| famrel,sex,romantic,Mjob,famsize,age,school,Pstatus,absences,address,Dalc,freetime,Medu,G3,reason,higher | |
| 4,M,no,other,GT3,17,GP,T,2,U,1,5,2,10,home,no | |
| 4,M,yes,at_home,LE3,18,MS,T,3,R,2,3,1,12,other,no | |
| 4,M,yes,other,LE3,18,GP,T,8,R,1,3,3,5,course,yes | |
| 5,F,yes,other,GT3,16,GP,A,8,U,1,3,2,10,other,yes | |
| 5,M,no,services,LE3,20,MS,A,11,U,4,5,2,9,course,yes | |
| 3,M,no,other,GT3,18,GP,T,0,U,5,3,2,13,home,yes | |
| 4,M,no,services,GT3,15,GP,T,2,U,1,3,4,18,course,yes | |
| 3,M,no,other,LE3,16,GP,T,18,U,1,4,1,6,home,yes | |
| 5,F,no,services,GT3,18,GP,T,0,U,1,3,2,0,course,yes | |
| 4,M,no,other,GT3,15,GP,T,2,U,1,4,4,14,reputation,yes | |
| 5,M,no,other,GT3,15,GP,T,0,U,1,5,3,15,home,yes | |
| 4,F,yes,teacher,GT3,17,GP,T,6,R,1,4,4,7,reputation,yes | |
| 3,F,no,services,GT3,17,GP,T,1,U,2,4,3,15,course,yes | |
| 4,M,no,services,LE3,18,MS,T,0,R,3,4,3,10,course,yes | |
| 5,M,no,other,GT3,18,GP,T,8,U,1,2,2,14,home,yes | |
| 4,M,no,at_home,GT3,15,GP,T,2,R,1,4,2,8,course,yes | |
| 5,F,yes,other,GT3,16,GP,T,0,U,1,4,2,8,home,yes | |
| 4,F,no,other,LE3,18,GP,T,2,U,1,4,1,11,home,yes | |
| 3,F,no,at_home,LE3,17,GP,T,0,U,2,3,0,15,home,yes | |
| 4,F,no,at_home,GT3,18,GP,T,0,R,1,4,2,0,course,yes | |