other,at_home,course,mother,1,1,0,no,no,no,no,yes,yes,no,no,Good,High,4,2,4,Very Good,4,0,55,Pass,D
MS,M,16,Urban,Greater than 3,Apart,Primary,Secondary,other,other,other,mother,1,3,0,yes,no,no,no,yes,yes,yes,no,Good,High,3,1,1,Very Good,0,0,55,Pass,D
MS,M,16,Urban,Greater than 3,Together,Higher Education,Higher Education,other,teacher,course,father,1,2,0,no,yes,no,yes,yes,yes,no,yes,Good,Average,1,1,1,Average,0,0,65,Pass,C
MS,M,16,Urban,Greater than 3,Together,Primary,Primary,at_home,services,home,mother,2,2,0,no,yes,no,yes,yes,yes,no,yes,Very Good,High,5,4,5,Average,0,0,0,Fail,F
MS,M,16,Urban,Greater than 3,Together,Secondary,Primary,health,services,other,mother,2,2,0,no,no,no,no,no,yes,yes,yes,Good,Low,2,1,4,Very Good,2,0,40,Pass,E
MS,M,16,Urban,Less than equal to 3,Apart,Secondary,Secondary,other,services,course,father,2,2,0,no,yes,no,no,no,yes,yes,yes,Good,Very Low,2,2,2,Very Good,0,0,65,Pass,C
MS,M,16,Urban,Less than equal to 3,Together,Higher Education,Higher Education,teacher,health,other,father,1,1,0,no,yes,no,no,yes,yes,yes,no,Good,Very Low,2,2,5,Very Good,0,0,60,Pass,C
MS,M,16,Urban,Less than equal to 3,Together,Higher Education,HighSchool,other,other,course,father,1,1,0,no,no,no,yes,yes,yes,yes,no,Good,Low,5,1,5,Very Good,8,5,65,Pass,C
MS,M,16,Urban,Less than equal to 3,Together,Secondary,Primary,at_home,services,course,mother,2,1,0,no,yes,no,yes,yes,yes,yes,no,Bad,High,3,2,3,Good,4,0,50,Pass,D
MS,M,16,Urban,Less than equal to 3,Together,Secondary,Secondary,services,services,other,mother,4,3,0,no,no,no,no,yes,yes,no,no,Very Good,Very Low,3,2,2,Average,0,0,50,Pass,D
MS,M,17,Rural,Greater than 3,Together,Higher Education,Higher Education,health,other,course,father,3,1,3,no,no,no,yes,yes,yes,yes,yes,Average,Average,3,1,3,Very Good,2,0,40,Pass,E
MS,M,17,Rural,Greater than 3,Together,Higher Education,HighSchool,services,other,home,mother,2,2,0,no,yes,yes,yes,no,yes,yes,yes,Good,Very High,5,1,3,Bad,4,0,55,Pass,D
MS,M,17,Rural,Greater than 3,Together,Higher Education,HighSchool,services,other,home,mother,2,2,1,no,yes,yes,yes,no,yes,yes,yes,Good,Very High,5,1,3,Bad,4,0,55,Pass,D
MS,M,17,Rural,Greater than 3,Together,Primary,Primary,other,services,course,mother,2,1,0,no,yes,no,yes,no,yes,yes,yes,Good,Very High,5,1,3,Bad,0,0,50,Pass,D
MS,M,17,Rural,Greater than 3,Together,Primary,Primary,other,services,other,father,3,1,0,no,no,no,no,no,no,no,no,Good,Low,3,3,4,Good,4,0,70,Pass,B
MS,M,17,Rural,Greater than 3,Together,Secondary,Primary,other,other,other,mother,3,1,0,no,no,no,yes,yes,no,no,yes,Very Good,Very High,5,5,5,Average,8,5,45,Pass,E
MS,M,17,Rural,Greater than 3,Together,Secondary,Secondary,other,other,course,mother,2,1,0,no,no,no,yes,yes,no,no,yes,Very Good,Very High,5,3,5,Very Good,0,0,50,Pass,D
MS,M,17,Rural,Greater than 3,Together,Secondary,Secondary,other,other,course,mother,3,1,1,no,yes,no,no,no,yes,yes,no,Good,High,5,1,2,Very Good,0,0,45,Pass,E
MS,M,17,Rural,Less than equal to 3,Together,Primary,HighSchool,other,other,course,father,2,1,0,no,no,no,yes,yes,yes,no,yes,Very Good,Very Low,2,3,3,Very Good,2,0,60,Pass,C
MS,M,17,Rural,Less than equal to 3,Together,Primary,Secondary,at_home,services,reputation,mother,1,1,0,no,yes,no,yes,yes,yes,yes,no,Very Good,Very High,5,5,5,Average,4,0,55,Pass,D
MS,M,17,Rural,Less than equal to 3,Together,Secondary,Secondary,services,services,other,mother,3,4,1,no,yes,no,no,yes,yes,no,no,Very Bad,Average,5,3,5,Average,2,0,45,Pass,E
MS,M,17,Urban,Greater than 3,Together,HighSchool,Higher Education,services,other,other,mother,1,2,1,no,yes,no,yes,no,yes,yes,yes,Very Good,High,4,3,4,Very Good,8,5,40,Pass,E
MS,M,17,Urban,Greater than 3,Together,HighSchool,HighSchool,health,other,course,mother,2,2,0,no,yes,yes,no,yes,yes,yes,no,Good,Very High,4,2,3,Average,2,0,65,Pass,C
MS,M,17,Urban,Greater than 3,Together,HighSchool,HighSchool,health,other,course,mother,2,2,1,no,yes,no,no,yes,yes,yes,no,Good,Very High,4,2,3,Average,4,0,50,Pass,D
MS,M,17,Urban,Greater than 3,Together,HighSchool,HighSchool,services,at_home,course,mother,2,4,1,no,yes,yes,yes,yes,yes,no,no,Very Good,High,5,3,4,Very Good,0,0,50,Pass,D
MS,M,17,Urban,Greater than 3,Together,HighSchool,HighSchool,services,services,home,mother,1,1,0,no,yes,no,yes,yes,yes,yes,no,Good,Very Low,4,5,5,Average,8,5,45,Pass,E
MS,M,17,Urban,Greater than 3,Together,HighSchool,Secondary,other,other,other,father,2,2,0,no,yes,yes,no,yes,yes,yes,no,Good,Very Low,2,2,2,Very Bad,0,0,65,Pass,C
MS,M,17,Urban,Greater than 3,Together,Primary,Primary,at_home,services,other,mother,3,2,0,no,no,no,no,yes,yes,yes,yes,Very Good,Very Low,3,3,3,Very Bad,0,0,50,Pass,D
MS,M,17,Urban,Greater than 3,Together,Primary,Primary,other,other,home,mother,1,2,0,no,no,yes,no,no,yes,yes,no,Good,High,3,2,4,Very Good,4,0,45,Pass,E
MS,M,17,Urban,Greater than 3,Together,Primary,Secondary,other,other,course,father,1,1,1,no,yes,no,yes,yes,no,yes,yes,Very Good,Average,5,5,5,Very Bad,12,10,35,Pass,E
MS,M,17,Urban,Greater than 3,Together,Secondary,HighSchool,other,services,home,father,2,2,0,no,no,no,yes,yes,yes,yes,no,Good,High,3,1,1,Average,2,0,50,Pass,D
MS,M,17,Urban,Greater than 3,Together,Secondary,HighSchool,other,services,home,father,2,2,0,no,no,no,yes,yes,yes,yes,no,Good,High,3,1,1,Average,4,0,80,Pass,A
MS,M,17,Urban,Greater than 3,Together,Secondary,Secondary,other,other,course,mother,1,1,1,no,no,no,yes,yes,yes,no,yes,Very Bad,Low,1,2,3,Very Good,0,0,0,Fail,F
MS,M,17,Urban,Less than equal to 3,Apart,Primary,,other,other,home,mother,1,1,0,no,no,no,no,yes,yes,no,yes,Good,Very Low,2,1,1,Very Good,4,0,60,Pass,C
MS,M,17,Urban,Less than equal to 3,Together,Higher Education,Higher Education,other,services,home,mother,1,3,0,no,yes,no,no,yes,yes,yes,no,Good,High,3,1,2,Very Good,0,0,80,Pass,A
MS,M,17,Urban,Less than equal to 3,Together,HighSchool,Primary,services,services,course,mother,2,1,0,no,no,no,no,no,yes,yes,no,Bad,High,5,3,4,Bad,3,0,80,Pass,A
MS,M,17,Urban,Less than equal to 3,Together,HighSchool,Primary,services,services,course,mother,2,1,0,no,no,no,no,no,yes,yes,no,Bad,High,5,3,4,Bad,6,5,50,Pass,D
MS,M,18,Rural,Greater than 3,Together,Higher Education,Higher Education,at_home,services,other,mother,3,1,0,no,yes,yes,yes,yes,yes,yes,yes,Bad,Very High,5,1,1,Very Bad,5,5,70,Pass,B
MS,M,18,Rural,Greater than 3,Together,Higher Education,Secondary,other,other,home,father,2,1,1,no,no,yes,no,yes,yes,no,no,Very Good,High,3,4,3,Average,0,0,0,Fail,F
MS,M,18,Rural,Greater than 3,Together,Higher Education,Secondary,other,other,home,father,2,1,1,no,no,yes,no,yes,yes,no,no,Very Good,High,3,4,3,Average,14,10,25,Fail,F
MS,M,18,Rural,Greater than 3,Together,HighSchool,Secondary,other,other,course,mother,2,1,0,no,yes,no,no,no,yes,yes,no,Bad,Very High,5,5,5,Very Good,8,5,55,Pass,D
MS,M,18,Rural,Greater than 3,Together,HighSchool,Secondary,other,other,course,mother,2,1,1,no,yes,no,no,no,yes,yes,no,Bad,Very High,5,5,5,Very Good,10,10,65,Pass,C
MS,M,18,Rural,Greater than 3,Together,HighSchool,Secondary,services,other,course,mother,1,1,1,no,no,no,no,yes,no,yes,no,Bad,Average,1,2,2,Very Good,0,0,0,Fail,F
MS,M,18,Rural,Greater than 3,Together,Primary,HighSchool,at_home,other,course,mother,2,2,0,no,yes,yes,no,yes,yes,no,no,Average,Average,4,2,4,Average,0,0,45,Pass,E
MS,M,18,Rural,Greater than 3,Together,Primary,HighSchool,at_home,other,course,mother,2,2,0,no,yes,yes,no,yes,yes,no,no,Average,Average,4,2,4,Average,4,0,50,Pass,D
MS,M,18,Rural,Greater than 3,Together,Primary,,at_home,at_home,course,other,3,1,1,yes,yes,no,no,yes,yes,no,no,Good,Average,2,1,1,Good,0,0,65,Pass,C
MS,M,18,Rural,Greater than 3,Together,Primary,Primary,other,other,home,mother,2,1,1,no,no,no,yes,yes,no,yes,no,Good,High,3,3,4,Good,0,0,50,Pass,D
MS,M,18,Rural,Greater than 3,Together,Primary,Primary,services,other,course,other,2,1,1,no,yes,no,no,yes,no,yes,yes,Very Good,Average,3,2,3,Very Good,2,0,45,Pass,E
MS,M,18,Rural,Greater than 3,Together,Secondary,Primary,other,other,other,mother,2,1,0,no,no,no,yes,no,yes,yes,yes,Good,High,3,1,3,Very Good,0,0,0,Fail,F
MS,M,18,Rural,Greater than 3,Together,Secondary,Primary,other,other,other,mother,2,1,0,no,no,no,yes,no,yes,yes,yes,Good,High,3,1,3,Very Good,5,5,35,Pass,E
MS,M,18,Rural,Less than equal to 3,Together,HighSchool,Secondary,services,other,course,mother,3,1,0,no,no,no,no,no,yes,yes,no,Good,High,1,3,4,Very Good,0,0,50,Pass,D
MS,M,18,Rural,Less than equal to 3,Together,HighSchool,Secondary,services,other,course,mother,3,1,0,no,no,no,no,no,yes,yes,no,Good,High,1,3,4,Very Good,4,0,55,Pass,D
MS,M,18,Rural,Less than equal to 3,Together,Primary,Primary,at_home,other,other,mother,2,2,1,no,no,no,yes,no,no,no,no,Good,High,3,2,3,Very Good,2,0,60,Pass,C
MS,M,18,Rural,Less than equal to 3,Together,Primary,Secondary,at_home,services,other,father,3,1,0,no,yes,no,yes,yes,no,yes,yes,Good,Average,3,2,3,Average,3,0,50,Pass,D
MS,M,18,Rural,Less than equal to 3,Together,Primary,Secondary,at_home,services,other,father,3,1,0,no,yes,yes,yes,yes,no,yes,yes,Good,Average,3,2,3,Average,3,0,60,Pass,C
MS,M,18,Urban,Greater than 3,Together,Higher Education,Higher Education,teacher,teacher,home,father,1,2,0,no,no,no,yes,no,yes,yes,no,Average,Low,4,1,4,Bad,4,0,95,Pass,S
MS,M,18,Urban,Greater than 3,Together,Higher Education,Higher Education,teacher,teacher,home,father,1,2,0,no,no,yes,yes,no,yes,yes,no,Average,Low,4,1,4,Bad,4,0,70,Pass,B
MS,M,18,Urban,Greater than 3,Together,HighSchool,HighSchool,at_home,at_home,course,mother,1,2,2,no,yes,no,yes,yes,no,yes,no,Good,High,5,1,3,Average,9,5,40,Pass,E
MS,M,18,Urban,Less than equal to 3,Together,Higher Education,Higher Education,at_home,health,home,mother,1,4,0,no,yes,no,yes,yes,no,yes,yes,Very Good,Very High,5,5,5,Very Good,2,0,30,Fail,F
MS,M,18,Urban,Less than equal to 3,Together,Higher Education,Higher Education,services,other,reputation,mother,1,1,0,no,yes,no,yes,yes,yes,yes,no,Very Good,High,5,1,1,Very Good,3,0,85,Pass,A
MS,M,18,Urban,Less than equal to 3,Together,Higher Education,Higher Education,teacher,services,other,mother,2,3,0,no,no,no,no,yes,yes,yes,yes,Good,Low,2,2,2,Very Good,0,0,80,Pass,A
MS,M,18,Urban,Less than equal to 3,Together,Higher Education,Higher Education,teacher,services,other,mother,2,3,0,no,no,yes,no,yes,yes,yes,yes,Good,Low,2,2,2,Very Good,0,0,65,Pass,C
MS,M,18,Urban,Less than equal to 3,Together,Primary,HighSchool,at_home,services,course,mother,1,1,0,no,no,no,no,yes,no,yes,yes,Good,Average,3,2,3,Average,0,0,45,Pass,E
MS,M,18,Urban,Less than equal to 3,Together,Primary,HighSchool,at_home,services,course,mother,1,1,1,no,no,no,no,yes,no,yes,yes,Good,Average,3,2,3,Average,7,5,40,Pass,E
MS,M,18,Urban,Less than equal to 3,Together,Primary,Primary,at_home,at_home,course,mother,2,2,0,no,yes,no,yes,yes,yes,no,no,Good,Average,3,1,4,Very Good,6,5,50,Pass,D
MS,M,18,Urban,Less than equal to 3,Together,Primary,Primary,other,services,home,father,2,1,0,no,no,no,no,no,yes,yes,yes,Average,Average,2,1,2,Average,2,0,70,Pass,B
MS,M,18,Urban,Less than equal to 3,Together,Primary,Primary,other,services,home,father,2,1,0,no,no,no,no,no,yes,yes,yes,Average,Average,2,1,2,Average,4,0,50,Pass,D
MS,M,18,Urban,Less than equal to 3,Together,Primary,Secondary,at_home,services,home,mother,2,1,0,no,yes,no,no,no,yes,no,no,Good,Very Low,4,5,5,Very Bad,8,5,55,Pass,D
MS,M,19,Rural,Greater than 3,Together,Primary,Primary,other,other,home,other,3,1,1,no,yes,no,no,yes,yes,yes,no,Good,High,4,3,3,Very Good,4,0,40,Pass,E
MS,M,19,Rural,Greater than 3,Together,Primary,Primary,other,other,home,other,3,1,1,no,yes,no,no,yes,yes,yes,no,Good,High,4,3,3,Very Good,4,0,50,Pass,D
MS,M,19,Rural,Greater than 3,Together,Primary,Primary,other,services,home,other,3,2,1,no,no,no,no,yes,yes,yes,no,Very Good,High,4,3,3,Bad,8,5,55,Pass,D
MS,M,19,Rural,Greater than 3,Together,Primary,Primary,other,services,home,other,3,2,3,no,no,no,no,yes,yes,yes,no,Very Good,High,4,3,3,Bad,8,5,40,Pass,E
MS,M,19,Rural,Greater than 3,Together,Primary,Primary,other,services,other,mother,2,1,1,no,no,no,no,yes,yes,no,no,Good,Average,2,1,3,Very Good,0,0,0,Fail,F
MS,M,19,Urban,Greater than 3,Together,HighSchool,Secondary,at_home,services,course,mother,2,1,3,no,no,no,yes,yes,yes,no,no,Average,Low,1,1,1,Average,4,0,45,Pass,E
MS,M,19,Urban,Greater than 3,Together,Primary,Primary,other,other,other,mother,1,2,2,no,yes,no,yes,yes,no,yes,no,Good,High,3,3,4,Good,2,0,50,Pass,D
MS,M,19,Urban,Greater than 3,Together,Secondary,Primary,at_home,other,course,other,2,1,3,no,no,no,yes,no,no,yes,yes,Good,High,3,1,3,Very Good,4,0,45,Pass,E
MS,M,19,Urban,Less than equal to 3,Together,Primary,Primary,other,at_home,course,father,1,1,0,no,no,no,no,yes,yes,yes,no,Average,Low,3,3,3,Very Good,5,5,45,Pass,E
MS,M,20,Rural,Greater than 3,Together,Primary,Primary,other,other,course,other,2,1,1,no,yes,no,no,yes,no,yes,yes,Good,High,3,2,4,Good,12,10,50,Pass,D
MS,M,20,Urban,Less than equal to 3,Apart,Secondary,Secondary,services,services,course,other,1,2,2,no,yes,yes,no,yes,yes,no,no,Very Good,Very High,4,4,5,Good,11,10,45,Pass,E
MS,M,21,Rural,Greater than 3,Together,Primary,Primary,other,other,course,other,1,1,3,no,no,no,no,no,yes,no,no,Very Good,Very High,3,3,3,Average,3,0,35,Pass,E